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2022 | OriginalPaper | Chapter

Optimal Reactive Power Dispatch Under Load Uncertainty Incorporating Solar Power Using Firefly Algorithm

Authors : P. Ramkee, S. N. V. S. K. Chaitanya, B. Venkateswara Rao, R. Ashok Bakkiyaraj

Published in: Advances in Energy Technology

Publisher: Springer Singapore

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Abstract

This paper intends a solution towards the optimal reactive power dispatch (ORPD) within power systems incorporating solar power. And also gives an answer to the ORPD problem under load uncertainty for different random loads. The main objectives are to minimize the real power losses and voltage deviations by initiating solar energy source at one of the load bus systems with no change in constraints such as equality and inequality constraints. The reactive power dispatch problem is resolved with the firefly optimization technique. The suggested firefly algorithm is verified on IEEE 14-bus test system.

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Literature
1.
go back to reference Mouassa S, Bouktir T, Salhi A (2017) Ant lion optimizer for solving optimal reactive power dispatch problem in power systems. Eng Sci Technol Int J 20(3):885–895 Mouassa S, Bouktir T, Salhi A (2017) Ant lion optimizer for solving optimal reactive power dispatch problem in power systems. Eng Sci Technol Int J 20(3):885–895
2.
go back to reference Bhattacharyya B, Karmakar N (2019) Optimal reactive power management problem: a solution using evolutionary algorithms. IETE Tech Rev (Inst Electron Telecommun Eng India) 1–9 Bhattacharyya B, Karmakar N (2019) Optimal reactive power management problem: a solution using evolutionary algorithms. IETE Tech Rev (Inst Electron Telecommun Eng India) 1–9
3.
go back to reference Dutta S, Roy PK, Nandi D (2016) Optimal location of STATCOM using chemical reaction optimization for reactive power dispatch problem. Ain Shams Eng J 7(1):233–247CrossRef Dutta S, Roy PK, Nandi D (2016) Optimal location of STATCOM using chemical reaction optimization for reactive power dispatch problem. Ain Shams Eng J 7(1):233–247CrossRef
4.
go back to reference Praveen J, Rao BS (2016) Multi objective optimization for optimal power flow with IPFC using PSO. In: 3rd international conference on electrical energy systems. IEEE, pp 85–90 Praveen J, Rao BS (2016) Multi objective optimization for optimal power flow with IPFC using PSO. In: 3rd international conference on electrical energy systems. IEEE, pp 85–90
5.
go back to reference Das T, Roy R, Mandal KK, Mondal S, Mondal S, Hait P, Das MK (2020) Optimal reactive power dispatch incorporating solar power using Jaya algorithm. In: Computational advancement in communication. Springer Nature Singapore Pte Ltd, pp 37–48 Das T, Roy R, Mandal KK, Mondal S, Mondal S, Hait P, Das MK (2020) Optimal reactive power dispatch incorporating solar power using Jaya algorithm. In: Computational advancement in communication. Springer Nature Singapore Pte Ltd, pp 37–48
6.
go back to reference Biswas PP, Suganthan PN, Mallipeddi R, Amaratunga GAJ (2019) Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach. Appl Soft Comput J 75:616–632CrossRef Biswas PP, Suganthan PN, Mallipeddi R, Amaratunga GAJ (2019) Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach. Appl Soft Comput J 75:616–632CrossRef
7.
go back to reference Mukherjee A, Mukherjee V (2015) Solution of optimal reactive power dispatch by chaotic krill herd algorithm. IET Gener Transm Distrib 9(15):2351–2362CrossRef Mukherjee A, Mukherjee V (2015) Solution of optimal reactive power dispatch by chaotic krill herd algorithm. IET Gener Transm Distrib 9(15):2351–2362CrossRef
8.
go back to reference Biswas P (2015) Genetic algorithm based multiobjective bilevel programming for optimal real and reactive power dispatch under uncertainty. In: Computational intelligence applications in modeling and control. Studies in computational intelligence. Springer International Publishing, Switzerland, pp 171–202 Biswas P (2015) Genetic algorithm based multiobjective bilevel programming for optimal real and reactive power dispatch under uncertainty. In: Computational intelligence applications in modeling and control. Studies in computational intelligence. Springer International Publishing, Switzerland, pp 171–202
9.
go back to reference Basu M (2016) Multi-objective optimal reactive power dispatch using multi-objective differential evolution. Int J Electr Power Energy Syst 82:213–224CrossRef Basu M (2016) Multi-objective optimal reactive power dispatch using multi-objective differential evolution. Int J Electr Power Energy Syst 82:213–224CrossRef
10.
go back to reference Kunapareddy M, Venkateswara Rao B (2020) Hybridization of particle swarm optimization with firefly algorithm for multi-objective optimal reactive power dispatch. In: Innovative product design and intelligent manufacturing systems. Lecture notes in mechanical engineering. Springer, Singapore, pp 673–682 Kunapareddy M, Venkateswara Rao B (2020) Hybridization of particle swarm optimization with firefly algorithm for multi-objective optimal reactive power dispatch. In: Innovative product design and intelligent manufacturing systems. Lecture notes in mechanical engineering. Springer, Singapore, pp 673–682
11.
go back to reference Zhou W, Yang H, Fang Z (2007) A novel model for photovoltaic array performance prediction. Appl Energy 84:1187–1198CrossRef Zhou W, Yang H, Fang Z (2007) A novel model for photovoltaic array performance prediction. Appl Energy 84:1187–1198CrossRef
12.
go back to reference Yang X-S (2013) Firefly algorithm recent advances and applications. Int J Swarm Intell 1:36–50CrossRef Yang X-S (2013) Firefly algorithm recent advances and applications. Int J Swarm Intell 1:36–50CrossRef
13.
go back to reference Venkateswara Rao B, Nagesh Kumar GV (2015) Thyristor controlled series capacitor for generation reallocation using firefly algorithm to avoid voltage instability. Majlesi J Electr Eng 9(2):1–9 Venkateswara Rao B, Nagesh Kumar GV (2015) Thyristor controlled series capacitor for generation reallocation using firefly algorithm to avoid voltage instability. Majlesi J Electr Eng 9(2):1–9
14.
go back to reference Venkateswara Rao B, Nagesh Kumar GV (2014) Firefly algorithm based optimal power flow with static VAR compensator for improvement of power system security under network contingency. Int Electr Eng J (IEEJ) 5(12):1639–1648 Venkateswara Rao B, Nagesh Kumar GV (2014) Firefly algorithm based optimal power flow with static VAR compensator for improvement of power system security under network contingency. Int Electr Eng J (IEEJ) 5(12):1639–1648
15.
go back to reference Venkateswara Rao B, Nagesh Kumar GV (2016) Firefly algorithm based optimal power flow for sizing of thyristor controlled series capacitor to enhance line based voltage stability. J Electr Eng 16(1):269–280 Venkateswara Rao B, Nagesh Kumar GV (2016) Firefly algorithm based optimal power flow for sizing of thyristor controlled series capacitor to enhance line based voltage stability. J Electr Eng 16(1):269–280
Metadata
Title
Optimal Reactive Power Dispatch Under Load Uncertainty Incorporating Solar Power Using Firefly Algorithm
Authors
P. Ramkee
S. N. V. S. K. Chaitanya
B. Venkateswara Rao
R. Ashok Bakkiyaraj
Copyright Year
2022
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-16-1476-7_39