Abstract
This present work deals with the performance of the fuzzy logic controller (FLC) for a multi-area automatic load frequency control system. At the start, thermal, hydro, and gas units in each area are considered in a three areas’ nine-unit power system and appropriate area participation factors are assumed for each unit. After that, fuzzy logic controllers having triangular member functions are incorporated as a secondary controller to attain a better performance of the system. The effectiveness of the FLC is observed while compared with a classical PID controller. In addition, the capability of considered FLC controller is also exhibited by considering random step load disturbance.
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References
Elgerd OI (2000) Electric energy systems theory—an introduction. Tata McGraw Hill, New Delhi
Indulkar CS, Raj B (1995) Application of fuzzy controller to automatic generation control. Electr Mach Power Syst 23(2):209–220. https://doi.org/10.1080/07313569508955618
Sambariya DK, Nath V (2016) Load frequency control using fuzzy logic based controller for multi-area power system. Br J Math Comput Sci 13(5):1–19, Article no. BJMCS.22899
Boddepalli MK, Navuri PK (2018) Design, and analysis of firefly algorithm based PID controller for automatic load frequency control problem. In: IEEE international conference on technologies for smart-city energy security and power (ICSESP-2018)
Chown GA, Hartman RC (1998) Design and experience with a fuzzy logic controller for automatic generation control (AGC). IEEE Trans Power Syst 13(3):965–970
Nath V, Sambariya DK (2015) Analysis of AGC and AVR for single area and double area power system using fuzzy logic control. Int J Adv Res Electr Electron Instrum Eng 4(7)
Sahu RK, Panda S, Rout UK (2013) DE optimized parallel 2-DOF PID controller for load frequency control of power system with governor dead-band nonlinearity. Int J Electr Power Energy Syst 49:19–33
Pradhan S, Sahu RK, Panda S (2014) Application of firefly algorithm for load frequency control of multi-area interconnected power system. Electr Power Compon Syst 42:1419–1430
Mohanty B, Panda S, Hota PK (2014) Controller parameters tuning of differential evolution algorithm and its application to load frequency control of multi-source power system. 54:77–85
Chandra Sekhar GT, Sahu RK, Baliarsingh AK, Panda S (2016) Load frequency control of power system under deregulated environment using optimal firefly algorithm. Electr Power Energy Syst 74:195–211
Yang XS (2010) Firefly algorithm, stochastic test functions, and design optimization. Int J Bio-inspired Comput 2:78–84
Yang XS, Hosseini SSS, Gandomi AH (2012) Firefly algorithm for solving non-convex economic dispatch problems with valve loading effect. Appl Soft Comput 12:1180–1186
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Boddepalli, M.K., Navuri, P.K. (2020). Application of Fuzzy Controller for Multi-area Automatic Load Frequency Control System. In: Deepak, B., Parhi, D., Jena, P. (eds) Innovative Product Design and Intelligent Manufacturing Systems. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-15-2696-1_30
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DOI: https://doi.org/10.1007/978-981-15-2696-1_30
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