Optimization of stand-alone hybrid renewable energy system based on techno-socio-enviro-financial perspective using improved red-tailed hawk algorithm

Applied Energy, Journal Year: 2024, Volume and Issue: 376, P. 124137 - 124137

Published: Aug. 14, 2024

Language: Английский

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Metaheuristics for Solving Global and Engineering Optimization Problems: Review, Applications, Open Issues and Challenges

Archives of Computational Methods in Engineering, Journal Year: 2024, Volume and Issue: 31(8), P. 4485 - 4519

Published: Aug. 21, 2024

Abstract The greatest and fastest advances in the computing world today require researchers to develop new problem-solving techniques capable of providing an optimal global solution considering a set aspects restrictions. Due superiority metaheuristic Algorithms (MAs) solving different classes problems promising results, MAs need be studied. Numerous studies algorithms fields exist, but this study, comprehensive review MAs, its nature, types, applications, open issues are introduced detail. Specifically, we introduce metaheuristics' advantages over other techniques. To obtain entire view about classifications based on (i.e., inspiration source, number search agents, updating mechanisms followed by agents their positions, primary parameters algorithms) presented detail, along with optimization including both structure types. application area occupies lot research, so most widely used applications presented. Finally, great effort research is directed discuss challenges which help upcoming know future directions active field. Overall, study helps existing understand basic information field addition directing newcomers areas that addressed future.

Language: Английский

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Modified random-oppositional chaotic artificial rabbit optimization algorithm for solving structural problems and optimal sizing of hybrid renewable energy system

Evolutionary Intelligence, Journal Year: 2025, Volume and Issue: 18(1)

Published: Jan. 9, 2025

Language: Английский

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Fungal growth optimizer: A novel nature-inspired metaheuristic algorithm for stochastic optimization

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2025, Volume and Issue: 437, P. 117825 - 117825

Published: Feb. 9, 2025

Language: Английский

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Deep Learning-Driven Estimation and Multi-Objective Optimization of Lithium-Ion Battery Parameters for Enhanced EV/HEV Performance

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135147 - 135147

Published: Feb. 1, 2025

Language: Английский

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Walrus optimizer-based optimal fractional order PID control for performance enhancement of offshore wind farms

Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)

Published: July 31, 2024

Abstract Offshore wind farms (OWFs) play a crucial role in producing renewable energy modern electrical power systems. However, to ensure that these facilities operate smoothly, they require robust control As result, this paper employed the newly developed Walrus Optimization algorithm (WaOA) optimize design parameters of fractional-order proportional-integral-derivative (FOPID) controllers electronic interface circuits studied conversion system (WECS). In contrast conventional optimization techniques like GA and PSO, suggested approach proves more effective. The validates WaOA application optimizing FOPID within WECS comprising two, onshore offshore, VSC stations at two ends an HVDC transmission connecting OWFs mainland. study shows outperforms improving stability enabling quick recovery after disturbances. carried out using MATLAB/Simulink highlights significance recently introduced efficient reliable operation offshore systems, thereby expediting transition sustainable sources.

Language: Английский

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Hierarchical RIME algorithm with multiple search preferences for extreme learning machine training

Alexandria Engineering Journal, Journal Year: 2024, Volume and Issue: 110, P. 77 - 98

Published: Oct. 7, 2024

Language: Английский

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Alpha evolution: An efficient evolutionary algorithm with evolution path adaptation and matrix generation

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 137, P. 109202 - 109202

Published: Aug. 30, 2024

Language: Английский

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Hyperbolic Sine Optimizer: a new metaheuristic algorithm for high performance computing to address computationally intensive tasks

Cluster Computing, Journal Year: 2024, Volume and Issue: 27(5), P. 6703 - 6772

Published: March 7, 2024

Language: Английский

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Hybrid machine learning model to predict the mechanical properties of ultra-high-performance concrete (UHPC) with experimental validation

Asian Journal of Civil Engineering, Journal Year: 2024, Volume and Issue: 25(7), P. 5227 - 5244

Published: July 8, 2024

Language: Английский

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