
Results in Engineering, Год журнала: 2024, Номер unknown, С. 103611 - 103611
Опубликована: Дек. 1, 2024
Язык: Английский
Results in Engineering, Год журнала: 2024, Номер unknown, С. 103611 - 103611
Опубликована: Дек. 1, 2024
Язык: Английский
Results in Engineering, Год журнала: 2025, Номер unknown, С. 104405 - 104405
Опубликована: Март 1, 2025
Язык: Английский
Процитировано
3Results in Engineering, Год журнала: 2024, Номер 23, С. 102502 - 102502
Опубликована: Июль 2, 2024
—This paper introduces an enhanced Satin bowerbird optimizer (SBO), specifically tailored for the integration of photovoltaic distributed generation (DG) units into radial distribution systems. The upgraded SBO version involves two pivotal adjustments. Firstly, positional updating mechanism newly generated bower is modified to enable exploration around iteration's elite bower. Secondly, adaptive constriction factor introduced, progressively decreasing during iterations concentrate search in promising areas. These modifications significantly amplify capacity each new algorithm. proposed aims at minimizing costs related CO2 emissions from grid and those linked with units, addition energy losses. variability DG represented using Beta Probability Density Function (PDF) portray distinct solar irradiation conditions experienced daily. undergoes testing on a practical Nigerian system, Ajinde 62-bus network, standard IEEE 69 nodes system. Simulation results underscore effectiveness version, revealing substantial reductions losses emissions. Specifically, achieves noteworthy 31 % reduction combined yearly compared initial case. Additionally, 69-bus it attains considerable 35 %. Furthermore, simulation illustrate competitive performance suggested when Differential Evolution (DE) Particle Swarm Optimization (PSO) algorithms, as well SBO.
Язык: Английский
Процитировано
10Results in Engineering, Год журнала: 2024, Номер 23, С. 102741 - 102741
Опубликована: Авг. 19, 2024
Distribution systems are integrating a growing number of distributed energy resources and converter-interfaced generators to form active distribution networks (ADNs). Numerous studies have been undertaken mitigate various challenges in ADNs. However, voltage deviation reactive power control still requires more attention from researchers system engineers. The Volt/VAr (VVC) concept has developed improve the quality, minimize losses, maintain profile deployed utility-owned legacy mechanisms such as on-load tap changers, capacitor banks, automatic regulators operate discrete, slow timescales unidirectionally, rendering them insufficient for optimal regulation Owing increasing use smart meters, inverters (SIs), sensors, data analytics tools, improved communication networks, become an important resource. Data-driven approaches, particularly reinforcement learning (RL)-based, therefore gained recent years effectively solving VVC decision-making problem. This comprehensive review presents detailed analysis advanced approaches used address It includes general overview problem formulation, frameworks, basic notations, well comparisons existing recently proposed methods. study focuses on data-driven especially RL-based algorithms. Some open research experienced application these algorithms safety, data, scalability, problems, interpretability cybersecurity threats presented alongside future perspectives Internet Things (IoT), Transfer Learning (TL), hybrid human-in-the-loop AI approaches.
Язык: Английский
Процитировано
10Results in Engineering, Год журнала: 2025, Номер unknown, С. 104521 - 104521
Опубликована: Март 1, 2025
Язык: Английский
Процитировано
2Scientific African, Год журнала: 2025, Номер unknown, С. e02630 - e02630
Опубликована: Март 1, 2025
Язык: Английский
Процитировано
1Results in Engineering, Год журнала: 2024, Номер unknown, С. 103860 - 103860
Опубликована: Дек. 1, 2024
Язык: Английский
Процитировано
6Research Square (Research Square), Год журнала: 2025, Номер unknown
Опубликована: Янв. 14, 2025
Язык: Английский
Процитировано
0Electric Power Systems Research, Год журнала: 2025, Номер 242, С. 111422 - 111422
Опубликована: Янв. 20, 2025
Язык: Английский
Процитировано
0Energy Systems, Год журнала: 2025, Номер unknown
Опубликована: Фев. 18, 2025
Язык: Английский
Процитировано
0Results in Engineering, Год журнала: 2025, Номер unknown, С. 104385 - 104385
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
0