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Keywords: particle swarm optimization
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Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. July 2022, 144(7): 073201.
Paper No: JERT-20-2053
Published Online: September 3, 2021
... fracture design parameters. The results are then compared with the traditionally used optimizers including particle swarm optimization (PSO) and genetic algorithm (GA). The results demonstrated that the multi-CI and TLBO converge at the global best position more often with a success rate of at least 95...
Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. November 2021, 143(11): 113003.
Paper No: JERT-21-1031
Published Online: April 19, 2021
... the combined use of two machine learning (ML) technique, viz., functional network (FN) coupled with particle swarm optimization (PSO) in predicting the black oil PVT properties such as bubble point pressure (P b ), oil formation volume factor at Pb, and oil viscosity at Pb. This study also proposes new...
Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. October 2021, 143(10): 102104.
Paper No: JERT-20-1573
Published Online: January 20, 2021
...-time reservoir simulation. PDSL tries to direct the appropriate number of streamlines toward the regions with larger amount of oil in the shortest time and hence can improve oil recovery. Particle swarm optimization (PSO) method linked to an in-house streamline-based reservoir simulator is implemented...
Journal Articles
Article Type: Research-Article
J. Energy Resour. Technol. March 2019, 141(3): 032906.
Paper No: JERT-18-1709
Published Online: October 24, 2018
... is to determine the optimal well locations in a heavy oil reservoir under production using a novel recovery process in which steam is generated, in situ, using thermochemical reactions. Self-adaptive differential evolution (SaDE) and particle swarm optimization (PSO) methods are used as the global optimizer...