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Journal Articles

Physics-Informed Sampling Scheme for Efficient Well Placement Optimization

Accepted Manuscript
Jongwook Kim, Dogyun Kim, Woosueng Jo, Joonyi Kim, Honggeun Jo, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol.
Paper No: JERT-24-1049
https://doi.org/10.1115/1.4066103
Published Online: July 31, 2024
View Article titled, Physics-Informed Sampling Scheme for Efficient Well Placement Optimization
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Topics: Optimization, Physics, Convolutional neural networks, Reservoirs, Algorithms, Construction, Drainage, Drilling, Economics , Engineering simulation
Journal Articles

Transforming Oil Well Drilling: Prediction of Real-Time Rate of Penetration with Novel Machine Learning Approach in Varied Lithological Formations

Accepted Manuscript
Raunak Gupta, Uttam Kumar Bhui
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol.
Paper No: JERT-24-1273
https://doi.org/10.1115/1.4066015
Published Online: July 19, 2024
View Article titled, Transforming Oil Well Drilling: Prediction of Real-Time Rate of Penetration with Novel Machine Learning Approach in Varied Lithological Formations
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Topics: Drilling, Machine learning, Oil well drilling, Wells, Ablation (Vaporization technology), Algorithms, Artificial neural networks, Bits (Tools), Construction, Errors
Journal Articles

NOx Emission Predictions in Gas Turbines Through Integrated Data-Driven Machine Learning Approaches

Kazi Ekramul Hoque, Tahiya Hossain, ABM Mominul Haque, Md. Abdul Karim Miah, Md Azazul Haque
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. July 2024, 146(7): 071201.
Paper No: JERT-23-1897
https://doi.org/10.1115/1.4065200
Published Online: April 23, 2024
View Article titled, NOx Emission Predictions in Gas Turbines Through Integrated Data-Driven Machine Learning Approaches
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Topics: Emissions, Gas turbines, Machine learning, Nitrogen oxides, Algorithms
Journal Articles

Artificial Intelligence for Thermal Energy Storage Enhancement: A Comprehensive Review

Tawfiq Chekifi, Moustafa Boukraa, Amine Benmoussa
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Review Articles
J. Energy Resour. Technol. June 2024, 146(6): 060802.
Paper No: JERT-23-1909
https://doi.org/10.1115/1.4065197
Published Online: April 16, 2024
View Article titled, Artificial Intelligence for Thermal Energy Storage Enhancement: A Comprehensive Review
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Topics: Artificial intelligence, Artificial neural networks, Energy storage, Optimization, Thermal energy storage, Design, Algorithms, Temperature, Energy / power systems, Solar energy
Journal Articles

NSGA-II Algorithm-Based Structural Parameters of Electric Pulse Rock-Breaking Electrode Bit Multi-Objective Optimization

Xiaohui Wang, Siqi Yang, Changping Li, Xin He
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. March 2024, 146(3): 033201.
Paper No: JERT-23-1156
https://doi.org/10.1115/1.4064176
Published Online: January 8, 2024
View Article titled, NSGA-II Algorithm-Based Structural Parameters of Electric Pulse Rock-Breaking Electrode Bit Multi-Objective Optimization
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Topics: Drilling, Electrodes, Rocks, Pareto optimization, Optimization, Algorithms
Includes: Supplementary data
Journal Articles

Multi-Scale and Multi-Region Pore Structure Analysis on Sandy Conglomerate Whole Core With Digital Rock Model

Wang Chenchen, Zhao Hui, Sheng Guanglong, Huang Jingwei, Zhang Qi, Zhou Yuhui
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Technical Briefs
J. Energy Resour. Technol. August 2023, 145(8): 084502.
Paper No: JERT-22-1937
https://doi.org/10.1115/1.4062525
Published Online: May 24, 2023
View Article titled, Multi-Scale and Multi-Region Pore Structure Analysis on Sandy Conglomerate Whole Core With Digital Rock Model
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Topics: Computerized tomography, Image segmentation, Network models, Permeability, Porosity, Rocks, Resolution (Optics), Gravel, Algorithms
Journal Articles

An Unsupervised Machine Learning Based Double Sweet Spots Classification and Evaluation Method for Tight Reservoirs

Yuxuan Deng, Wendong Wang, Yuliang Su, Shibo Sun, Xinyu Zhuang
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. July 2023, 145(7): 072602.
Paper No: JERT-22-1659
https://doi.org/10.1115/1.4056727
Published Online: February 14, 2023
View Article titled, An Unsupervised Machine Learning Based Double Sweet Spots Classification and Evaluation Method for Tight Reservoirs
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Topics: Reservoirs, Algorithms, Machine learning, Weight (Mass), Evaluation methods
Journal Articles

Multi-Objective Optimization of Parallel-Connected Double-Effect Mechanical Vapor Recompression System Based on Genetic Algorithm

Hua Jiang, Zihui Zhang, Ziyao Zhang, Wuqi Gong
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. January 2023, 145(1): 011701.
Paper No: JERT-22-1068
https://doi.org/10.1115/1.4055775
Published Online: October 21, 2022
View Article titled, Multi-Objective Optimization of Parallel-Connected Double-Effect Mechanical Vapor Recompression System Based on Genetic Algorithm
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Topics: Compression, Emissions, Energy consumption, Evaporation, Heat, Optimization, Pareto optimization, Temperature, Vapors, Algorithms
Journal Articles

Cost Optimization and Energy Management of a Microgrid Including Renewable Energy Resources and Electric Vehicles

Tao Hai, Jincheng Zhou, Jasni Mohamad Zain, Saeid Vafa
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. April 2023, 145(4): 042101.
Paper No: JERT-22-1401
https://doi.org/10.1115/1.4055696
Published Online: October 19, 2022
View Article titled, Cost Optimization and Energy Management of a Microgrid Including Renewable Energy Resources and Electric Vehicles
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Topics: Algorithms, Microgrids, Modeling, Optimization, Renewable energy, Renewable energy sources, Particle swarm optimization, Power grids, Storage, Simulation
Journal Articles

Predictive Machine Learning Model for Bottom Hole Flowing and Average Formation Pressure in Underground Gas Storage

Gulei Sui, Hongyong Du, Xiaolin Wang, Bo Chen, Hongxiang Zhu
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. February 2023, 145(2): 022002.
Paper No: JERT-22-1029
https://doi.org/10.1115/1.4054955
Published Online: August 8, 2022
View Article titled, Predictive Machine Learning Model for Bottom Hole Flowing and Average Formation Pressure in Underground Gas Storage
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Topics: Algorithms, Feature selection, Pressure, Ejectors, Wells, Storage
Journal Articles

Numerical Simulation of Biogas Combustion by Using a Finite Volume Based-Multispecies Transport Model

Kenfack Lontsi Stéphane, Chelem Mayigué Charles, Pountounynyi Paul, Obounou Akong Marcel Brice, Zekeng Serge Sylvain
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. February 2023, 145(2): 022304.
Paper No: JERT-22-1280
https://doi.org/10.1115/1.4054914
Published Online: July 22, 2022
View Article titled, Numerical Simulation of Biogas Combustion by Using a Finite Volume Based-Multispecies Transport Model
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Topics: Biogas, Combustion, Diffusion (Physics), Flames, Fuels, Methane, Temperature, Simulation, Computer simulation, Carbon dioxide
Journal Articles

Development of Digital Twins for Drilling Fluids: Local Velocities for Hole Cleaning and Rheology Monitoring

Mehrdad Gharib Shirangi, Roger Aragall, Reza Ettehadi Osgouei, Roland May, Edward Furlong, Thomas G. Dahl, Charles A. Thompson
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. December 2022, 144(12): 123003.
Paper No: JERT-21-1769
https://doi.org/10.1115/1.4054463
Published Online: May 20, 2022
View Article titled, Development of Digital Twins for Drilling Fluids: Local Velocities for Hole Cleaning and Rheology Monitoring
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Topics: Algorithms, Computational fluid dynamics, Digital twin, Drilling, Fluids, Rheology, Simulation, Machine learning, Rotation
Journal Articles

Machine Learning Assisted Analysis of an Ammonia Engine Performance

Zhentao Liu, Jinlong Liu
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. November 2022, 144(11): 112307.
Paper No: JERT-21-1965
https://doi.org/10.1115/1.4054287
Published Online: April 26, 2022
View Article titled, Machine Learning Assisted Analysis of an Ammonia Engine Performance
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Topics: Artificial neural networks, Combustion, Engines, Fuels, Machine learning, Algorithms, Compression, Ignition
Journal Articles

Study on Minimum Miscibility Pressure of CO 2 –Oil System Based on Gaussian Process Regression and Particle Swarm Optimization Model

Zhiwei Hou, Haizhou Su, Guodong Wang
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. October 2022, 144(10): 103002.
Paper No: JERT-21-1649
https://doi.org/10.1115/1.4053949
Published Online: March 18, 2022
View Article titled, Study on Minimum Miscibility Pressure of CO 2 –Oil System Based on Gaussian Process Regression and Particle Swarm Optimization Model
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Topics: Carbon dioxide, Particle swarm optimization, Pressure, Temperature, Algorithms
Journal Articles

A Comparative Study of Multi-Stage Approaches for Wind Farm Layout Optimization

Puyi Yang, Hamidreza Najafi
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. October 2022, 144(10): 101302.
Paper No: JERT-21-1842
https://doi.org/10.1115/1.4053869
Published Online: March 7, 2022
View Article titled, A Comparative Study of Multi-Stage Approaches for Wind Farm Layout Optimization
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Topics: Algorithms, Optimization, Wind farms
Journal Articles

Statistical Methods to Improve the Quality of Real-Time Drilling Data

Salem Al-Gharbi, Abdulaziz Al-Majed, Abdulazeez Abdulraheem, Zeeshan Tariq, Mohamed Mahmoud
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. September 2022, 144(9): 093006.
Paper No: JERT-21-2017
https://doi.org/10.1115/1.4053519
Published Online: March 2, 2022
View Article titled, Statistical Methods to Improve the Quality of Real-Time Drilling Data
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Topics: Algorithms, Drilling, Filters, Filtration, Polynomials, Wavelets
Journal Articles

Prediction of Short-Term Photovoltaic Power Via Self-Attention-Based Deep Learning Approach

Jie Li, Huimeng Niu, Fanxi Meng, Runran Li
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. October 2022, 144(10): 101301.
Paper No: JERT-21-1815
https://doi.org/10.1115/1.4053738
Published Online: March 2, 2022
View Article titled, Prediction of Short-Term Photovoltaic Power Via Self-Attention-Based Deep Learning Approach
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Topics: Algorithms, Artificial neural networks, Errors, Weight (Mass), Energy generation, Resolution (Optics), Power grids, Solar cell arrays, Stability
Journal Articles

Improved Particle Swarm Algorithm Using Rubik’s Cube Topology for Bilevel Building Energy Transaction

Xiaochun Feng, Yang Chen, Jian Zhang, Heejin Cho, Xin Shi
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. July 2022, 144(7): 070910.
Paper No: JERT-21-1656
https://doi.org/10.1115/1.4053768
Published Online: February 22, 2022
View Article titled, Improved Particle Swarm Algorithm Using Rubik’s Cube Topology for Bilevel Building Energy Transaction
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Topics: Algorithms, Particle swarm optimization, Particulate matter, Topology, Batteries
Journal Articles

Localization of Thermal Wellbore Defects Using Machine Learning

Kathryn Bruss, Raymond Kim, Taylor A. Myers, Jiann-Cherng Su, Anirban Mazumdar
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. September 2022, 144(9): 093005.
Paper No: JERT-21-1256
https://doi.org/10.1115/1.4053516
Published Online: February 16, 2022
View Article titled, Localization of Thermal Wellbore Defects Using Machine Learning
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Topics: Algorithms, Machine learning, Sensors, Simulation, Temperature, Errors, Geothermal engineering, Artificial neural networks
Journal Articles

Genetic Optimization for Engine Combustion System Calibration: A Case Study of Optimization Performance Sensitivity to Algorithm Search Parameters

Andrew B. Mansfield, Varun Chakrapani, Qingyu Li, Margaret S. Wooldridge
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. August 2022, 144(8): 082308.
Paper No: JERT-21-1742
https://doi.org/10.1115/1.4053347
Published Online: January 21, 2022
View Article titled, Genetic Optimization for Engine Combustion System Calibration: A Case Study of Optimization Performance Sensitivity to Algorithm Search Parameters
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Topics: Algorithms, Calibration, Combustion systems, Engines, Nitrogen oxides, Optimization, Optimization algorithms, Errors