A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems
Computer circuits; Controllers; Electric power system control; Energy transfer; Errors; Fault detection; Fuzzy logic; Membership functions; Particle swarm optimization (PSO); Traffic signals; Voltage control; Automatic solid-state transfer switch; Electrical fault detections; Faults detection; Fuzzy...
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-272222023-05-29T17:41:12Z A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems Sebastian G. Hannan M.A. Al-Shetwi A.Q. Ker P.J. Rahman M.S.A. Mansur M. Muttaqi K.M. 57226837069 7103014445 57004922700 37461740800 57215630234 6701749037 55582332500 Computer circuits; Controllers; Electric power system control; Energy transfer; Errors; Fault detection; Fuzzy logic; Membership functions; Particle swarm optimization (PSO); Traffic signals; Voltage control; Automatic solid-state transfer switch; Electrical fault detections; Faults detection; Fuzzy-Logic; Load transfer; Optimisations; Optimization algorithms; Power system fault; Power transfers; Pulsewidth modulations (PWM); Solid-state transfer switches; Fuzzy control This paper proposes a novel particle swarm optimization (PSO) algorithm based fuzzy logic controller (FLC) for improving the performance of automatic solid-state transfer switch (SSTS) with respect to transfer time. The proposed technique generates adaptive membership functions (MFs) of voltage error and rate of change of voltage error for input and output based on the fitness function formulated by the PSO. An optimal PSO-based FLC (PSOF) fitness function is further employed to tune and minimize the mean absolute error (MAE) to improve the performance of the load transfer in a short duration. Results obtained from the proposed PSOF are compared with those obtained with the conventional FLC to validate the developed controller. It is observed that the proposed PSOF optimized controller can transfer the load faster than the conventional FLC controller. The accuracy of the developed PSOF is illustrated and investigated via simulation tests for SSTS in the IEEE 9-bus system. It can be concluded that the PSOF controller is better than the only fuzzy controller in all tested cases in terms of transfer time. � 2013 IEEE. Final 2023-05-29T09:41:12Z 2023-05-29T09:41:12Z 2022 Article 10.1109/ACCESS.2022.3165021 2-s2.0-85127826602 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127826602&doi=10.1109%2fACCESS.2022.3165021&partnerID=40&md5=2b5d2772f05926ed43820c5ba6e0c538 https://irepository.uniten.edu.my/handle/123456789/27222 10 37369 37381 All Open Access, Gold Institute of Electrical and Electronics Engineers Inc. Scopus |
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Computer circuits; Controllers; Electric power system control; Energy transfer; Errors; Fault detection; Fuzzy logic; Membership functions; Particle swarm optimization (PSO); Traffic signals; Voltage control; Automatic solid-state transfer switch; Electrical fault detections; Faults detection; Fuzzy-Logic; Load transfer; Optimisations; Optimization algorithms; Power system fault; Power transfers; Pulsewidth modulations (PWM); Solid-state transfer switches; Fuzzy control |
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57226837069 |
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57226837069 Sebastian G. Hannan M.A. Al-Shetwi A.Q. Ker P.J. Rahman M.S.A. Mansur M. Muttaqi K.M. |
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Article |
| author |
Sebastian G. Hannan M.A. Al-Shetwi A.Q. Ker P.J. Rahman M.S.A. Mansur M. Muttaqi K.M. |
| spellingShingle |
Sebastian G. Hannan M.A. Al-Shetwi A.Q. Ker P.J. Rahman M.S.A. Mansur M. Muttaqi K.M. A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems |
| author_sort |
Sebastian G. |
| title |
A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems |
| title_short |
A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems |
| title_full |
A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems |
| title_fullStr |
A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems |
| title_full_unstemmed |
A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems |
| title_sort |
novel pso based fuzzy controller for robust operation of solid-state transfer switch and fast load transfer in power systems |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806426079012847616 |
| score |
13.211869 |