Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization
This paper introduces a stochastic idea for two-area automatic generation control (AGC) of the restructured system for enhancing the system dynamic performance. In this work, a new 2-degree of freedom of proportional-integral derivative-fractional order proportional derivative with filter (2DOF PID-...
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| Format: | Article |
| Language: | English English |
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Elsevier Ltd
2022
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| Online Access: | http://umpir.ump.edu.my/id/eprint/42647/1/Simultaneous%20controllers%20for%20stabilizing%20the%20frequency.pdf http://umpir.ump.edu.my/id/eprint/42647/2/Simultaneous%20controllers%20for%20stabilizing%20the%20frequency%20changes%20in%20deregulated%20power%20system%20using%20moth%20flame%20optimization_ABS.pdf |
| _version_ | 1824451633071783936 |
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| author | Peddakapu, kurukuri Mohd Rusllim, Mohamed Srinivasarao, P. Leung, Puiki |
| author_facet | Peddakapu, kurukuri Mohd Rusllim, Mohamed Srinivasarao, P. Leung, Puiki |
| author_sort | Peddakapu, kurukuri |
| collection | UMP |
| description | This paper introduces a stochastic idea for two-area automatic generation control (AGC) of the restructured system for enhancing the system dynamic performance. In this work, a new 2-degree of freedom of proportional-integral derivative-fractional order proportional derivative with filter (2DOF PID-FOPDN) approach is proposed for the AGC two area system. To ensure realization of optimal gains of the controller, a novel nature-inspired moth-flame optimization (MFO) is suggested using integral of time multiplied absolute error (ITAE) model. The performance of MFO-based 2DOF PID-FOPDN is evaluated against Cuckoo search (CS), Bat algorithm (BA), and Teaching learning-based optimization (TLBO) approaches in different contract scenarios of deregulated system. Further work to reduce the changes in tie-line has been applied through different FACTS controllers, such as Distributed power flow controller (DPFC), Thyristor-controlled series capacitor (TCSC), Unified power flow controller (UPFC), and Static synchronous series compensator (SSSC); integrated into the AGC system with the co-ordination of Ultra-capacitor (UC). The results indicate that the MFO-based 2DOF PID-FOPDN shows superior performance with DPFC-UC over other approaches in all contract scenarios of liberalized system. A sensitivity analysis is examined to recognize the robustness of the suggested approach under ± 25% deviation in loading and system parameters. |
| first_indexed | 2025-02-19T02:37:43Z |
| format | Article |
| id | UMPir42647 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2025-02-19T02:37:43Z |
| publishDate | 2022 |
| publisher | Elsevier Ltd |
| record_format | dspace |
| spelling | UMPir426472025-01-07T03:36:58Z http://umpir.ump.edu.my/id/eprint/42647/ Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization Peddakapu, kurukuri Mohd Rusllim, Mohamed Srinivasarao, P. Leung, Puiki T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This paper introduces a stochastic idea for two-area automatic generation control (AGC) of the restructured system for enhancing the system dynamic performance. In this work, a new 2-degree of freedom of proportional-integral derivative-fractional order proportional derivative with filter (2DOF PID-FOPDN) approach is proposed for the AGC two area system. To ensure realization of optimal gains of the controller, a novel nature-inspired moth-flame optimization (MFO) is suggested using integral of time multiplied absolute error (ITAE) model. The performance of MFO-based 2DOF PID-FOPDN is evaluated against Cuckoo search (CS), Bat algorithm (BA), and Teaching learning-based optimization (TLBO) approaches in different contract scenarios of deregulated system. Further work to reduce the changes in tie-line has been applied through different FACTS controllers, such as Distributed power flow controller (DPFC), Thyristor-controlled series capacitor (TCSC), Unified power flow controller (UPFC), and Static synchronous series compensator (SSSC); integrated into the AGC system with the co-ordination of Ultra-capacitor (UC). The results indicate that the MFO-based 2DOF PID-FOPDN shows superior performance with DPFC-UC over other approaches in all contract scenarios of liberalized system. A sensitivity analysis is examined to recognize the robustness of the suggested approach under ± 25% deviation in loading and system parameters. Elsevier Ltd 2022-06 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/42647/1/Simultaneous%20controllers%20for%20stabilizing%20the%20frequency.pdf pdf en http://umpir.ump.edu.my/id/eprint/42647/2/Simultaneous%20controllers%20for%20stabilizing%20the%20frequency%20changes%20in%20deregulated%20power%20system%20using%20moth%20flame%20optimization_ABS.pdf Peddakapu, kurukuri and Mohd Rusllim, Mohamed and Srinivasarao, P. and Leung, Puiki (2022) Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization. Sustainable Energy Technologies and Assessments, 51 (101916). pp. 1-28. ISSN 2213-1388. (Published) https://doi.org/10.1016/j.seta.2021.101916 https://doi.org/10.1016/j.seta.2021.101916 |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Peddakapu, kurukuri Mohd Rusllim, Mohamed Srinivasarao, P. Leung, Puiki Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| title | Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| title_full | Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| title_fullStr | Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| title_full_unstemmed | Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| title_short | Simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| title_sort | simultaneous controllers for stabilizing the frequency changes in deregulated power system using moth flame optimization |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/42647/1/Simultaneous%20controllers%20for%20stabilizing%20the%20frequency.pdf http://umpir.ump.edu.my/id/eprint/42647/2/Simultaneous%20controllers%20for%20stabilizing%20the%20frequency%20changes%20in%20deregulated%20power%20system%20using%20moth%20flame%20optimization_ABS.pdf |
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