Index

Numerics

  • 3D scatterplots
  • 3D seismic data comparisons
  • 3D seismic surveys
  • 3D trace plots
  • 4D seismic surveys
  • 80/20 Rule

A

  • a priori truths
  • abrupt change
  • accessibility, in data management
  • additive production curve
  • AI-based reservoir models
  • Albran, K.
  • Aminzadeh, F.
  • amplitude envelope
  • analysis of history matching simulation runs
  • analysis of variance (ANOVA)
  • analytical center of excellence (ACE)
  • analytical data warehouses (ADWs)
  • analytical methodologies
  • analytical simulation workflow
  • analytical workflows
  • analytics
    • analytical versus forecasted results
    • lifecycle of
  • analyze phase
  • appended
  • appraisal management
  • appraisal phase, of petroleum operations
  • architecture, as advanced analytical methodology
  • areal distributions
  • Aristotle
  • Arps hyperbolic model
  • artificial gas injection technique
  • artificial intelligence (AI)
  • artificial lift systems
  • Artificial Neural Network (ANN)
  • assisted history matching
  • associations, as descriptive modeling technique
  • automated time series selection
  • average linking
  • AVO analysis
  • AVO attributes

B

  • bagging
  • Bakken formation
  • Barhen, J.
  • Batyrshin, I.
  • Bayesian analysis
  • Bayesian Belief Network (BBN)
  • behavioral threshold
  • benefits realization, in reservoir simulation
  • best practices
    • data management
    • reservoir management
    • unconventional completion
  • BHP
  • Big Analytics, combined with Big Data
  • Big Data
    • about
    • analytics
    • case studies
    • combined with Big Analytics
    • data-driven system
    • enterprise analytics
    • exploration and production (E&P) value propositions
    • hybrid expert system
    • integration of soft computing techniques
    • multivariate geostatistics
    • workflows
  • bivariate analysis
  • boosting
  • bootstrap aggregation
  • bootstrapping module
  • bottom hole assembly (BHA)
  • box and whisker plots
  • box plots
  • branch
  • bubble plots
  • building models
  • business intelligence (BI)
  • Butler, R.

C

  • capability gap, technological
  • CAPEX
  • career paths
  • case studies
    • Big Data
    • data management
    • drilling performance optimization
    • exploratory data analysis
    • production data quality control framework
    • production forecasting
    • production optimization
    • reservoir characterization
    • reservoir management
    • reservoir properties defined by seismic attributes
    • reservoir simulation
  • case-based reasoning
  • categorical cloud transform
  • CDP
  • central tendency, measures of
  • centroid method
  • classical data analysis
  • classification models, as predictive modeling technique
  • classification task, of reservoir management
  • cluster analysis
  • cluster seeds
  • cluster-based similarity partitioning (CSPA)
  • clustering
  • clustering module
  • coefficient of determination (R2)
  • collaboration and analytical framework, in data management
  • collinearity
  • complete linkage
  • complex event processing (CEP)
  • complexity
  • component pattern profiles
  • computational intelligence (CI)
  • concept hierarchy generation
  • conditional probability table (CPT)
  • confidence levels
  • confirmatory data analysis
  • content categorization
  • continuous gas lift (CGL) oil field system
  • continuous wavelet transform (CWT)
  • contour plot
  • control phase
  • core team
  • correlation
  • correlation matrix
  • Cosentino, L.
  • critical factors
  • cube aggregation
  • cumulative distribution function (CDF)
  • curvature attributes
  • curve estimation
  • customer relationship management (CRM)

D

  • da Vinci, L.
  • dashboard
  • data
    • availability in data management
    • depth-related
    • structured
    • uncovering hidden patterns in
    • unstructured
  • data analyst
  • data cleansing
  • data clustering
  • data enrichment
  • data exploration
  • data integration
  • data management (DM)
    • about
    • as advanced analytical methodology
    • best practices
    • Big Data analytics
    • case study
    • data repositories
    • exploration and production (E&P) value propositions
    • extraction process
    • four-tiered architecture
    • loading process
    • oilfield
    • platform
    • responsibilities of
    • standard data sources
    • structured data
    • as tenet of upstream data analysis
    • transformation process
    • unstructured data
  • data marts
  • data mining (DM)
    • defined
    • methodology of
    • pattern recognition and
    • SEMMA definition of
  • data mining module
  • data monitoring
  • DATA= option, UCM procedure
  • Data Partition
  • data preparation
  • data profiling
  • data quality
  • data reduction
  • data repositories
  • data sources, standard
  • data transformation
  • data visualization
  • data warehousing
  • data-driven activities
  • data-driven modeling (DDM)
  • data-driven systems
  • David, M.
  • De la Vega, E.
  • decision teams
  • Decision Tree (DT)
  • decision tree model
  • decision variable
  • decline curve analysis (DCA)
  • deepwater electric submersible pumps case study
  • de-fuzzification process
  • Deming, W.E.
  • dendogram
  • deploying models
  • depth-related data
  • Descartes, R.
  • description task, of reservoir management
  • descriptive/exploratory models
  • deterministic estimate
  • development phase, of petroleum operations
  • DHI
  • differential sticking
  • digital oilfield strategy
  • digital oilfields of the future (DOFFs)
    • about
    • defined
    • integrated actions
    • reservoir management
  • dimensionality reduction
  • discretization
  • Distance-to-Model valuation
  • downhole distributed sensing (DTS)
  • drilling and completion optimization
  • drilling efficiency
  • drilling engineer
  • drilling parameter optimization
  • drilling performance optimization
    • about
    • case studies
    • drilling parameter optimization
    • exploration and production (E&P) value propositions
    • mitigation of nonproductive time
  • drilling time-series pattern recognition
  • Duong power-law model

E

  • early warning detection system case study
  • 80/20 Rule
  • Einstein, A.
  • electronic submersible pumps (ESP) technique
  • en echelon faulting
  • energistics
  • enhanced oil recovery (EOR)
  • enhancement phase, of petroleum operations
  • ensemble clusters
  • ensemble segmentations
  • enterprise analytics
  • enterprise data warehouse
  • enterprise resource planning (ERP)
  • essence of things
  • estimated ultimate recovery (EUR)
  • estimation task, of reservoir management
  • evaluating results
  • event stream processing
  • evolution
  • evolutionary algorithm
  • expert systems
  • exploration analysis
  • exploration and production (E&P) value propositions
    • Big Data
    • data management
    • defined
    • drilling performance optimization
    • exploratory data analysis (EDA) techniques
    • predictive data analysis
    • production forecasting
    • production optimization
    • reservoir characterization
    • reservoir management
    • reservoir simulation
    • seismic attribute analysis
    • soft computing
    • trends in
  • exploration phase, of petroleum operations
  • exploratory data analysis (EDA)
    • case studies
    • components
    • data visualization
    • defined
    • ensemble segmentations
    • exploration and production (E&P) value propositions
    • statistical graphs and plots
    • techniques
  • exponential decline
  • extended teams
  • extract, transform and load (ETL)
  • extraction process

F

  • factors, weighting
  • Fast Fourier Transform (FFT)
  • Federal legislation, as advanced analytical methodology
  • feed-forward adaptation
  • Few, S.
  • field segmentation
  • fields, dividing into regions
  • Filter node
  • first principles
  • flexibility, in data management
  • forecasted results, versus analytical results
  • formulating problems
  • 4D seismic surveys
  • four-tiered architecture, of data management
  • F-statistics
  • fully independent characteristic
  • fuzzy logic (FL)
    • about
    • constitutional components of
    • defined
    • de-fuzzification process
    • If-Then
    • input-output variables
    • integrating soft computing techniques
  • fuzzy rules-based systems, as soft computing technique

G

  • gamma rays
  • Garcia, M.
  • gas lift
  • gas lift mandrel
  • gas lift valve
  • gas over
  • gas under
  • gas-oil ratio (GOR)
  • Gas-Oil Separation Plant (GOSP)
  • gas-water contact (GWC)
  • Gaussian Simulation (SGS) methodology
  • generalized likelihood/uncertainty estimation (GLUE)
  • genetic algorithms (GA)
  • geographic information systems (GIS)
  • geologist
  • geometrical attributes
  • geophysicist
  • geospatial visualization
  • geostatistics
  • geo-steering
  • GGRE (subsurface management system)
  • Ghosh, J.
  • Gray, J.
  • grid computing

H

  • Haajizadeh, M.
  • Hafez, H.H.
  • Halbouty, M.T.
  • Haldorsen, H.H.
  • HardShrink thresholding
  • heat maps
  • hidden patterns, uncovering in data
  • hierarchical cluster analysis algorithm
  • hierarchical clustering
  • high-performance analytics
    • about
    • grid computing
    • in-database analytics
    • in-memory analytics
  • Hilbert Transform
  • histograms
  • history matching process
  • holistic data integration/management
  • Hotteling T2 chart
  • HSE
  • Huang, Z.
  • Huckabee, P.
  • human-level artificial intelligence
  • hybrid expert system
  • hydrostatic pressure (Ph)
  • hyperbolic decline

I

  • If-Then
  • implementation architecture
  • improve phase
  • improved oil recovery (IOR)
  • impurity, measures of
  • imputation
  • Impute node
  • in-database analytics
  • information aggregation, in data management
  • information availability, in data management
  • information management (IM)
    • strategy
    • technology specialist
  • information platform, in data management
  • information technology (IT)
  • in-memory analytics
  • innovation tier, of implementation architecture
  • innovative analytical workflow in mature fields case study
  • input-output variables
  • instantaneous attributes
  • integration tier, of implementation architecture
  • interactive data visualization, in reservoir simulation
  • interval attributes
  • intervention management
  • inverse distance weighting
  • invisible lost time (ILT)

J

  • Jaccard coefficient
  • jackknife technique
  • Jochen, V.A.
  • Journel, A.

K

  • Kepler, J.
  • key performance indicators (KPIs)
  • K-Means clustering
  • K-means partitive
  • knowledge discovery in databases (KDD)
  • knowledge platform, in data management
  • Koehler, F.
  • Kohonen, T.
  • kriging algorithm

L

  • Lambrou, T.
  • Laney, D.
  • Law of the Excluded Middle
  • laws of logic
  • leaves
  • Lee, T.B.
  • Lendzionowski,V.
  • LEVEL statement
  • Levenstein, A.
  • linear production curve
  • loading process
  • logistic regression

M

  • machine learning (ML)
  • Mallow’s Cp
  • Markov, M.
  • massively parallel processing (MPP)
  • master data management (MDM)
    • defined
    • environment
    • processes
  • material balance technique
  • Matheron, G.
  • mature field
  • maturity matrix
  • maximally variant
  • maximize production in unconventional reservoirs case study
  • maximizing recovery factors
  • maximum-likelihood Bayesian-model averaging
  • Maxwell, J.C.
  • mean squared error (MSE)
  • mechanical specific energy (MSE)
  • meta-clustering algorithm (MCLA)
  • metadata
  • Minquan, J.
  • mitigation of nonproductive time
  • Modavi, A.
  • Model Comparison node
  • MODEL statement
  • model-driven activities
  • modules
    • See specific modules
  • Mohaghegh, S.
  • monitoring results
  • Monte-Carlo simulation
  • mosaic plot
  • mud-logging systems
  • multicollinearity
  • multidimensional perspective
  • multiplicative production curve
  • multivariant perspective
  • multivariate analysis (MVA)
  • multivariate geostatistics
  • multivariate perspective
  • multivariate statistical analysis
  • mutually orthogonal

N

  • Naive Bayes (NB)
  • nearest-neighbor algorithm
  • Neidell, N.
  • Neural Network node
  • neural networks
  • neuro-fuzzy (NF) system
  • neurons
  • Newton, I.
  • nodes
    • See also specific nodes
  • nonlinear optimization solver
  • nonlinear production curve
  • nonlinear regression and transformation
  • nonproductive time (NPT)
    • catalog
    • defined
    • methodology
    • mitigation of
    • reducing
  • normal move-out (NMO)
  • normalization
  • numerosity reduction

O

  • objective function (OF)
  • oblique clustering
  • oil production prediction for infill well case study
  • oilfield analytics
    • oilfield appraisal management
    • oilfield data management
    • oilfield drilling and completion optimization
    • oilfield exploration analysis
    • oilfield intervention management
    • oilfield performance forecasting
    • oilfield production optimization
    • oilfield reservoir management
  • oil-water contact (OWC)
  • online analytical processing (OLAP)
  • ontology management
  • OPen Connectivity (OPC)
  • operational intelligence, compared with business intelligence
  • operational technology (OT)
  • OPEX
  • optimal gas lift region
  • optimization of gas-injected oil wells case study
  • optimization tier, of implementation architecture
  • optimized history matching
  • original oil in place (OOIP)
  • outliers

P

  • Panova, A.
  • pareto charts
  • Pareto’s Principle
  • Partial Least Squares node
  • partition tree model
  • pattern recognition
    • data mining and
    • drilling time-series
  • people, aligning
  • performance forecasting
  • performance gaps
  • performance platform, in data management
  • performance qualifiers (PQs)
  • petroleum economist
  • petroleum engineer
  • petrophysicist
  • Ph (hydrostatic pressure)
  • phase-shift operator
  • piecewise aggregate approximation
  • Pinedale asset
  • Pipeline Open Data Standard (PODS)
  • Plato
  • polygon plot
  • POSC Caesar Association (PCA)
  • position, measures of
  • positive displacement motor (PDM)
  • post-stack attributes
  • predicting
    • future events with real-time data interpretation
    • reservoir properties
  • predictive alarm
  • predictive asset maintenance workflow
  • predictive data analysis
    • about
    • EDA components
    • exploration and production (E&P) value propositions
  • predictive models
  • PRESS statistics
  • pre-stack attributes
  • Principal Component Analysis (PCA)
    • combined with factor analysis
    • defined
    • maximizing recovery factors with
    • multivariate statistical analysis
    • for predicting reservoir properties
    • seismic attribute analysis
    • of singular seismic attribute
  • Principal Components node
  • principal-component-space
  • probability plots
  • processes, aligning
  • production data
  • production data quality control framework case study
  • production engineer
  • production forecasting
    • about
    • case studies
    • exploration and production (E&P) value propositions
    • unconventional reserves estimation
    • web-based decline curve analysis solution
  • production logging tool (PLT) data
  • production optimization
    • about
    • in analytical framework
    • case studies
    • exploration and production (E&P) value propositions
    • strategies and tactics
  • production phase, of petroleum operations
  • Professional Petroleum Data Management (PPDM)
  • proppant
  • proxies
  • P/Z analysis

Q

  • quadratic mean
    • See root mean square (RMS)
  • qualitative attributes
  • quantification of uncertainty, as tenet of upstream data analysis
  • quantile-quantile (Q-Q) plots
  • quantitative attributes
  • query-based analytics

R

  • R2 (coefficient of determination)
  • rank correlation coefficient
  • Raphael
    • The School of Athens
  • rate of penetration
  • rate-cumulative analysis
  • rate-cumulative predictive models
  • rate-time analysis
  • rate-time predictive models
  • real-time analytical workflows
  • real-time data interpretation
  • Real-Time Operation Center (RTOC)
  • recovery factor analysis case study
  • recovery factors, maximizing
  • regions, dividing fields into
  • regression models, as predictive modeling technique
  • Regression node
  • regressions
  • relational database management system (DBMS)
  • reservoir characterization
    • about
    • case studies
    • cycle of
    • exploration and production (E&P) value propositions
    • exploratory data analysis
    • SOMs and cluster analysis
    • traditional data analysis
  • Reservoir Characterization Analytical Model
  • reservoir engineer
  • reservoir heat map
  • reservoir management
    • about
    • analytical center of excellence
    • analytical workflows
    • best practices
    • case studies
    • digital oilfields of the future
    • exploration and production (E&P) value propositions
    • lifecycle
    • tasks of
  • reservoir modeling workflow
  • reservoir properties
    • defined by seismic attributes
    • predicting
  • reservoir simulation
    • about
    • case studies
    • exploration and production (E&P) value propositions
    • models
    • surrogate models
  • response
  • risk assessment, as tenet of upstream data analysis
  • rock formation pressure (Pf)
  • rock solid attributes
  • root mean square (RMS)
  • root mean square error (RMSE)
  • root node of the tree
  • root-cause analysis
  • rotating plot
  • Rule Induction (RI)
  • Rules Builder node
  • Russom, P.

S

  • Sample node
  • Sandoval, G.
  • Sarbanes-Oxley
  • scatterplots
  • The School of Athens (Raphael)
  • score plots
  • scree plots
  • Segment Profile node
  • segmentation task, of reservoir management
  • seismic attribute analysis
    • about
    • exploration and production (E&P) value propositions
    • PCA/SOM/ANN pattern recognition workflow
    • reservoir characterization
    • reservoir management
    • reservoir properties defined by
    • seismic trace analysis
    • time-lapse seismic exploration
  • seismic attributes
  • seismic trace analysis
    • 3D seismic data comparisons
    • about
    • analytical versus forecasted results
    • case studies
    • data mining and pattern recognition
    • feature identification
    • reservoir characterization analytical model
    • seismic trace feature identification
    • single trace analysis
    • singular spectrum analysis
    • unsupervised seismic analysis
  • select
  • selectionism
  • self-organizing maps (SOMs)
  • semantic data
  • semivariogram
  • SEMMA process
  • sentiment analysis
  • sequences, as descriptive modeling technique
  • Serra, J.
  • service-oriented architecture (SOA)
  • shale production management
  • shape, measures of
  • Sheremetov, L.
  • Shneiderman, B.
  • simulation algorithms
  • single envelope attribute
  • single linkage
  • single trace analysis
    • about
    • fast Fourier Transform
    • Hilbert Transform
    • Principal Component Analysis
    • spectral analysis
    • time series analysis
    • wavelet decomposition
  • single variable analysis (SVA)
  • single-sided spectrum
  • singular spectrum analysis (SSA)
    • about
    • basic time series analysis
    • unobserved component model analysis
  • SLOPE statement
  • Smith, T.
  • soft computing
    • about
    • careers
    • defined
    • descriptive models
    • evolution
    • exploration
    • exploration and production (E&P) value propositions
    • high-performance analytics
    • integration of techniques
    • oilfield analytics
    • predictive models
    • production value propositions
    • SEMMA process
    • techniques of
    • tenets of upstream data
    • upstream data analysis
  • solution architecture
  • SOM/Kohonen node
  • spatial distribution
  • spatiotemporal
  • spectral analysis
  • Spivey, J.P.
  • StatExplore node
  • statistical graphs and plots
    • box and whiskers
    • bubble plots
    • heat maps
    • histograms
    • probability plots
    • scatterplots
    • tree maps
  • steam assisted gravity drainage (SAGD)
  • steam-to-oil ratio (SOR)
  • stemming process
  • stepwise regression model
  • stochastic perspective
  • Strehl, A.
  • stretched-exponential decline model (SEDM)
  • strong analytic signal
  • structured data
    • See also Big Data
  • stuck-pipe model
  • subsurface management system (GGRE)
  • summarization
  • Supervisory Control and Data Acquisition (SCADA) systems
  • Support Vector Machine (SVM)
  • surrogate reservoir models (SRMs)
  • surveillance tier, of implementation architecture
  • symmetric multiprocessing (SMP)

T

  • Taggart, I.J.
  • Taner, M.T.
  • text analytics (TA)
  • text mining
  • thief zones
  • 3D scatterplots
  • 3D seismic data comparisons
  • 3D seismic surveys
  • 3D trace plots
  • time series analysis
  • Time Series node
  • time windows
  • time-lapse seismic exploration
  • TIMESERIES procedure
  • Toomarian, N.B.
  • top-down intelligent reservoir modeling (TDIRM)
  • torque
  • torque on bit (TOR)
  • total organic content (TOC)
  • trace attribute relationships
  • trace cluster analysis
  • trace comparison
  • traditional data analysis
  • transform
  • Transform Variables node
  • transformation process
  • tree
  • tree maps
  • trend surface analysis
  • trial-and-error method
  • truth-value
  • Tukey, J.W.
  • Twain, M.

U

  • UCM procedure
  • uncertainty, quantification of
  • uncertainty assessment
  • uncertainty factors
  • unconventional completion best practices
  • unconventional reserves estimation
  • unconventional reservoir characterization case study
  • univariate analysis
  • universal threshold
  • unobserved component model (UCM) analysis
  • unstructured data
    • See also Big Data
  • unsupervised seismic analysis
  • upper control limit (UCL)
  • upstream data analysis
    • about
    • Big Data
    • data-driven models
    • first principles
    • techniques of soft computing
    • tenets of

V

  • validating models
  • Van Golf-Raachtl, T.
  • variability, measures of
  • variable importance
  • Variable Selection node
  • Varian, H.
  • variance attribute
  • variance plots
  • variety
  • variography
  • vector quantization (VQ)
  • velocity
  • visible lost time (VLT)
  • volume
  • volumetrics

W

  • Walden, A.
  • Ward algorithm
  • Warren, J.
  • water contact
  • water cut and fracture distribution in carbonate reservoirs case study
  • water distance
  • water flood optimization case study
  • water-alternating-gas (WAG)
  • wavelet attributes
  • wavelet decomposition
  • wavelet transform
  • web-based decline curve analysis solution
  • Weibull growth model
  • weight on bit (WOB)
  • weighting factors
  • Weismann, A.
  • well control
  • well correlations, in reservoir simulation
  • well management
  • well optimization
  • well properties
  • wellbore types
  • Wells, H.G.
  • White, R.
  • William, M.A.
  • Wong, P.M.
  • workflows
    • See specific workflows
  • workload management, as capability of grid computing

Y

  • Y variable

Z

    • Zadeh, L.A.
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