A framework for predicting the production performance of unconventional resources using deep learning
出版年份 2021 全文链接
标题
A framework for predicting the production performance of unconventional resources using deep learning
作者
关键词
Deep learning, Unconventional resources, Numerical simulation, Deep belief network, Prediction, Hyperparameter optimization
出版物
APPLIED ENERGY
Volume 295, Issue -, Pages 117016
出版商
Elsevier BV
发表日期
2021-05-14
DOI
10.1016/j.apenergy.2021.117016
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Big data mining for the estimation of hourly rooftop photovoltaic potential and its uncertainty
- (2020) Alina Walch et al. APPLIED ENERGY
- Machine-learning based hybrid demand-side controller for high-rise office buildings with high energy flexibilities
- (2020) Yuekuan Zhou et al. APPLIED ENERGY
- Improving Oil Recovery Through Fracture Injection and Production of Multiple Fractured Horizontal Wells
- (2020) Youwei He et al. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME
- Multiscale Modeling of Gas Transport in Shale Matrix: An Integrated Study of Molecular Dynamics and Rigid-Pore-Network Model
- (2020) Sen Wang et al. SPE JOURNAL
- Performance prediction and power density maximization of a proton exchange membrane fuel cell based on deep belief network
- (2020) Hong-Wei Li et al. JOURNAL OF POWER SOURCES
- Deep learning framework to forecast electricity demand
- (2019) Jatin Bedi et al. APPLIED ENERGY
- Enhanced oil recovery techniques for heavy oil and oilsands reservoirs after steam injection
- (2019) Xiaohu Dong et al. APPLIED ENERGY
- Numerical simulation of multi-stage fractured horizontal well in low-permeable oil reservoir with threshold pressure gradient with moving boundary
- (2019) Wenchao Liu et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- An integrated technical-economic model for evaluating CO2 enhanced oil recovery development
- (2019) Jieyun Jiang et al. APPLIED ENERGY
- Applicability of deep neural networks on production forecasting in Bakken shale reservoirs
- (2019) Shuhua Wang et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Simulation-based enhanced oil recovery predictions from wettability alteration in the Middle Bakken tight reservoir with hydraulic fractures
- (2019) Runxuan Sun et al. FUEL
- Selection of decline curve analysis model using Akaike information criterion for unconventional reservoirs
- (2019) A. Shabib-Asl et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Global and Local Surrogate-Model-Assisted Differential Evolution for Waterflooding Production Optimization
- (2019) Guodong Chen et al. SPE JOURNAL
- A learning-based data-driven forecast approach for predicting future reservoir performance
- (2018) Hoonyoung Jeong et al. ADVANCES IN WATER RESOURCES
- Oil projections in retrospect: Revisions, accuracy and current uncertainty
- (2018) Henrik Wachtmeister et al. APPLIED ENERGY
- Geologic CO 2 sequestration monitoring design: A machine learning and uncertainty quantification based approach
- (2018) Bailian Chen et al. APPLIED ENERGY
- Integration of new evolutionary approach with artificial neural network for solving short term load forecast problem
- (2018) Priyanka Singh et al. APPLIED ENERGY
- A survey of artificial neural network in wind energy systems
- (2018) Alberto Pliego Marugán et al. APPLIED ENERGY
- Optimization of multistage fractured horizontal well in tight oil based on embedded discrete fracture model
- (2018) Shiqian Xu et al. COMPUTERS & CHEMICAL ENGINEERING
- Modeling wettability alteration effect on well performance in Permian basin with complex fracture networks
- (2018) Jiawei Li et al. FUEL
- Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery
- (2018) Junfeng Gao et al. International Journal of Applied Earth Observation and Geoinformation
- Parametric optimization of vector well patterns for hydraulically fractured horizontal wells in tight sandstone reservoirs
- (2018) Leng Tian et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Time-dependent shape factors for fractured reservoir simulation: Effect of stress sensitivity in matrix system
- (2018) Lu Wang et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Fast evaluation of well placements in heterogeneous reservoir models using machine learning
- (2018) Azor Nwachukwu et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Lessons learned from IOR pilots in Bakken formation by using numerical simulation
- (2018) Dheiaa Alfarge et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- A Numerical Model for Simulating Pressure Response of Well Interference and Well Performance in Tight Oil Reservoirs With Complex-Fracture Geometries Using the Fast Embedded-Discrete-Fracture-Model Method
- (2018) Wei Yu et al. SPE RESERVOIR EVALUATION & ENGINEERING
- Numerical investigation of effect of natural fractures on hydraulic-fracture propagation in unconventional reservoirs
- (2018) Jun Xie et al. Journal of Natural Gas Science and Engineering
- Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review
- (2018) Yena Lee et al. JOURNAL OF AFFECTIVE DISORDERS
- Multi-criteria GIS-based modelling technique for identifying potential solar farm sites: A case study in Mauritius
- (2018) Jay R.S. Doorga et al. RENEWABLE ENERGY
- Compositional simulation of CO2 Huff-n-Puff process in Middle Bakken tight oil reservoirs with hydraulic fractures
- (2018) Runxuan Sun et al. FUEL
- Investigations on spontaneous imbibition and the influencing factors in tight oil reservoirs
- (2018) Wang Jing et al. FUEL
- Mechanistic simulation study of gas Puff and Huff process for Bakken tight oil fractured reservoir
- (2018) Leizheng Wang et al. FUEL
- Multiscale random pore network modeling of oil-water two-phase slip flow in shale matrix
- (2018) Ronghao Cui et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring
- (2017) Yufei Xia et al. EXPERT SYSTEMS WITH APPLICATIONS
- Thermodynamic optimization design for plate-fin heat exchangers by Tsallis JADE
- (2017) Emerson Hochsteiner de Vasconcelos Segundo et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- Well placement optimization using metaheuristic bat algorithm
- (2017) Meysam Naderi et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Power system static state estimation using JADE-adaptive differential evolution technique
- (2017) Vedik Basetti et al. SOFT COMPUTING
- Sound quality prediction of vehicle interior noise using deep belief networks
- (2016) Hai B. Huang et al. APPLIED ACOUSTICS
- Deep belief network based deterministic and probabilistic wind speed forecasting approach
- (2016) H.Z. Wang et al. APPLIED ENERGY
- The fate of fracturing water: A field and simulation study
- (2016) Ebrahim Ghanbari et al. FUEL
- A fractional decline curve analysis model for shale gas reservoirs
- (2016) Lihua Zuo et al. INTERNATIONAL JOURNAL OF COAL GEOLOGY
- Wind speed forecasting for wind farms: A method based on support vector regression
- (2016) G. Santamaría-Bonfil et al. RENEWABLE ENERGY
- Correlation and variable importance in random forests
- (2016) Baptiste Gregorutti et al. STATISTICS AND COMPUTING
- Numerical simulation of gas and water flow mechanism in hydraulically fractured shale gas reservoirs
- (2016) Weijun Shen et al. Journal of Natural Gas Science and Engineering
- Direct forecasting of subsurface flow response from non-linear dynamic data by linear least-squares in canonical functional principal component space
- (2015) Aaditya Satija et al. ADVANCES IN WATER RESOURCES
- A review of the technical and economic evaluation techniques for shale gas development
- (2015) Jiehui Yuan et al. APPLIED ENERGY
- Support vector regression based prediction of global solar radiation on a horizontal surface
- (2015) Kasra Mohammadi et al. ENERGY CONVERSION AND MANAGEMENT
- Quantitative effects of the shale oil revolution
- (2015) Cristiana Belu Mănescu et al. ENERGY POLICY
- CO2 injection for enhanced oil recovery in Bakken tight oil reservoirs
- (2015) Wei Yu et al. FUEL
- Petrophysical and geomechanical characteristics of Canadian tight oil and liquid-rich gas reservoirs: I. Pore network and permeability characterization
- (2015) A. Ghanizadeh et al. FUEL
- Numerical investigation of fluid-loss mechanisms during hydraulic fracturing flow-back operations in tight reservoirs
- (2015) Mingyuan Wang et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Deep learning
- (2015) Yann LeCun et al. NATURE
- A pan-European planning basis for estimating the very shallow geothermal energy potentials
- (2015) D. Bertermann et al. RENEWABLE ENERGY
- Data-driven proxy at hydraulic fracture cluster level: A technique for efficient CO 2 - enhanced gas recovery and storage assessment in shale reservoir
- (2015) Amirmasoud Kalantari-Dahaghi et al. Journal of Natural Gas Science and Engineering
- US shale gas production outlook based on well roll-out rate scenarios
- (2014) Ruud Weijermars APPLIED ENERGY
- Cost analysis of oil, gas, and geothermal well drilling
- (2014) Maciej Z. Lukawski et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Optimized Production in the Bakken Shale: South Antelope Case Study
- (2014) David R.M. West et al. SPE DRILLING & COMPLETION
- Probabilistic Forecasting of Wind Power Generation Using Extreme Learning Machine
- (2013) Can Wan et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Production data analysis of unconventional gas wells: Review of theory and best practices
- (2013) C.R. Clarkson INTERNATIONAL JOURNAL OF COAL GEOLOGY
- Review on Methods to Fix Number of Hidden Neurons in Neural Networks
- (2013) K. Gnana Sheela et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Failure diagnosis using deep belief learning based health state classification
- (2013) Prasanna Tamilselvan et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- The cost of wind power variability
- (2012) Warren Katzenstein et al. ENERGY POLICY
- Production data analysis of unconventional gas wells: Workflow
- (2012) C.R. Clarkson INTERNATIONAL JOURNAL OF COAL GEOLOGY
- Monte Carlo methods in statistical physics: Mathematical foundations and strategies
- (2009) Michael Kastner Communications in Nonlinear Science and Numerical Simulation
- JADE: Adaptive Differential Evolution With Optional External Archive
- (2009) Jingqiao Zhang et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now