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
- 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
- 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
- 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
- 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
- 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
- workload management, as capability of grid computing
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