Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
This paper proposes a new Fuzzy Gain Scheduled Proportional, Integral and Derivative (FGPID) controller by using Takagi-Sugeno (TS) fuzzy system to the load frequency control problem in multi-area power systems. The TS fuzzy inference engine is chosen and the range of the controller is selected suit...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Published: |
2009
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| _version_ | 1825719758040858624 |
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| author | Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S. |
| author_facet | Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S. |
| author_sort | Hassan, L.H. |
| collection | UM |
| description | This paper proposes a new Fuzzy Gain Scheduled Proportional, Integral and Derivative (FGPID) controller by using Takagi-Sugeno (TS) fuzzy system to the load frequency control problem in multi-area power systems. The TS fuzzy inference engine is chosen and the range of the controller is selected suitably to enhance the output performance of the system. Simulation results demonstrate the ability of the proposed control model in damping the frequency oscillations and tie line power deviations due to area load changes. The approach is compared against two controllers in the literature; Fuzzy Gain Scheduling Integral and Derivative (FGID) controller, and Fuzzy Gain Scheduling Proportional and Integral (FGPI) controller. Settling times, overshoots, undershoots and Integral Square Error (ISE) of frequency deviation are used as comparison criteria. Nonlinear simulation results show that the proposed controller provides better performance than the other two models. |
| first_indexed | 2024-03-06T05:24:38Z |
| format | Conference or Workshop Item |
| id | um.eprints-9747 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:24:38Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | um.eprints-97472017-11-23T02:24:17Z http://eprints.um.edu.my/9747/ Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S. TA Engineering (General). Civil engineering (General) This paper proposes a new Fuzzy Gain Scheduled Proportional, Integral and Derivative (FGPID) controller by using Takagi-Sugeno (TS) fuzzy system to the load frequency control problem in multi-area power systems. The TS fuzzy inference engine is chosen and the range of the controller is selected suitably to enhance the output performance of the system. Simulation results demonstrate the ability of the proposed control model in damping the frequency oscillations and tie line power deviations due to area load changes. The approach is compared against two controllers in the literature; Fuzzy Gain Scheduling Integral and Derivative (FGID) controller, and Fuzzy Gain Scheduling Proportional and Integral (FGPI) controller. Settling times, overshoots, undershoots and Integral Square Error (ISE) of frequency deviation are used as comparison criteria. Nonlinear simulation results show that the proposed controller provides better performance than the other two models. 2009-08 Conference or Workshop Item PeerReviewed Hassan, L.H. and Mohamed, H.A.F. and Moghavvemi, M. and Yang, S.S. (2009) Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller. In: ICROS-SICE International Joint Conference 2009, ICCAS-SICE 2009, 18-21 August 2009, Fukuoka, Japan. |
| spellingShingle | TA Engineering (General). Civil engineering (General) Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S. Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller |
| title | Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller |
| title_full | Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller |
| title_fullStr | Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller |
| title_full_unstemmed | Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller |
| title_short | Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller |
| title_sort | load frequency control of power systems with sugeno fuzzy gain scheduling pid controller |
| topic | TA Engineering (General). Civil engineering (General) |
| work_keys_str_mv | AT hassanlh loadfrequencycontrolofpowersystemswithsugenofuzzygainschedulingpidcontroller AT mohamedhaf loadfrequencycontrolofpowersystemswithsugenofuzzygainschedulingpidcontroller AT moghavvemim loadfrequencycontrolofpowersystemswithsugenofuzzygainschedulingpidcontroller AT yangss loadfrequencycontrolofpowersystemswithsugenofuzzygainschedulingpidcontroller |