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2020 | OriginalPaper | Chapter

SHO Algorithm-Based Fuzzy-Aided PID Controller for AGC Study

Authors : S. Sahoo, N. K. Jena, D. P. Das, Binod Kumar Sahu, Manoj Kumar Debnath

Published in: Innovation in Electrical Power Engineering, Communication, and Computing Technology

Publisher: Springer Singapore

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Abstract

This paper articulates automatic generation control (AGC) of a three-area multi-unit power system by proposing a fuzzy-aided PID controller incorporated with filter (FPIDF). An inexhaustible photovoltaic (PV) source is injected in the first area of the recommended conventional power system. The challenges arise due to the PV source; a sturdy secondary controller is quintessential. An optimal FPIDF controller is designed by applying a new algorithm named as selfish herd optimization algorithm. To demonstrate the validity of the proposed controller, the transient response evaluated by FPIDF is compared with the PID controller. Further, the robustness is examined by forcing a random step load in area-1.

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Appendix
Available only for authorised users
Literature
1.
go back to reference Kundur P (2009) Power system stability and control, eighth reprint. Tata McGraw Hill, New Delhi Kundur P (2009) Power system stability and control, eighth reprint. Tata McGraw Hill, New Delhi
2.
go back to reference Elgerd OI, Fosha CE (1970) Optimum megawatt-frequency control of multi-area electric energy systems. IEEE Trans Power App Syst 89(4)CrossRef Elgerd OI, Fosha CE (1970) Optimum megawatt-frequency control of multi-area electric energy systems. IEEE Trans Power App Syst 89(4)CrossRef
3.
go back to reference Padhan 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(13):1419–1430CrossRef Padhan 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(13):1419–1430CrossRef
4.
go back to reference Hasanien HM, El-Fergany AA (2016) Symbiotic organisms search algorithm for automatic generation control of interconnected power systems including wind farms. IET Gener Transm Distrib 11(7):1692–1700CrossRef Hasanien HM, El-Fergany AA (2016) Symbiotic organisms search algorithm for automatic generation control of interconnected power systems including wind farms. IET Gener Transm Distrib 11(7):1692–1700CrossRef
5.
go back to reference Sahu RK, Gorripotu TS, Panda S (2016) Automatic generation control of multi-area power systems with diverse energy sources using teaching learning based optimization algorithm. Eng Sci Technol Int J 19(1):113–134CrossRef Sahu RK, Gorripotu TS, Panda S (2016) Automatic generation control of multi-area power systems with diverse energy sources using teaching learning based optimization algorithm. Eng Sci Technol Int J 19(1):113–134CrossRef
6.
go back to reference Guha D, Roy P, Banerjee S (2017) Quasi-oppositional symbiotic organism search algorithm applied to load frequency control. Swarm and Evol Comput 33:46–67CrossRef Guha D, Roy P, Banerjee S (2017) Quasi-oppositional symbiotic organism search algorithm applied to load frequency control. Swarm and Evol Comput 33:46–67CrossRef
7.
go back to reference Debnath MK, Jena T, Mallick RK (2016) Novel PD-PID cascaded controller for automatic generation control of a multi-area interconnected power system optimized by grey wolf optimization (GWO). In: IEEE 1st international conference on power electronics, intelligent control and energy systems (ICPEICES), July. IEEE, pp 1–6 Debnath MK, Jena T, Mallick RK (2016) Novel PD-PID cascaded controller for automatic generation control of a multi-area interconnected power system optimized by grey wolf optimization (GWO). In: IEEE 1st international conference on power electronics, intelligent control and energy systems (ICPEICES), July. IEEE, pp 1–6
8.
go back to reference Mishra DK, Panigrahi TK, Ray PK, Mohanty A (2017) Application of integral double derivative with filter for load frequency control in multi area power system. In: IEEE Calcutta conference (CALCON), December. IEEE, pp 220–225 Mishra DK, Panigrahi TK, Ray PK, Mohanty A (2017) Application of integral double derivative with filter for load frequency control in multi area power system. In: IEEE Calcutta conference (CALCON), December. IEEE, pp 220–225
9.
go back to reference Rajbongshiand R, Saikia LC (2017) Combined control of voltage and frequency of multi-area multisource system incorporating solar thermal power plant using LSA optimised classical controllers. IET Gener Transm Distrib 11(10):2489–2498CrossRef Rajbongshiand R, Saikia LC (2017) Combined control of voltage and frequency of multi-area multisource system incorporating solar thermal power plant using LSA optimised classical controllers. IET Gener Transm Distrib 11(10):2489–2498CrossRef
10.
go back to reference Acharyulu BV, Mohanty B, Hota PK (2019) Comparative performance analysis of PID controller with filter for automatic generation control with moth-flame optimization algorithm. In: Applications of artificial intelligence techniques in engineering. Springer, Singapore, pp 509–518 Acharyulu BV, Mohanty B, Hota PK (2019) Comparative performance analysis of PID controller with filter for automatic generation control with moth-flame optimization algorithm. In: Applications of artificial intelligence techniques in engineering. Springer, Singapore, pp 509–518
11.
go back to reference Kashyap R, Sankeswari SS, Patil BA (2013) Load Frequency Control using fuzzy PI controller generation of interconnected hydropower system. Int J Emerg Technol Adv Eng 3(9):655–659 Kashyap R, Sankeswari SS, Patil BA (2013) Load Frequency Control using fuzzy PI controller generation of interconnected hydropower system. Int J Emerg Technol Adv Eng 3(9):655–659
12.
go back to reference Lal DK, Barisal AK, Tripathy M (2016) Grey wolf optimizer algorithm based fuzzy PID controller for AGC of multi-area power system with TCPS. Procedia Comput Sci 92:99–105CrossRef Lal DK, Barisal AK, Tripathy M (2016) Grey wolf optimizer algorithm based fuzzy PID controller for AGC of multi-area power system with TCPS. Procedia Comput Sci 92:99–105CrossRef
13.
go back to reference Sahu BK, Pati S, Mohanty PK, Panda S (2015) Teaching–learning based optimization algorithm based fuzzy-PID controller for automatic generation control of multi-area power system. Appl Soft Comput 27:240–249CrossRef Sahu BK, Pati S, Mohanty PK, Panda S (2015) Teaching–learning based optimization algorithm based fuzzy-PID controller for automatic generation control of multi-area power system. Appl Soft Comput 27:240–249CrossRef
14.
go back to reference Arya Y (2019) AGC of PV-thermal and hydro-thermal power systems using CES and a new multi-stage FPIDF-(1 + PI) controller. Renew Energy 134:796–806CrossRef Arya Y (2019) AGC of PV-thermal and hydro-thermal power systems using CES and a new multi-stage FPIDF-(1 + PI) controller. Renew Energy 134:796–806CrossRef
15.
go back to reference Nayak PC, Prusty UC, Prusty RC, Barisal AK (2018) Application of SOS in fuzzy based PID controller for AGC of multi-area power system. In: Technologies for smart-city energy security and power (ICSESP), March 2018. IEEE, pp 1–6 Nayak PC, Prusty UC, Prusty RC, Barisal AK (2018) Application of SOS in fuzzy based PID controller for AGC of multi-area power system. In: Technologies for smart-city energy security and power (ICSESP), March 2018. IEEE, pp 1–6
16.
go back to reference Fausto F, Cuevas E, Valdivia A, González A (2017) A global optimization algorithm inspired in the behavior of selfish herds. Biosystems 160:39–55CrossRef Fausto F, Cuevas E, Valdivia A, González A (2017) A global optimization algorithm inspired in the behavior of selfish herds. Biosystems 160:39–55CrossRef
Metadata
Title
SHO Algorithm-Based Fuzzy-Aided PID Controller for AGC Study
Authors
S. Sahoo
N. K. Jena
D. P. Das
Binod Kumar Sahu
Manoj Kumar Debnath
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-2305-2_58