Printer Friendly
The Free Library
22,725,466 articles and books

A survey of drilling cost and complexity estimation models.



Abstract

Over the past several decades, various methods have been proposed to evaluate drilling cost and complexity, but because of the large number of factors and events that impact drilling performance, predictive models are difficult to construct. Quantifying well costs and complexity is challenging, due either to restrictions on data collection and availability, constraints associated with modeling, or combinations of these factors. Drill rates are often constrained con·strain  
tr.v. con·strained, con·strain·ing, con·strains
1. To compel by physical, moral, or circumstantial force; oblige: felt constrained to object. See Synonyms at force.

2.
 by factors that the driller does not control and in ways that cannot be documented. The Joint Association Survey and Mechanical Risk Index the most popular methods used to evaluate drilling cost and complexity in the Gulf of Mexico Noun 1. Gulf of Mexico - an arm of the Atlantic to the south of the United States and to the east of Mexico
Golfo de Mexico

Atlantic, Atlantic Ocean - the 2nd largest ocean; separates North and South America on the west from Europe and Africa on the east
, and specialized indices have been introduced to characterize are the complexity of drilling directional and extended reach wells. Recently, the concept of Mechanical Specific Energy has been used to obtain a more objective assessment of drilling efficiency. The purpose of this paper is to review the primary methods used to assess drilling cost and complexity. The foundational basis of each approach will be described and a critical assessment of model assumptions provided.

Keywords: Drilling performance, cost and complexity models, technical limit.

Introduction

Drilling a hole in the ground in the search for or production of oil and gas is a complex and multifaceted mul·ti·fac·et·ed  
adj.
Having many facets or aspects. See Synonyms at versatile.

Adj. 1. multifaceted - having many aspects; "a many-sided subject"; "a multifaceted undertaking"; "multifarious interests"; "the multifarious
 activity that is subject to significant sources of variability. Although the physics of drilling is the same everywhere throughout the world, geologic conditions, contractor experience, equipment availability, well specification, and numerous other factors can lead to a wide range in drilling performance. Cost estimation is difficult and benchmarking efforts are often unreliable. Performance comparisons are mostly done on a well-by-well, actual-versus-plan basis, or seek to correlate costs to performance indicators, metrics metrics Managed care A popular term for standards by which the quality of a product, service, or outcome of a particular form of Pt management is evaluated. See TQM. , or drilling parameters. To evaluate the differences that exist in drilling wells and to compare costs, it is necessary to establish statistically reliable relationships between performance metrics Performance metrics are measures of an organizations activities and performance. Performance metrics should support a range of stakeholder needs from customers, shareholders to employees [1].  and the factors that impact drilling.

The formation geology at the site and the location of the target reservoir is a primary factor that influences drilling cost. Geologic formations A geologic formation is a formally named rock stratum or geological unit. Formations are Lithostratigraphic units which are defined by primary lithology.

The concept of formally defined layers or strata is central to the geologic discipline of stratigraphy.
 vary across the world, and indeed, within the same producing basin. Hard, abrasive abrasive, material used to grind, smooth, cut, or polish another substance. Natural abrasives include sand, pumice, corundum, and ground quartz. Carborundum (silicon carbide) and alumina (aluminum oxide) are important synthetically produced abrasives. , and heterogeneous formations typically have low penetration rates, frequent drill string failures, and significant deviation from the planned trajectory. Deep reservoirs are usually characterized by low permeability permeability /per·me·a·bil·i·ty/ (per?me-ah-bil´i-te) the property or state of being permeable.

per·me·a·bil·i·ty
n.
1. The property or condition of being permeable.

2.
, high temperature and pressure, complex fracture growth and stress regimes, and contaminants such as C[O.sub.2] and [H.sub.2]S which increase the complexity of the well and require operators to deal with a number of issues concerning safety and operational performance. The drilling methods used to make hole depend upon the geologic formation and the technology applied, the amount of information known about the formation, the experience and preferences of the operator, available equipment, and the drilling contractor's experience and execution.

The characteristics of the well are specified by the drilling plan, the location of the target reservoir, and the conditions encountered during drilling. Bit hydraulics hydraulics, branch of engineering concerned mainly with moving liquids. The term is applied commonly to the study of the mechanical properties of water, other liquids, and even gases when the effects of compressibility are small.  has a major influence on drilling efficiency, and its role is complex since it is closely tied to other drilling variables, such as lithology li·thol·o·gy  
n.
1. The gross physical character of a rock or rock formation.

2. The microscopic study, description, and classification of rock.
, bit type, downhole conditions, mechanical drilling parameters, circulation system and drilling mud Noun 1. drilling mud - a mixture of clays and chemicals and water; pumped down the drill pipe to lubricate and cool the drilling bit and to flush out the cuttings and to strengthen the sides of the hole
drilling fluid
. Site characteristics such as the water depth, operators experience in the region, and expected environmental conditions influence the operator's decision regarding the selection of the contract and rig type, which in turn influence drilling performance metrics. Exogenous Exogenous

Describes facts outside the control of the firm. Converse of endogenous.
 events such as stuck pipe, adverse weather, and mechanical failure cannot be predicted and can have a significant impact on the time and cost to drill a well.

Two methods are commonly used to benchmark drilling performance. The first method is based on experimental design and controlled field studies. Typically, one or more parameters of the drilling process are varied and the impact of the variable(s) on output measures such as the rate of penetration (ROP (1) (Raster Operation) An instruction that manipulates the bits of a bitmapped image in some manner.

(2) (RISC Operation) An instruction in a RISC processor.
) or cost per foot examined [1]. The most common is the "drill rate" test, in which the driller experiments with various weight on bit (WOB WOB Wolfsburg (Germany)
WOB Wet Openbaarheid Van Bestuur
WOB Work of Breathing
WOB Weight On Bit (Oil Industry)
WOB Woman-Owned Business
WOB Waste Of Bandwidth (slang) 
) and rotations per minute rotations per minute - revolutions per minute  (RPM) settings, and then selects the parameters that result in the highest ROP. Controlled field studies are often the best way to understand the relationships between drilling factors under a set of conditions that are tightly controlled. The analytic results that are derived under field studies are often based on engineering and scientific principles specific to the wellbore conditions, experimental design, equipment, and contractor, and thus, the ability to generalize generalize /gen·er·al·ize/ (-iz)
1. to spread throughout the body, as when local disease becomes systemic.

2. to form a general principle; to reason inductively.
 the results to other wells and locations may be limited. All optimization schemes use a similar comparative process, to identify the parameters that yield the best results relative to other settings.

The second method to study factor effects is based on an aggregate assessment of well data collected from a variety of drilling contractors, locations, and wellbores. In this method, data that characterizes a set of wells are collected, and relationships are established between the variables based on empirical modeling techniques; e.g., [2].The aggregate approach to analysis uses a set of drilling data and seeks to discover relationships between various factors of drilling and the cost and complexity of the wellbore. It is common to try to capture the best practices by comparison to an ideal well or offsets. In the technical limit approach, for instance, the technical limit describes a level of performance defined as the 'best possible" for a given set of design parameters [3]. This allows engineers to compare and contrast a variety of factors that impact drilling and to develop models that describe the behavior of the performance metrics.

The evaluation of drilling performance commands a high degree of visibility within management circles, and over the years, a wide variety of cost and complexity models have been developed within engineering and service companies across a wide variety of firms, but these techniques are usually company specific and confidential, without a public record to assess, and thus, not available for analysis. In the Gulf of Mexico, the Joint Association Survey (JAS JAS James
JAS Journal of Animal Science
JAS Jamaica AIDS Support
JAS Journal Abbreviation Sources
JAS Japan Air System
JAS Just A Second
JAS Japanese Agricultural Standard
JAS Jordanian Astronomical Society (Amman, Jordan) 
) and the Mechanical Risk Index (MRI 1. (application) MRI - Magnetic Resonance Imaging.
2. MRI - Measurement Requirements and Interface.
) are popular methods used to evaluate drilling cost and complexity. The JAS estimates drilling cost using survey data and quadratic quadratic, mathematical expression of the second degree in one or more unknowns (see polynomial). The general quadratic in one unknown has the form ax2+bx+c, where a, b, and c are constants and x is the variable.  regression models constructed from four descriptor (1) A word or phrase that identifies a document in an indexed information retrieval system.

(2) A category name used to identify data.

(operating system) descriptor
 variables. The MRI employs primary variables and qualitative indicators to measure drilling risk and complexity. A Directional Difficulty Index (DDI ddI and ddC: see AZT. ) and Difficulty Index (DI) has also been introduced to characterize the complexity of drilling directional and extended reach wells. Recently, the use of Mechanical Specific Energy (MSE MSE Mouse (computer)
MSE Materials Science & Engineering
MSE Mean Squared Error
MSE Mean Square Error
MSE Master of Science in Engineering
MSE Manufacturing Systems Engineering
MSE Mechanically Stabilized Earth
) surveillance in drilling workflows has been used to improve bit efficiency and performance by identifying specific limiters and re-engineering, rather than seeking a better performing system from empirical experience.

The purpose of this paper is to describe the development of cost and complexity metrics associated with drilling, to examine the computational basis of each method, and to critically examine the underlying assumptions of each model. We begin with a quick review of the well construction process and engineering cost estimation. The Joint Association Survey cost estimation methodology is then presented, followed by an Energy Information Administration (EIA (Electronic Industries Alliance, Arlington, VA, www.eia.org) A membership organization founded in 1924 as the Radio Manufacturing Association. It sets standards for consumer products and electronic components. ) procedure. The MRI, DDI, and DI are described. A review of the use of MSE surveillance in drilling workflows concludes the paper.

Well Construction Process

The well construction process typically consists of four stages: design, planning, execution, and analysis. The design and planning phases In amphibious operations, the phase normally denoted by the period extending from the issuance of the order initiating the amphibious operation up to the embarkation phase. The planning phase may occur during movement or at any other time upon receipt of a new mission or change in the  represent the first stage of well construction, and is usually initiated through the preparation of a drilling proposal by geologists and reservoir engineers. The proposal provides the information upon which the well will be designed and the drilling program prepared. Project team selection; well design; health, safety, and environmental quality; tendering contracting procurement; finance and administration; operations planning; and logistics are the main elements included in the proposal.

The drilling engineer prepares the drilling prognosis, and all the information that is required to safely and efficiently drill the well, including the well location and water depth, the vertical depth and total measured depth, the depth of the expected reservoir sands, downhole reservoir pressures, expected hydrocarbons, the presence of [H.sub.2]S or C[O.sub.2], evaluation requirements (mud logs, electric logs, drillstem tests, etc.), special drilling problems such as loop currents, shallow hazards, or shallow water See:
  • Shallow water blackout
  • Waves and shallow water
  • Shallow water equations
  • Shallow Water, Kansas
 flows, final disposition of the well, and future sidetracking.

The well is drilled according to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 the drilling plan, usually under a dayrate contract, although turnkey contracts--where the drilling contractor assumes most of the risk of the operation--can also be employed. The sequence of operations are well established. Since the drilling budget can represent a significant part of the captal expenditures for a field, drilling operations are carefully planned and closely watched, and operators maintain meticulous and detailed records of each well drilled, which are normally available in a drilling database (e.g., [4]). In order to better understand the drilling operations--what worked and what didn't, and why--a post-mortem analysis of the well or a collection of wells may be performed.

Engineering Cost Estimation

Cost estimation is performed specific to the drilling prognosis. The usual procedure is to decompose de·com·pose  
v. de·com·posed, de·com·pos·ing, de·com·pos·es

v.tr.
1. To separate into components or basic elements.

2. To cause to rot.

v.intr.
1.
 costs into general categories of (1) site preparation, (2) mobilization and rigging rigging, the wires, ropes, and chains employed to support and operate the masts, yards, booms, and sails of a vessel. Standing rigging is semipermanent, consisting mainly of mast supports, the fore-and-aft stays, and the stays running from the masthead to each side  up, (3) drilling, (4) tripping operations, (5) formation evaluation In petroleum exploration and development, formation evaluation is used to determine whether a potential oil or gas field is commercially viable. Essentially, it is the process of "recognizing a commercial well when you drill one".  and surveys, (6) casing placement, (7) well completion, and (8) drilling problems. Spreadsheet models are employed under various levels of detail. Typically, several categories are specified, with the drilling engineer itemizing the expected time and cost per category [5-7].

Each cost component is identified and subdivided into minor cost elements, and the percentage contribution of the total cost for each major category is computed to help identify the key cost drivers. To improve the range of the estimate, the uncertainty of the cost drivers are frequently quantified [8, 9]. A contingency is added to accommodate some of the uncertainty of costs before the final Authorization for Expenditure (AFE (Apple File Exchange) An earlier Macintosh utility that converted data files between Mac and PC formats. It also included a file translator between IBM's DCA format and MacWrite. ) is determined. The well budget is then sent to management for approval.

Well construction costs are categorized cat·e·go·rize  
tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es
To put into a category or categories; classify.



cat
 according to variable and fixed cost expenses, and the relative proportion of each will vary from well to well. Variable cost are decomposed de·com·pose  
v. de·com·posed, de·com·pos·ing, de·com·pos·es

v.tr.
1. To separate into components or basic elements.

2. To cause to rot.

v.intr.
1.
 into time-dependent cost, such as the drilling rig day rate, tool charges, rentals, fuel, power and time-independent cost elements, such as cement, drill bits, and other consumables.

Fixed costs fixed costs,
n.pl the costs that do not change to meet fluctuations in enrollment or in use of services (e.g., salaries, rent, business license fees, and depreciation).
 are decomposed into well-dependent and well-independent cost. Well-dependent fixed costs include items such as the cost of casing, wellheads, and mobilization/demobilization. Well-independent fixed costs include, but are not limited to, administration, office services, insurance, legal support, interest charges on the money tied up in the equipment, expenses associated with maintaining and storing the equipment, etc.

Joint Association Survey

History

The JAS on drilling costs has been performed in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area.  since 1954 in cooperation with the American Petroleum Institute The American Petroleum Institute, commonly referred to as API, is the main U.S. trade association for the oil and natural gas industry, representing about 400 corporations involved in production, refinement, distribution, and many other aspects of the industry. , Independent Petroleum Association of America, and Mid-Continent Oil and Gas Association. The first cost surveys were performed in 1944, but 1954 is generally recognized as the official start of the JAS. Since 1959, JAS data has been collected and published on an annual basis.

The purpose of the JAS is to provide information pertaining per·tain  
intr.v. per·tained, per·tain·ing, per·tains
1. To have reference; relate: evidence that pertains to the accident.

2.
 to drilling cost and the expenditures for finding, developing, and producing oil and gas in the United States. The JAS is the only publication in the U.S. that contains annual state-by-state and offshore drilling Offshore drilling typically refers to the act of extracting resources, primarily oil, in an ocean or lake. Controversy
As with all oil drilling, there has been a certain level of controversy surrounding the issue.
 cost data, and is considered a primary source of information by industry, academia, and government.

Questionnaires are mailed to operators to verify information on well completions performed during the year and to provide cost data for each well drilled. Re-entered wells, workovers, stratigraphic stra·tig·ra·phy  
n.
The study of rock strata, especially the distribution, deposition, and age of sedimentary rocks.



strat
 tests, core testing, and service wells are excluded from consideration, and wells started in the survey year but not completed are not reported. The response rate of the survey varies, but typically, between 40-50% of operators respond to the request for information, representing anywhere between 40-60% of the total number of wells and footage drilled during the year. Since not all operators respond to the survey, it is necessary to estimate drilling cost for unreported wells. The JAS accomplishes this task by constructing models to infer the expected cost of drilling for unreported wells. The model estimated costs are added to the reported costs to obtain the total estimated expenditures for the year.

Primary Variables

The geographic location of each well is specified as either offshore or onshore and the well type (exploratory, development) and well class (oil, gas, dry) is declared. An offshore well is defined as a well which is bottomed at, or produces from, a point which lies seaward of the coastline; offshore wells are further classified according to state or federal jurisdiction. The distinction between exploratory and development well is defined according to convention: wells that are drilled in an unproved area to add reserves are defined as exploratory wells, while wells drilled to produce known reserves are development wells. Well delineation is somewhat ambiguous, since most wells usually produce a combination of oil and gas. In the JAS survey, an "oil" well is a well completed for the production of crude oil from at least one oil zone or reservoir, while a "gas" well is one which can produce hydrocarbons existing initially in gaseous gas·e·ous
adj.
1. Of, relating to, or existing as a gas.

2. Full of or containing gas; gassy.
 phase. Gas-condensate wells are reported as gas wells. A dry hole is defined as a well incapable of producing either oil or gas in sufficient quantities to justify completion.

The total depth of the well is the total feet of penetration drilled down the wellbore, including water depth and all plugged back footage, but excluding bypassed footage from sidetrack drilling.

Well direction is classified as vertical or horizontal. Most offshore exploration wells are drilled vertically, while typically only the first development well is "vertical"--subsequent wells are drilled vertical to a certain depth and then kicked off to target. Directional and horizontal drilling a drilling machine having a horizontal drill spindle.

See also: Horizontal
 is carried out at an angle, or horizontally, to increase the surface area of the intersection between the well and the formation target layer. The majority of onshore footage is vertical, while total offshore footage is primarily directional.

Wells are evaluated after the drillbit reaches the target depth. A drill stem test In oil and natural gas extraction, the drill stem includes the drill pipe, drill collars, bottomhole assembly, and drill bit. A drill stem test (DST) is a procedure for testing the surrounding geological formation through the drill pipe.  may be used to evaluate the flow rates of hydrocarbons, and integrating this data with logs and other tests, leads to the completion decision. The total cost of a dry well includes the cost to set concrete plugs and to remove casing, as required by local/state/federal regulations. The total cost of a producing well includes the cost through completion and installation of the Christmas tree Christmas tree

Evergreen tree, usually decorated with lights and ornaments, to celebrate the Christmas season. The use of evergreen trees, wreaths, and garlands as symbols of eternal life was common among the ancient Egyptians, Chinese, and Hebrews.
. Completion costs will typically include the cost of casing and production tubing Production tubing is a tubular used in a wellbore through which production fluids are produced.

Production tubing is run into the drilled well after the casing is run and cemented in place.
, perforation per·fo·ra·tion
n.
1. The act of perforating or the state of being perforated.

2. An abnormal opening in a hollow organ or viscus, as one made by rupture or injury.


Perforation
A hole.
, packers, safety devices, kits at the reservoir sands (e.g., gravel pack, frac pack, wire-packed screens), and a tree at the top of the well.

The cost of lease equipment and artificial lift, and the cost for flow lines, separators, tank batteries, etc. that are required to equip wells for production, are not included in the JAS cost data. For offshore wells, the costs on fixed platforms are included, and where facilities serve more than one well, costs are allocated to each well. Depreciation and amortization for company-owned mobile platforms, barges, and tenders are also included as cost elements.

Development

The JAS cost estimation procedure has evolved in five phases: I. 1954-1965, II. 1966-1977, III. 1978-1992, IV. 1993-1994, and V. 1995-present.

I. 1954-1965. From 1954-1965, wells were classified according to geological structure, drilling conditions, and economic expectations. Well cost per foot drilled by depth range was regressed against the average depth per well in each class interval for each region and well class for both tangible and intangible costs [10].

II. 1966-1977. From 1966-1977, the average cost per foot drilled was computed for wells classified according to well type, location, and depth [11]. The tangible and intangible cost categories were aggregated, and regression lines Noun 1. regression line - a smooth curve fitted to the set of paired data in regression analysis; for linear regression the curve is a straight line
regression curve
 were computed to describe the functional relationship between cost per foot and depth for each area under consideration:

Z = [[alpha].sub.0] + [[alpha].sub.1]TD, (1)

where Z represents the cost per foot and TD the total depth of the well.

III. 1978-1992. From 1978-1992, a stepwise stepwise

incremental; additional information is added at each step.


stepwise multiple regression
used when a large number of possible explanatory variables are available and there is difficulty interpreting the partial regression
 linear regression Linear regression

A statistical technique for fitting a straight line to a set of data points.
 on the cost per foot for each sample area and well type was employed [12]. Three depth variables were applied--inverted depth, depth, and depth squared--as well as a set of dummy classification variables for well type (oil, gas, dry), well class (exploratory, development), and completion type (single, multiple).

The functional form,

logZ = [[alpha].sub.0] + [[alpha].sub.1]/TD + [[alpha].sub.2][TD.sup.2] + [[beta].sub.1][I.sub.1] + ... [[beta].sub.9][I.sub.9] (2)

was specified, and the coefficients [[alpha].sub.i] (i = 0,..., 3) and [[beta].sub.i] (i = 1,..., 9), estimated through least-squares regression. The value Z represents the cost per foot and the indicator variables [I.sub.i], i = 1,..., 9 are defined as [I.sub.1] = {1, oil, exploratory, single completion well; 0, otherwise}, [I.sub.2] = {1, oil, development, single completion wells; 0, otherwise}, etc. for each of the nine classification categories:{(oil, exploratory, single), (oil, development, single), (oil, exploratory, multiple), (oil, development, multiple), (gas, exploratory, single), ..., (dry)}.

IV. 1993-1994. From 1993-1994, regression models were developed for well type and geographic area using the functional relations,

[Y.sup.[alpha]] = [[beta].sub.0] + [[beta].sub.1]TD + [[beta].sub.2][TD.sup.2], (3)

where Y denotes the total well cost and [alpha], [[beta].sub.0],[[beta].sub.1], and [[beta].sub.2] are determined by regression [13]. A "stabilizing" transformation was performed by adjusting . to convert the dependent variable to a form that was linearly correlated with the independent variables. Three transformations were found to be statistically significant--the natural log, [alpha] = 4, and [alpha] = 0.5. The estimates were then adjusted with a correction factor to eliminate the bias introduced by the transformation.

V. 1995-present. Wellbore data is currently aggregated into 16 geographic regions following the Gas Research Institute's Hydrocarbon Supply Model [14, 15]. A nonlinear A system in which the output is not a uniform relationship to the input.

nonlinear - (Scientific computation) A property of a system whose output is not proportional to its input.
 two-factor regression model is constructed for each region based upon the following model specification:

1nY = [[alpha].sub.0] + [5.summation summation n. the final argument of an attorney at the close of a trial in which he/she attempts to convince the judge and/or jury of the virtues of the client's case. (See: closing argument)  over (i=1)] [[alpha].sub.i][X.sub.i] + [summation over i<j] [[alpha].sub.ij][X.sub.i][X.sub.j] (4)

where Y = Y([OMEGA 1. (programming) Omega - A prototype-based object-oriented language from Austria.

["Type-Safe Object-Oriented Programming with Prototypes - The Concept of Omega", G. Blaschek, Structured Programming 12:217-225, 1991].
2.
]) = total well cost in region [OMEGA], [X.sub.1] = TD = total depth (ft), [X.sub.2] = [TD.sub.2] = total depth squared ([ft.sup.2]), [X.sub.3] = WT = well type, [X.sub.4] = WC = well class, and [X.sub.5] = DIR = well direction. The X1 and X2 variables are numeric, while the [X.sub.3], [X.sub.4] and [X.sub.5] variables are categorical That which is unqualified or unconditional.

A categorical imperative is a rule, command, or moral obligation that is absolutely and universally binding.

Categorical is also used to describe programs limited to or designed for certain classes of people.
, defined in terms of indicator variables; e.g., [X.sub.4] = WC = {0, exploratory well; 1, development well}. The coefficients [[alpha].sub.i] (i = 0,1, ..., 5) and [[alpha].sub.ij] (i, j =1, ..., 5, i < j) are evaluated for each geographic region and only statistically significant variables are maintained in the final model. Statistical tests are employed to accept/reject outlier outlier /out·li·er/ (out´li-er) an observation so distant from the central mass of the data that it noticeably influences results.

outlier

an extremely high or low value lying beyond the range of the bulk of the data.
 data, and a correction factor is employed to account for bias introduced through the nonlinear transformation.

Discussion

In the JAS drilling cost model, four variables--total depth, well type, well class, and well direction--are applied in a two-factor non-linear regression model. Two-factor interaction terms were incorporated in the model to "build up" the number of available terms and improve the statistical fit of the regression. The limitations of the procedure are obvious from the model construction, since four variables cannot possibly describe the complexity and operational aspects involved in drilling a well. A quadratic expression is appropriate for the requirements of the survey, but it is clear that the JAS methodology cannot provide a reliable cost predictor on an individual well basis. For the purpose of estimating (unreported) cost data and developing aggregate expenditure patterns, the JAS procedure works well, but to predict individual well cost the level of categorization is too broadly defined to be useful except "on average." A well is characterized by a large number of descriptor variables which are not captured in the survey response, and thus, not adequately represented in the output model. A more robust model would incorporate additional descriptor variables of the wellbore and drilling process and relax the quadratic specification.

EIA Estimation/Forecast Model

In the mid-1980's, the EIA released a report on drilling cost to supplement the JAS and to provide a more frequent and timely indicator of drilling activity in the U.S. Drilling cost from the annual JAS reports were correlated to 11 variables using a "mathematical procedure" that was not identified [16]. The drilling depths and costs were normalized for nine depth categories, for each area and type of well, to create the data set. Eleven variables, which included a rig-use factor, wildcat wildcat, common name of two Old World cats, the European wildcat, Felis sylvestris, of Europe and W Asia, and the African wildcat, or kaffir cat, F. lybica, of Africa and Asia.  ratio, fuel index, tubular index, labor index, mud index, prime-rate index, hydrocarbon-value factor, inventory-adjustment factor, and a hole production factor, was employed. The manner in which the data was analyzed, relying on the JAS summary statistics as opposed to survey data, and the methodological basis of the procedure, relying upon various gross measures, was not carefully executed. Little useful information actually resulted from the work, and the project was mothballed soon after it was completed.

Mechanical Risk Index

History

The MRI was developed in the late 1980's when Conoco engineers were tasked to compare offset drilling data for a collection of offshore wells in the Gulf of Mexico [17]. Engineers developed a "mechanical risk index" to compare operations and derived an algorithm based on empirical analysis of well data taking into consideration factors such as the water depth, measured depth, and kick off point for sidetracts. In the mid-1990's, Dodson modified the MRI through the use of key drilling factors, copyrighted the formula, and incorporated the measure as part of a commercial well database (http://www.infogulf.com). Reference to the MRI is found in various trade publications (e.g., [18]), but little systematic analysis of the metric has been performed.

The MRI is defined in terms of four "component factors" and a weighted composite "key drilling factor." The component factors are described in terms of six primary variables, and the key drilling factor represents the composite impact of 14 qualitative indicators. The MRI is computed as an additive function Different definitions exist depending on the specific field of application. Traditionally, an additive function is a function that preserves the addition operation:
f(x+y) = f(x)+f(y)
 of the component factors weighted by the composite key drilling term.

Primary Variables

The six primary variables of the MRI include the total measured depth (TD), vertical depth (VD), horizontal displacement (HD), water depth (WD), number of casing strings The introduction to this article provides insufficient context for those unfamiliar with the subject matter.
Please help [ improve the introduction] to meet Wikipedia's layout standards. You can discuss the issue on the talk page.
 (NS), and mud weight at total depth (MW). All distances are measured in feet (ft) and mud weight is reported in pounds per gallon (ppg).

The depth of a well measured from the rotary table A rotary table is a precision work positioning device used in metalworking. It enables the operator to drill or cut work at exact intervals around a fixed (usually horizontal or vertical) axis.  along the length of the wellbore is called the total depth (or total measured depth), while the (true) vertical depth is the distance from the rotary table measured in a vertical plane to TD. The horizontal displacement is the distance measured in plan view from the rotary table to TD. The water depth is the distance from the waterline to mudline.

The problems, costs, and hazards of drilling are a function of variables that are observable, such as water depth and drilled interval, as well as may variables that are unobservable. The deeper the hole, the more time is lost in round trips to replace worn bits and to run casing, tests, logs, etc., and as the depth of the well increases, the number of formations encountered will typically increase along with the number of casing strings required to maintain well control. As the number of casings increase, the trip time, installation, and cementing time will increase, all negatively impacting drilling time and cost. Beyond a certain depth, technical complications and the opportunity for problems increase significantly.

Casing serves several important functions in drilling and completion and is one of the most expensive parts of a drilling program, ranging anywhere from 10-20% of the average cost of a completed well [6]. A well that does not encounter abnormal formation pore pore (por) a small opening or empty space.

alveolar pores  openings between adjacent pulmonary alveoli that permit passage of air from one to another.
 pressure gradients In atmospheric sciences (meteorology, climatology and related fields), the pressure gradient (typically of air, more generally of any fluid) is a physical quantity that describes in which direction and at what rate the pressure changes the most rapidly around a particular location. , lost circulation zones, or salt sections usually require only conductor and surface casing to drill to the target. Deeper wells that penetrate abnormally pressured formations, lost circulation zones, unstable shale shale, sedimentary rock formed by the consolidation of mud or clay, having the property of splitting into thin layers parallel to its bedding planes. Shale tends to be fissile, i.e., it tends to split along planar surfaces between the layers of stratified rock.  sections, or salt sections generally will require one or more strings of intermediate casing to protect formations and to prevent well problems.

A well is usually spudded with a 36", 30", or 26" casing, depending on the subsurface sub·sur·face  
adj.
Of, relating to, or situated in an area beneath a surface, especially the surface of the earth or of a body of water.

Adj. 1.
 structural features and pressures which are expected to be encountered. As the hole deepens, the casing becomes progressively narrower, typically finishing with 7 3/8" or 9 5/8" diameter at target. The number of casing strings of a well provides an indirect measure of well complexity, since complex wells are frequently associated with multiple strings, and narrow margins between formation pore pressure and fracture pressure gradients often result in the requirement of a greater number of casing strings [19]. If hole sections can be drilled without setting intermediate strings or liners, then drilling can usually proceed quicker. Troublesome formations such as high pressure zones, sloughing shale, and shallow water flows require more intermediate casing.

Drilling fluids Noun 1. drilling fluid - a mixture of clays and chemicals and water; pumped down the drill pipe to lubricate and cool the drilling bit and to flush out the cuttings and to strengthen the sides of the hole
drilling mud
 are used to control the pressures that exist in the wellbore at different depths, to carry the cuttings out of the hole, to lubricate lu·bri·cate  
v. lu·bri·cat·ed, lu·bri·cat·ing, lu·bri·cates

v.tr.
1. To apply a lubricant to.

2. To make slippery or smooth.

v.intr.
To act as a lubricant.
 the drill string, and stabilize the wellbore.

Wells may be drilled with water or oil-based muds through the entire wellbore, or one mud may be displaced displaced

see displacement.
 for another over a selected interval. The mud weight at total depth serves as a proxy for the wellbore formation pressure. Heavy mud is typically used to create an overbalance o·ver·bal·ance  
v. o·ver·bal·anced, o·ver·bal·anc·ing, o·ver·bal·anc·es

v.tr.
1. To have greater weight or importance than.

2. To throw off balance.

v.intr.
 to prevent fluids from entering the well. For all other factors equal, the greater the hole pressure the heavier the mud, and the slower the drilling. In under-balanced drilling, the fluid pressure inside the annulus annulus /an·nu·lus/ (an´u-lus) pl. an´nuli   [L.] anulus.

an·nu·lus or an·u·lus
n. pl. an·nu·lus·es or an·nu·li
A circular or ring-shaped structure.
 of the well is maintained below the formation pressure. Underbalanced drilling ''This article refers to the procedure in oil drilling. For University of Brunei Darussalam, a university in Brunei, please refer to Universiti Brunei Darussalam

Underbalanced drilling
 requires the use of special equipment to handle formation fluids entering the well and its primary use has been where casing is set and cemented on top of a subnormal subnormal /sub·nor·mal/ (-nor´m'l) below normal.

subnormal

below or less than normal.
 or pressure-depleted formation [20, 21].

Component Factors

The primary variables of the MRI are combined into four normalized component factors:

[[phi].sub.1] = [(TD + WD / 1000).sup.2],

[[phi].sub.2] = [(VD / 1000).sup.2] x (TD + HD / VD),

[[phi].sub.3] = [(MW).sup.2] x (WD + VD / VD),

[[phi].sub.4] = [[phi].sub.1][square root of (NS + MW / [(NS).sup.2])].

The units of [[phi].sub.1] and [[phi].sub.2] are [[ft.sup.2]]; the unit of [[phi].sub.3] is [[ppg.sup.2]]; the unit of [[phi].sub.4] is [[ft.sup.2] [square root of (1 + ppg)]]. Each component factor is nonlinear in the primary variables.

Key Drilling Factors

Key drilling factors are defined to capture drilling characteristics that are encountered, or are expected to be encountered, but not described by the component factors. Dodson introduced drilling factors to generalize the MRI to a larger class of wells.

The key drilling factors are user-defined qualitative variables [[psi].sub.i] that are assigned an integer-valued weight [[psi].sub.i] (w) according to the occurrence of the condition and its degree of complexity. Let [[psi].sub.i] denote de·note  
tr.v. de·not·ed, de·not·ing, de·notes
1. To mark; indicate: a frown that denoted increasing impatience.

2.
 the ith drilling factor of well w and [[psi].sub.i] (w) the corresponding numerical weight:

[[psi].sub.i] : w [right arrow] [[psi].sub.i] (w) (5)

The composite key drilling factor is determined by the sum of the drilling factor weights:

[psi] = [14.summation over (i=1)] [[psi].sub.i] (w) (6)

where the variables and corresponding weights are as follows: [[psi].sub.1]= horizontal section ([[psi].sub.1](w) = 3), [[psi].sub.2]= J-curve directional ([[psi].sub.2](w) = 3), [[psi].sub.4]= S-curve directional ([[psi].sub.3](w) = 2), [[psi].sub.4]= subsea Subsea is a general term frequently used to refer to equipment, technology, and methods employed to explore, drill, and develop oil and gas fields that exist below the ocean floors. This may be in "shallow" or "deepwater".  well installed ([[psi].sub.4](w) = 2), [[psi].sub.5]= [H.sub.2]S/C s/c abbr (= self-contained) → indipendente [O.sub.2] environment ([[psi].sub.5](w) = 1), [[psi].sub.6]= hydrate hydrate (hī`drāt), chemical compound that contains water. A common hydrate is the familiar blue vitriol, a crystalline form of cupric sulfate. Chemically, it is cupric sulfate pentahydrate, CuSO4·5H2O.  environment ([[psi].sub.6](w) = 1), [[psi].sub.7]= depleted de·plete  
tr.v. de·plet·ed, de·plet·ing, de·pletes
To decrease the fullness of; use up or empty out.



[Latin d
 sand section ([[psi].sub.7](w) = 1), [[psi].sub.8]= salt section ([[psi].sub.8](w) = 1), [[psi].sub.9]= slimhole ([[psi].sub.9](w) = 1), [[psi].sub.10] = mudline suspension system Noun 1. suspension system - a mechanical system of springs or shock absorbers connecting the wheels and axles to the chassis of a wheeled vehicle
suspension
 installed ([[psi].sub.10](w) = 1), [[psi].sub.11]= coring ([[psi].sub.11](w) = 1), [[psi].sub.12]= shallow water flow potential ([[psi].sub.12](w) = 1), [[psi].sub.13]= riserless mud to drill shallow water flows ([[psi].sub.13] (w) = 1), and [[psi].sub.14]= loop current ([[psi].sub.14] (w) = 1).

Most exploratory wells are drilled as straight as possible, while usually only the first development well is vertical. Horizontal drilling is less stable than drilling vertically, and also more difficult to log and complete [22]. If a horizontal section of a well is drilled, then a weight of "3" is assigned to the key drilling factor, while if a J-shaped or S-shaped trajectory was employed, an additional weight of "3" or "2" is included in the metric.

A subsea well is a well in which the wellhead well·head  
n.
1. The source of a well or stream.

2. A principal source; a fountainhead.

3. The structure built over a well.


wellhead
Noun

1.
, Christmas tree, and production-control equipment is located on the seabed. Subsea well drilling Well drilling is the process of drilling a hole in the ground for the extraction of a natural resource such as ground water, natural gas, or petroleum. Drilling for the exploration of the nature of the material underground (for instance in search of metallic ore) is best described  tends to be more complicated and costly than a normal tree installation, and a weight of "2" is assigned to subsea completions.

Hydrogen sulfide hydrogen sulfide, chemical compound, H2S, a colorless, extremely poisonous gas that has a very disagreeable odor, much like that of rotten eggs. It is slightly soluble in water and is soluble in carbon disulfide.  ([H.sub.2]S) and C[O.sub.2] environments require special consideration when drilling since the corrosive corrosive /cor·ro·sive/ (kor-o´siv) producing gradual destruction, as of a metal by electrochemical reaction or of the tissues by the action of a strong acid or alkali; an agent that so acts.  gases weaken the steel casing and drill string and require special operating procedures. Hydrogen sulfide is a poisonous and corrosive gas, and when in contact with steel casing and drill pipe, causes embrittlement Embrittlement

A general set of phenomena whereby materials suffer a marked decrease in their ability to deform (loss of ductility) or in their ability to absorb energy during fracture (loss of toughness), with little change in other mechanical properties, such
 and weakening. Wells with high C[O.sub.2] concentrations also lead to corrosion-related problems.

One of the technical problems in deepwater drilling is the possible formation of hydrates in the blow out preventer (BOP) or choke and kill lines. Hydrates may plug the BOP stack and well circulation path, and are difficult and time consuming to remove.

Drilling problems associated with depleted reservoirs are intrinsic to many mature fields. The water-wet sands that typify depleted zones propagate prop·a·gate
v.
1. To cause an organism to multiply or breed.

2. To breed offspring.

3. To transmit characteristics from one generation to another.

4.
 seepage losses and differential sticking Differential sticking is a problem that occurs when drilling a well with a greater well bore pressure than formation pressure, as is usually the case. The drill pipe is pressed against the wellbore wall so that part of its circumference will see only reservoir pressure, while the . Drilling fluid losses are frequently unavoidable in large fractures, and pressured shales are often interbedded with depleted sands, requiring stabilization of multiple pressure sequences with a single drilling fluid [23].

Salt is an effective agent in nature for trapping trapping, most broadly, the use of mechanical or deceptive devices to capture, kill, or injure animals. It may be applied to the practice of using birdlime to capture birds, lobster pots to trap lobsters, and seines to catch fish.  oil and gas, since as a ductile ductile /duc·tile/ (duk´til) susceptible of being drawn out without breaking.

duc·tile
adj.
Easily molded or shaped.



ductile

susceptible of being drawn out without breaking.
 material, it can move and deform surrounding sediments and create traps. Drilling salt is risky, however, since the salt is weak and undergoes continuous deformation deformation /de·for·ma·tion/ (de?for-ma´shun)
1. in dysmorphology, a type of structural defect characterized by the abnormal form or position of a body part, caused by a nondisruptive mechanical force.

2.
 like a fluid [24]. Below intruded in·trude  
v. in·trud·ed, in·trud·ing, in·trudes

v.tr.
1. To put or force in inappropriately, especially without invitation, fitness, or permission:
 salt, sediment layers are often disrupted and overpressured, and special considerations, from selecting drilling fluids to implementing casing programs and cementing procedures, are required to produce long-lasting wells in salt domes salt dome

Largely subsurface geologic structure that consists of a vertical cylinder of salt embedded in horizontal or inclined strata. In the broadest sense, the term includes both the core of salt and the strata that surround and are “domed” by the core.
. Extreme mud costs have occurred in the GOM GOM - Good Old MAD.

Don Boettner, U Mich. MAD for the IBM 360. Parts of the MTS time-sharing system were written in GOM.
 where massive lost circulation may be tolerated in sub-salt wells.

A slimhole well describes a borehole bore·hole  
n.
A hole that is drilled into the earth, as in exploratory well drilling or in building construction.
 significantly smaller than a standard approach, commonly less than 6" or 61/2" in diameter. Mudhole suspension systems and coring also add to the time and complexity of drilling.

Unusual geologic and environmental events, such as loop currents, eddies, and shallow water hazards, create special problems during drilling. Loop currents and eddies subject facilities to stress and vibration, and drilling risers that are in place may bend or Bend Or (1877-1903) was a British Thoroughbred racehorse who won the 1880 edition of the Epsom Derby. His regular jockey Fred Archer, winner of thirteen consecutive British jockey titles, said Bend Or was probably the greatest horse he had ever ridden.  bow from the current to such an extent that the vessel has to change position to stay connected. In some cases, the drill pipe may rub against the drilling riser forcing immediate shutdown. Shallow water flow occurs when drilling into over-pressured sand zones [25]. Installation of additional casing is usually required to maintain wellbore integrity in shallow flow.

Definition

The MRI is defined through the component factors, weighted by a normalized composite key drilling factor, as follows:

MRI = (1 + [psi] / 10) [4.summation over (i=1)][[phi].sub.i] (7)

The MRI is frequently used to compare the drilling performance of two or more wells, and as a predictive tool for wells in the design stage. MRI is also correlated to drilling cost. For a well that has previously been drilled, the input data and MRI can be calculated precisely. If a well is part of a planned drilling program, then estimates for the variables {TD, WD, VD, HD, MW, NS} and key drilling factors {[[psi].sub.1], ... , [[psi].sub.14]} are required to estimate the anticipated drilling risk.

Example

1. (a) Specify well characteristics encountered/expected; e.g.,{TD=15,000 ft, WD = 150 ft, VD=13,800 ft, HD=2500 ft, MW=16 ppg, NS= 6}

(b) Specify risk factors encountered/expected; e.g., {[[psi].sub.1]= horizontal section, [[psi].sub.3]= S-curve directional, [[psi].sub.7] = depleted sand section, [[psi].sub.9]= slimhole, [[psi].sub.12]= shallow water flow potential}

2. Compute component factors and key drilling factors:{[[phi].sub.1]= 229.5, [[phi].sub.2] = 241.5, [[phi].sub.3] = 258.5, [[phi].sub.4] = 582.6, [psi] = 8}.

3. Compute MRI:

MRI = (1 + [psi] / 10)[4.summation over (i=1)][[phi].sub.i] = 2,362

Discussion

The MRI was originally developed to compare the drilling performance of a small number of offset wells drilled in the late 1980's, and as such, the formulation of the metric is closely tied to the characteristics of a particular well set drilled during a specific period. The MRI was later modified to incorporate additional drilling factors not covered not covered Health care adjective Referring to a procedure, test or other health service to which a policy holder or insurance beneficiary is not entitled under the terms of the policy or payment system–eg, Medicare. Cf Covered.  in the original formulation.

The MRI currently serves as the de facto [Latin, In fact.] In fact, in deed, actually.

This phrase is used to characterize an officer, a government, a past action, or a state of affairs that must be accepted for all practical purposes, but is illegal or illegitimate.
 industry standard in the Gulf of Mexico. The MRI has a long history, is easy to comprehend and serves a useful role in aggregate comparisons, and is defined by simple, spreadsheet-programmable relationships. The parameters of the MRI are based on a minimal set of high-quality drilling data which is readily acquired.

There are a number of issue associated with the metric, however, that are deserve closer attention. Dodson introduced drilling factors to generalize the MRI to a larger class of wells, but the selection of the factors and their weight assignment appear arbitrary. The use of the drilling factors serve to create a cost-estimation tool, but the manner in which the parameters enter the model as a binary indicator with weighting factors may lead to ambiguity.

The application of user-defined weights is always problematic. If weights are not inferred through an empirical assessment of well data, the assignment can be considered arbitrary and may possibly be ambiguous; e.g., if a horizontal section of a well is drilled, a weight of "3" is assigned to the key drilling factor. On a cost per foot basis, however, horizontal wells are not necessarily more expensive than vertical holes [15]. Key drilling factors are assigned weights according to the "complexity" of the characteristic/condition that is encountered (or expected to occur) without differentiating between the magnitude of the condition; e.g., if a horizontal section of a well is drilled, then regardless of its length, it is assumed to be three times more complex/difficult than if a salt section is drilled or if a loop current is encountered. A loop current that leads to a 5-hour delay is treated identical to a 5-day delay.

Primary and key drilling factors represent the drilling process in a manner superior to the JAS variable selection, but the manner in which the MRI factors are combined and the weight selection can be improved. The composite drilling factor weight is ad hoc For this purpose. Meaning "to this" in Latin, it refers to dealing with special situations as they occur rather than functions that are repeated on a regular basis. See ad hoc query and ad hoc mode. , and it would be better to normalize normalize

to convert a set of data by, for example, converting them to logarithms or reciprocals so that their previous non-normal distribution is converted to a normal one.
 the component factors prior to summation. Although the MRI incorporates more drilling parameters than the JAS approach, the JAS methodology is more structured, and it is clear that the manner in which factors are incorporated in the MRI limits generalization gen·er·al·i·za·tion
n.
1. The act or an instance of generalizing.

2. A principle, a statement, or an idea having general application.
. The MRI is defined by an additive functional and a fixed weight selection. Generally speaking, metrics defined through a formula assignment are usually not optimally specified.

Directional Difficulty Index

A directional difficulty index (DDI) was proposed by Schlumberger engineers to evaluate the difficulty in drilling a directional well [26]. Key performance measures were identified through a questionnaire and quantified using three drilling factors derived from four primary variables:

DDI = log [TD(AHD AHD Ahead
AHD American Heritage Dictionary
AHD Australian Height Datum
AHD Arrowhead
AHD Airhead
AHD Academic Honors Diploma
AHD Alveolar Hydatid Disease
AHD Advanced Help Desk
AHD Atherosclerotic Heart Disease
 / VD)TORT], (11)

where TD is the total measured depth, AHD is along hole displacement, VD is total vertical depth, and TORT is the tortuosity tortuosity
n.
1. The quality or condition of being tortuous; twistedness or crookedness.

2. A bent or twisted part, passage, or thing.
. AHD is computed from an elliptical el·lip·tic   or el·lip·ti·cal
adj.
1. Of, relating to, or having the shape of an ellipse.

2. Containing or characterized by ellipsis.

3.
a.
 integral, and TORT describes the total curvature curvature

Measure of the rate of change of direction of a curved line or surface at any point. In general, it is the reciprocal of the radius of the circle or sphere of best fit to the curve or surface at that point.
 of the wellbore. The primary parameters related to trajectory curvature are bending angle (dogleg dog·leg  
n.
1.
a. Something that has a sharp bend, especially a road or route that bends abruptly.

b. A sharp bend or turn: Make a dogleg at the fire station and continue south.
 angle) and borehole curvature. Extensive turning of a well trajectory may twist a downhole pipe string, greatly increasing the forces applied, causing deformation. The multiplicative mul·ti·pli·ca·tive  
adj.
1. Tending to multiply or capable of multiplying or increasing.

2. Having to do with multiplication.



mul
 functional ensures that each drilling factor is given equal weight in the index, but the DDI does not consider the difficulty of drilling the formations penetrated by the trajectory.

Example

1. Specify well characteristics encountered/expected; e.g., {TD = 21,000 ft, AHD = 11,000 ft, VD = 17,500 ft, TORT = 70[degrees]}.

2. Compute DDI:

DDI = log [TD(AHD / VD)TORT] = 6

Difficulty Index

History

The difficulty index (DI) was introduced by K&M Technology Group (http://www.kmtechnology.com) to characterize the expected difficulty in drilling an extended reach well. In an extended reach well, high angles are built before drilling onward to a distant target [27]. The DI has similarities to the MRI specification, but the weights employed are frequently specified in terms of a one- or two-dimensional functional, as follows:

[delta] : [f.sub.i] [right arrow] [delta]([f.sub.i]),

[??] : [f.sub.i], [f.sub.j] [right arrow] [delta] ([f.sub.i], [f.sub.j]), (12)

where [delta] denotes a one-dimensional functional, [??] denotes a two-dimensional functional, and [f.sub.i] the ith factor of the drilling process, well bore, or other descriptor.

Factor Description

Well Path

A vertical depth factor [delta] (VD) employs a stepwise increasing linear function from 8,000 ft to 22,000 ft as shown in Table 1. The weight factor is zero for VD < 8,000 ft and saturates when VD [greater than or equal to] 22,000 ft.

A two-dimensional weight function is defined in terms of the total vertical depth below mudline, VD-WD, and horizontal reach, HD:

[??] : VD-WD, HD [right arrow] [??] (VD-WD, HD). (13)

The smallest target width at TD perpendicular to the well azimuth azimuth (ăz`əməth), in astronomy, one coordinate in the altazimuth coordinate system. It is the angular distance of a body measured westward along the celestial horizon from the observer's south point. , STW (ft), determines the weight factor (Table 2). Inclination is usually easier to control than azimuth in a deep well, and so the target width perpendicular to the well trajectory is applied. Shallow and very deep wells usually cannot achieve the reach of aggressive moderate wells due to frictional forces and mechanical load limits.

The horizontal reach at TD is computed as the "unwrapped" total length projected more onto the horizontal plane horizontal plane
n.
A plane crossing the body at right angles to the coronal and sagittal planes. Also called transverse plane.


horizontal plane 
. The weight associated with the cumulative planned dogleg at TD, DOG ([degrees]), attempts to account for directional changes beyond a simple build and hold plan (Table 3). The ideal well survey directional plan dogleg is used according to well type: for two-dimensional wells the inclination changes are added from spud to TD; for S-Turn wells, the cumulative build is added sans section doglegs; for three-dimensional wells, the survey calculation program is used to calculate cumulative dogleg from spud to TD.

Mud/Temperature/Pressure

The maximum mud weight MXMW (ppg) and oil-based mud weight MXMW/O (ppg) factor applies a stepwise increasing scale to mimic the operational complexity associated with high mud weight systems (Tables 4, 5). [delta](MXMW/O) characterizes the complexity, risk, and cost due to lost returns and the propagation of existing/induced fractures in abnormal pressure wells [28]. If a well is drilled in an underbalanced mode, a weight factor [delta]/(U) = 11 is assigned.

The bottom hole static temperature T(TD) ([degrees]F) weight factor employs a stepwise increasing linear function to account for the additional complexity of managing mud systems and personnel safety (Table 6).

Pore pressure and fracture gradients in the subsurface are uncertain in most drilling operations [29]. The fracture gradient factor FG (ppg) and the equivalent circulating density (ECD ECD Early Childhood Development
ECD Electron Capture Detector
ECD Energy Citations Database
ECD Executive Creative Director (advertising)
ECD Ethyl Cysteinate Dimer
ECD Electron Capture Dissociation
ECD Electronic Civil Disobedience
) string factor NS/ECD assigns a weight depending on the string count and fracture gradient interval as follows:

[delta](NS/ECD) = NS/ECD 0 < FG < 1.0

[delta](NS/ECD)=2x NS/ECD 1.0 [less than or equal to]_FG [less than or equal to] 1.5

[delta](NS/ECD)=4x NS/ECD 1.5 [less than or equal to] FG [less than or equal to] 2.0 (14)

Fracture gradients in hole sizes less than 8 1/2" are challenging to drill and can have high ECD's due to pipe rotation, cutting pickup when circulation is initiated, and pressure surges due to pipe movement [30]. In larger hole sizes, ECD's are lower and usually not an issue [31].

Casing/Re-Drill

The number of casing strings/liners below the drive casing is denoted NS and the corresponding weight function is shown in Table 7. For each liner tied back or string requiring rollers, simple flotation flotation
 or froth flotation

Most widely used process for extracting many minerals from their ores. The method separates and concentrates ores by altering their surfaces so that they are either repelled or attracted by water.
, and/or inverted inverted

reverse in position, direction or order.


inverted L block
a pattern of local filtration anesthesia commonly used in laparotomy in the ox.
 string weights, one point is added to the difficulty index, while two points are added for high angle wells for each casing string/liner requiring the use of differential techniques and/or rotation to slide into the hole. Additional weights are assigned as follows. Wells that require a cased-hole whipstock whipstock
Noun

the handle of a whip
 kickoff or a cement plug kickoff are assigned a weight of two points. Drill pipe whipstock slot recovery wells are assigned a weight of five points. Fishing operations that require casing string sections to be cut and pulled, milled, or pilot milled are assigned a weight of two points.

Well Type and Learning Curve

Exploration wells usually have a higher degree of risk/complexity than a typical development well, and learning economies in development drilling often reduce the difficulty of drilling a series of wells. Well type and learning is characterized by assigning the following point scheme: "6" (rank wildcat), "5" (near field wildcat), "4" (first well in a development program, or no drilling within the past two years), "2" (second well in development program, or no drilling for at least one year), and "1" (third well in development program, or no drilling for the past six months).

Equipment Capacity

The drilling system used and the available rig can have an impact on drilling success with complex systems requiring additional planning and well time. A jackup or platform with a surface wellhead is assigned the weight "1", tension leg platforms Tension leg platforms (TLPs) are wind turbines attached to floating platforms with steel cables tethered from the corners of the floating platform to a concrete-block or other mooring system on the ocean floor.  and spar systems with surface BOP's and subsea hangers hangers

used for hanging x-ray films to dry. There is a clip type, with a clip at each corner, and a channel type in which the film sits in channels in the sides of the frame.
 the weight "3", and floaters floaters /float·ers/ (flo´ters) “spots before the eyes”; deposits in the vitreous of the eye, usually moving about and probably representing fine aggregates of vitreous protein occurring as a benign degenerative change.  with subsea BOP's/wellhead the weight "5".

A number of operational constraints may also arise. "Big" rigs usually place no constraints on well design or operation, but "new" or "stacked" rigs may encounter extra mechanical problems. If the rig and crew have not previously worked for the operators drilling group additional accommodation time may be required. Weight factors are assigned as follows: "0" (extra capacity rig), "3" (rig at capacity), "6" (undersized undersized

see dwarfism, runt.
 rig); "4" (new rig or stacked within 90 days); "4" (time between rig activation date and spud date less than 30 days), "2" (31-60 days), "1" (61-90 days); "2" (rig and crew have not worked for the operator within the last two years).

Definition

The difficulty index of well w is denoted DI=DI(w) and defined as the summation of the one- and two-dimensional weight functionals, [delta]([f.sub.i]) and [??]([f.sub.i], [f.sub.j]),

DI = [summation over (i=1)][delta][f.sub.i] + [summation over (i<j)][??]( [f.sub.i], [f.sub.j]), (15)

Example

1. Specify well characteristics encountered or expected to be encountered; e.g., a rank wildcat is drilled with a surface BOP with subsea hangers and {VD = 12,000 ft, WD = 2,000 ft, HD = 4,500 ft, DOG = 65[degrees], MXMW = 15 ppg, MXMW/O = 16 ppg, T(TD) = 300[degrees]F, NS/ECD = 2, NS = 5}.

2. Compute weight factors: {[[delta].sub.1](VD)= 3, [[delta].sub.2](VD-WD, HD)= 1, [[delta].sub.3](DOG)= 5, [[delta].sub.4](MXMW)=4, [[delta].sub.5] (MXMW/O)= 6, [[delta].sub.6](T(TD)) = 2, [[delta].sub.7](NS/ECD) = 2, [[delta].sub.8](NSD NSD

Nairobi sheep disease.
)= 6, [[delta].sub.9](rank wildcat)= 6, [[delta].sub.10](surface BOP) = 3}.

3. Compute DI:

DI = [summation over (j=1)] [[delta].sub.j](f)= 38.

Discussion

The difficulty index is intended to gauge the difficulty of drilling an extended reach well, and as a gross measure, it may be useful to compare the various factors that impact drilling. Unfortunately, there is no foundational basis to the weight assessment beyond subjective reasoning. The weight functions vary with one or more factors and may be more robust than the drilling factors employed in the MRI, but the weights are not calibrated cal·i·brate  
tr.v. cal·i·brat·ed, cal·i·brat·ing, cal·i·brates
1. To check, adjust, or determine by comparison with a standard (the graduations of a quantitative measuring instrument):
 with drilling data. The DI weight functions are user-defined, similar to the DDI and MRI metrics, and this is a serious limitation since the weights are not supported by empirical analysis. It is possible in theory to discriminate between wells on the basis of the tactics employed in drilling, since some of these tactics may be observable, but frequently, most of the tactics are not reported or available for analysis.

Mechanical Specific Energy

History

The concept of Mechanical Specific Energy (MSE) was defined by Simon [32] and Teal [33] to quantify the relationship between the amount of energy required to destroy a given volume of rock. MSE has been used to evaluate the drilling efficiency of bits [34], post-well performance analysis [35], and most recently, as a real-time tool to maximize the rate of penetration and obtain a more objective assessment of drilling efficiency [36-39]. Drilling rates are often constrained by factors that the driller does not control and in ways that cannot be documented. Dupriest [38] classifies factors that determine ROP into two categories: (1) factors that create inefficiency (founder) and (2) factors that limit energy input. The three causes of founder are bit balling, bottom hole balling, and vibrations. Various factors may limit energy input, such as hole cleaning efficiency, hole integrity, mud motor The progressive cavity pump is used in reverse as a motor when drilling directional oil wells see directional drilling. Drilling fluid (known as "mud" in the oil industry) is pumped under pressure through the progressive cavity pump which causes the rotor to turn at a speed proportional  differential pressure rating, logging rotational speed Rotational speed (sometimes called speed of revolution) indicates, for example, how fast a motor is running. Rotational speed is equivalent to angular speed, but with different units. Rotational speed tells how many complete rotations (i.e.  limits, etc. Definition

The MSE is not a cost or complexity estimation model, per se, but an operational tool to optimize ROP and drill the technical limit. MSE is the calculated work that is being performed to destroy a given volume of rock. Teale derived the MSE equation

MSE = 480 x Tor x RPM / [DIA.sup.2] x ROP + 4 x WOB / [DIA.sup.2][pi] (16)

where Tor is the torque and DIA is the diameter of the drillbit. Lab tests showed that MSE remained relatively constant, regardless of changes in ROP, WOB or RPM. When a bit is operating at its peak efficiency, the ratio of energy to rock volume will remain relatively constant. This relationship is used operationally to adjust drilling parameters, such as WOB or RPM, to avoid founder, and to manage the drilling process. The instantaneous penetration rate depends upon rock strength, borehole pressure, and formation fluid pressures. Typically, increasing borehole pressure will reduce penetration rate in an impermeable impermeable /im·per·me·a·ble/ (-per´me-ah-b'l) not permitting passage, as of fluid.

im·per·me·a·ble
adj.
Impossible to permeate; not permitting passage.
 rock, while increasing the borehole and pore pressure differential will reduce penetration rate in a permeable permeable /per·me·a·ble/ (per´me-ah-b'l) not impassable; pervious; permitting passage of a substance.

per·me·a·ble
adj.
That can be permeated or penetrated, especially by liquids or gases.
 rock. ROP (ft/hr) is related to the MSE (ksi), the bit diameter DIA (in), and the power input to drilling W (hp) by [36]:

ROP = 2538 x W / MSE x [DIA.sup.2] (17)

The highest penetration rate that can be achieved under ideal drilling conditions is described by the technical limit penetration rate:

TLROP = 2538 x W / TLSE TLSE Toulouse (France)
TLSE Transformed Least Squares Estimate
TLSE Theater Logistic Support Element
 x [DIA.sup.2].

Curry [36] correlated rotating days, normal, and total dry hole days per 1,000 m against TLSE for a small set of wells. The correlation for rotating days was very strong, but for the wider measures of drilling performance, many factors besides drillability affect performance.

Discussion

Operations personnel have tended to study the performance of successful wells to identify success factors, and in an attempt to duplicate the success, the tendency developed to use the bit, bottomhole assembly, and directional steering system steering system, in automobiles, steering wheel, gears, linkages, and other components used to control the direction of a vehicle's motion. Because of friction between the front tires and the road, especially in parking, effort is required to turn the steering wheel.  in offset or similar wells [39]. ROP management as practiced by ExxonMobil focuses on the extension of limitations, rather than the identification of superior bit systems. ROP is advanced by identifying specific limiters and re-engineering, rather than seeking a better performing system from empirical experience.

The field process for using MSE allows drillers to adjust parameters and observe whether the MSE increases or declines. Parameters are maintained at the point in which MSE is at its minimum. After drilling is optimized, engineering redesign is often necessary to adjust nozzles and flow rates to achieve the highest hydraulic horse power per square inch. Dupriest describes the use of MSE surveillance to optimize the drilling process work flow, through the identification of the best operating parameters and by providing the quantitative data to costs justify design changes [37-39].

Conclusions

Many factors influence penetration rate, and as metrics become further removed from the technical aspects of drillability, additional factors influence the performance measures. Several methods exist to quantify drilling cost and complexity. The methods attempt to balance the variability involved in the operation with the uncertainty of selecting relevant factors in constructing a descriptive model. The primary models to estimate drilling cost and complexity was reviewed, including the structural basis of the models and their underlying assumptions. The JAS and MRI are commonly employed in the Gulf of Mexico, but little or no attention has been devoted to the structural basis of the procedures or reliability of the assessment. Recent advances in using the MSE to manage and quantify the drilling process was highlighted.

References

[1] Bourgoyne, A.T., K.K. Millheim, M.E. Chenevert, and F.S. Young, Applied Drilling Engineering Drilling engineering is a subset of petroleum engineering. It is primarily involved in the design and drilling of production and injection wells. The drilling engineer has the responsibility for the efficient penetration of the earth by a well bore, and for cementing of the steel , Society of Petroleum Engineers, Richardson, TX, 2003.

[2] Iyoho, A.W., R.A. Meize, K.K. Millheim, and M.J. Crumrine, "Lessons from integrated analysis of GOM drilling performance," SPE SPE - Software Practice and Experience  Drilling and Completion, 20(1): 6-16, 2005.

[3] Bond, D.F., Scott, P.W., Page, P.E. and T.M. Windham, "Step change improvements and high rate learning are delivered by targeting technical limits on subsea wells," SPE/IADC 35077, 1996 SPE/IADC Drilling Conference, New Orleans New Orleans (ôr`lēənz –lənz, ôrlēnz`), city (2006 pop. 187,525), coextensive with Orleans parish, SE La., between the Mississippi River and Lake Pontchartrain, 107 mi (172 km) by water from the river mouth; founded , LA, March 1996.

[4] McCammon, K.C. and W,M. MacKinlay, "The development and implementation of a drilling database: a case study," SPE 26257, New Orleans, LA, July 1993.

[5] Jabbar, A., M. Saifaldeen, S.A.R. Hhabet, "Integrated footage contract vs. day rate: drilling time and cost analysis," SPE/IADC 39255, SPE/IADC Middle East Drilling Conference, Bahrain, November 1997.

[6] Jenkins, P.B. and A.L. Crockford, "Drilling costs," SPE 5266, SPE-European Meeting, London, England, April 1975.

[7] Noerager, J. A., White, J.P., Floetia, A., "Drilling time predictions for statistical analysis," SPE/IADC 16164, 1987 SPE/IADC Drilling Conference, New Orleans, March 1987.

[8] Peterson, S.K., J.A. Murtha, and F.F. Schneider, "Risk analysis and Monte Carlo simulation Monte Carlo Simulation

A problem solving technique used to approximate the probability of certain outcomes by running multiple trial runs, called simulations, using random variables.
 applied to the generation of drilling AFE estimates," SPE 26339, Houston, TX, October 1993.

[9] Kitchel. G.B., S.O. Moore, W.H. Banks, and B.M. Borland, "Probabilistic (probability) probabilistic - Relating to, or governed by, probability. The behaviour of a probabilistic system cannot be predicted exactly but the probability of certain behaviours is known. Such systems may be simulated using pseudorandom numbers.  drilling cost estimating," SPE 35990, Dallas, TX, June 1996.

[10] 1964 Joint Association Survey of the U.S. Oil and Gas Producing Institute, Washington, D.C., June 1967.Industry, Section I: Drilling Costs, American Petroleum

[11] 1974 Joint Association Survey of the U.S. Oil and Gas Producing Industry, Section I: Drilling Costs, American Petroleum Institute, Washington, D.C., March 1976.

[12] 1985 Joint Association Survey on Drilling Costs, American Petroleum Institute, Washington, D.C., November 1986.

[13] 1993 Joint Association Survey on Drilling Costs, American Petroleum Institute, Washington, D.C., November 1994.

[14] 1995 Joint Association Survey on Drilling Costs, American Petroleum Institute, Washington, D.C., November 1996.

[15] 2001 Joint Association Survey on Drilling Costs, American Petroleum Institute, Washington, D.C., December 2002.

[16] U.S. Department of Energy/Energy Information Administration, Indexes and Estimates of Domestic Well Costs 1984 and 1985, USDOE/EIA-0347 (84-85), Washington, D.C., November 1985.

[17] Williams, C., Mason, J.S., and J. Spaar, "Operational efficiency on eight-well sidetrack program saves $7.3 million vs. historical offsets in MP 299/144 GOM," SPE/IADC Paper No. 67826, presented at the SPE/IADC Drilling Conference, Feb. 27--March 1, Amsterdam, Netherlands, 2001.

[18] Dodson, J. and T. Dodson, "Drilling efficiency numbers static," Offshore, 55 (9), 26-28, January 2003.

[19] Proehl, T.S., "Pore pressures, fracture gradients, and drilling economics," IADC/SPE 27493, IADC/SPE Drilling Conference, Dallas, TX, February 15-18, 1994.

[20] Rach, N.M., "Underbalanced, near-balanced drilling are possible offshore," Oil and Gas Journal, 101 (46), 39-44, 2003.

[21] Bourgoyne, A.T., "Well control considerations for underbalanced drilling," SPE 38584, SPE Annual Technical Conference, San Antonio San Antonio (săn ăntō`nēō, əntōn`), city (1990 pop. 935,933), seat of Bexar co., S central Tex., at the source of the San Antonio River; inc. 1837. , TX, October 5-8, 1997.

[22] Joshi, S.D., "Cost/benefits of horizontal wells," SPE 83621, SPE Western Regional/AAPG Pacific Section Meeting, Long Beach, CA, May 19-24, 2003.

[23] Hariharan, P.R. and B. Judge, "Benefits of dual-gradient methods for drilling upper hole sections," World Oil, January 2003, 44-47.

[24] Barker, J.W., K.W. Feland, and Y.H. Tsao, "Drilling long salt sections along the U.S. gulf coast," SPE 24605, SPE Annual Technical Conference and Exhibition, Washington, D.C., October 4-7, 1992.

[25] Bourgoyne, P.A., A. T. Bourgoyne, and D. Hannegan, "A subsea rotating control head for riserless drilling applications," IADC/SPE 33523, IADC IADC International Association of Drilling Contractors
IADC International Association of Defense Counsel
IADC Inter-Agency Space Debris Coordination Committee
IADC Inter-American Defense College
IADC International Association of Dredging Companies
 International Deepwater Well Control Conference, Houston, TX, August 26-27, 1998.

[26] Oag, A.W. and M. Williams, "The directional difficulty index--a new approach to performance benchmarking," IADC/SPE 59196, IADC/SPE Drilling Conference, New Orleans, LA, Feb 23-25, 2000.

[27] Shirley, K., "Extended-reach drilling: the viable alternative for field development," The American and Gas Reporter, 46 (4), 97-104, April 2003.

[28] Tibbits, G., T.Tek, R.C. Long, B.E. Miller, and A.D. Black, "World's first benchmarking of drilling mud-hammer performance at depth conditions," IADC/SPE Drilling Conference, Dallas, TX, February 2002.

[29] Proehl, T.S., "Geomechanical uncertainties and exploratory drilling costs," SPE/ISRM 78230, Irving, TX, October 2002.

[30] Hannegan, D.M. "UBD UBD - User Brain Damage  tolls and technology solve conventional deepwater drilling problems," AADE AADE American Association of Diabetes Educators
AADE American Association of Dental Examiners
AADE American Association of Dental Editors
AADE Army Air Defense Element
 National Drilling Technical Conference, Houston, TX, March 27-29, 2001.

[31] "Benchmarking deep drilling final report," prepared by Schlumberger Data and Consulting Services Noun 1. consulting service - service provided by a professional advisor (e.g., a lawyer or doctor or CPA etc.)
service - work done by one person or group that benefits another; "budget separately for goods and services"
, Pittsburgh, PA, Nov 2004.

[32] Simon, R. "Energy balance in rock drilling," SPE Journal, Dec 1963, 298-306.

[33] Teale, R., "The concept of specific energy in rock drilling," Int. J. Rock Mech & Mining Sci, 2(1965), 57-73.

[34] Rabia, H., "Specific energy as a criterion for bit selection," JPT JPT Journal of Petroleum Technology
JPT Java Power Tools
JPT JP Taravella High School (Coral Springs, Florida)
JPT Joint Project Team
JPT Jet Pipe Temperature (aeronautics)
JPT Joint Planning Team
 (July 1985) 1225-1229.

[35] Pessier, R.C. and M.J. Fear "Quantifying common drilling specific coefficient of sliding friction (Mech.) the resistance one body meets with in sliding along the surface of another, as distinguished from rolling friction.

See also: Sliding
," SPE 24584, 1992 SPE Annual Technical Conference and Exhibition, Washington, D.C., Oct 1992.

[36] Curry, D., H. Christensen, M. Fear, A. Govzitch, B. Huges, and L. Aghazada, "Technical limit specific energy--an index to facilitate drilling performance evaluation Performance evaluation

The assessment of a manager's results, which involves, first, determining whether the money manager added value by outperforming the established benchmark (performance measurement) and, second, determining how the money manager achieved the calculated return
," SPE/IADC 92318, 2005 SPE/IADC Drilling Conference, Amsterdam, Netherlands, February 23-25, 2005.

[37] Dupriest, F.E. and Keoderitz, W., "Maximizing drill rates with real time surveillance of mechanical specific energy," SPE 92194, 2005 SPE/IADC Drilling Conference, Amsterdam, Netherlands, February 23-25, 2005.

[38] Dupriest, F.E., "Maximizing ROP with real-time analysis of digital data and MSE," IPTC IPTC International Press Telecommunications Council
IPTC International Petroleum Technology Conference
IPTC In-Prison Therapeutic Community
IPTC Innovation and Productivity Tax Credit (Canada) 
 10706, International Petroleum Technology Conference, Doha, Qatar, November 2005.

[39] Dupriest, F.E., "Comprehensive drill-rate management process to maximize rate of penetration," SPE 102210, 2006 SPE Annual Technical Conference and Exhibition, San Antonio, TX, September 2006.

Mark J. Kaiser

Center for Energy Studies Louisiana State University Louisiana State University and Agricultural and Mechanical College, generally known as Louisiana State University or LSU, is a public, coeducational university located in Baton Rouge, Louisiana and the main campus of the Louisiana State University System.  

Energy Coast & Environment Building Nicholson Extension Drive

Baton Rouge Baton Rouge (băt`ən rzh) [Fr.,=red stick], city (1990 pop. 219,531), state capital and seat of East Baton Rouge parish, SE La. , LA 70803, U.S.A

E-mail: mkaiser@lsu.edu
Table 1: Vertical Depth Weight Function.

[delta](VD)                   VD (ft)

     0                       VD < 8,000
     1         8,000 [less than or equal to] 9' 10,000
     2        10,000 [less than or equal to] 9' 12,000
     3        12,000 [less than or equal to] 9' 14,000
     4        14,000 [less than or equal to] 9' 16,000
     5        16,000 [less than or equal to] 9' 17,000
     6        17,000 [less than or equal to] 9' 19,000
     7        19,000 [less than or equal to] 9' 20,000
     8        20,000 [less than or equal to] 9' 22,000
     9          VD [greater than or equal to] 22,000

Table 2: Smallest Target Width Weight Function

[delta](STW)                 STW (ft)

     0                       STW > 300
     1         250 < STW [less than or equal to] 300
     2         200 < STW [less than or equal to] 250
     3         150 < STW [less than or equal to] 200
     5         100 < STW [less than or equal to] 150
     6         50 < STW [less than or equal to] 100
     7            STW [less than or equal to] 50

Table 3: Cumulative Planned Dogleg Weight Function

[delta]/(DOG)              DOG ([degrees])

      0                        DOG < 40
      1          40 [less than or equal to] DOG < 60
      2          60 [less than or equal to] DOG < 80
      3          80 [less than or equal to] DOG < 100
      4         100 [less than or equal to] DOG < 120
      5         120 [less than or equal to] DOG < 140
      6         140 [less than or equal to] DOG < 160
      7         160 [less than or equal to] DOG < 180
      8         180 [less than or equal to] DOG < 200
      9         200 [less than or equal to] DOG < 220
     10           DOG [greater than or equal to] 220

Table 4: Maximum Mud Weight Function

[delta]/(MXMW)                MXMW (ppg)

      0                        MXMW < 12
      1          12 [less than or equal to] MXMW < 13
      2          13 [less than or equal to] MXMW < 14
      3          14 [less than or equal to] MXMW < 15
      4          15 [less than or equal to] MXMW < 16
      6          16 [less than or equal to] MXMW < 17
      8          17 [less than or equal to] MXMW < 18
      10           MXMW [greater than or equal to 18

Table 5: Maximum Oil-Based Mud Weight Weight Function

[delta]/(MXMW/O)                MXMW/O (ppg)

       0                        MXMW/O < 14
       4           14 [less than or equal to] MXMW/O < 15
       5           15 [less than or equal to] MXMW/O < 16
       6           16 [less than or equal to] MXMW/O < 17
       7            MXMW/O [greater than or equal to] 17

Table 6: Bottom Hole Static Temperature Weight Function

[delta]/(T)              T ([degrees]F)

     0                      T < 250
     1        250 [less than or equal to] T < 300
     2        300 [less than or equal to] T < 325
     3        325 [less than or equal to] T < 350
     4        350 [less than or equal to] T < 375
     5          T [greater than or equal to] 375

Table 7: Number of Strings Weight Function

[delta]/(NS)                NS

     0                       1
     1                       2
     2                       3
     4                       4
     6                       5
     9         [greater than or equal to] 6
COPYRIGHT 2007 Research India Publications
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2007 Gale, Cengage Learning. All rights reserved.

 Reader Opinion

Title:

Comment:



 

Article Details
Printer friendly Cite/link Email Feedback
Author:Kaiser, Mark J.
Publication:International Journal of Petroleum Science and Technology
Article Type:Technical report
Geographic Code:1USA
Date:Jun 1, 2007
Words:9738
Next Article:An empirical model for predicting crude sludging potential caused by acidizing.
Topics:



Related Articles
Public Economics. (Bureau News).
Backward estimation of exposure to organochlorines using repeated measurements.
Meteorology and Oceanography Command takes CNO's Sea Enterprise to heart.
IAOS Satellite Meeting "Measuring Small and Indigenous Populations".
Analyzing complex survey data, 2d ed.
Time-Driven activity-based costing.
Are your data good enough: a checklist for mining prospects.
Cooperative control of distributed multi-agent systems.

Terms of use | Copyright © 2014 Farlex, Inc. | Feedback | For webmasters