Solution of Optimal Power Flow Using Non-Dominated Sorting Multi Objective Based Hybrid Firefly and Particle Swarm Optimization Algorithm

Abdullah Khan; Hashim Hizam; Noor Izzri Abdul-Wahab; Mohammad Lutfi Othman

LAPSE

Living Archive for Process Systems Engineering

LAPSE:2023.25901

Published Article

LAPSE:2023.25901

Solution of Optimal Power Flow Using Non-Dominated Sorting Multi Objective Based Hybrid Firefly and Particle Swarm Optimization Algorithm

Abdullah Khan, Hashim Hizam, Noor Izzri Abdul-Wahab, Mohammad Lutfi Othman

March 31, 2023

In this paper, a multi-objective hybrid firefly and particle swarm optimization (MOHFPSO) was proposed for different multi-objective optimal power flow (MOOPF) problems. Optimal power flow (OPF) was formulated as a non-linear problem with various objectives and constraints. Pareto optimal front was obtained by using non-dominated sorting and crowding distance methods. Finally, an optimal compromised solution was selected from the Pareto optimal set by applying an ideal distance minimization method. The efficiency of the proposed MOHFPSO technique was tested on standard IEEE 30-bus and IEEE 57-bus test systems with various conflicting objectives. Simulation results were also compared with non-dominated sorting based multi-objective particle swarm optimization (MOPSO) and different optimization algorithms reported in the current literature. The achieved results revealed the potential of the proposed algorithm for MOOPF problems.

Record ID

LAPSE:2023.25901

Keywords

hybrid firefly and particle swarm optimization, ideal distance minimization, multi-objective optimization, non-dominated sorting, optimal power flow, real power loss minimization, total fuel cost minimization, voltage profile enhancement

Subject

Optimization

Suggested Citation

Khan A, Hizam H, Abdul-Wahab NI, Othman ML. Solution of Optimal Power Flow Using Non-Dominated Sorting Multi Objective Based Hybrid Firefly and Particle Swarm Optimization Algorithm. (2023). LAPSE:2023.25901

Author Affiliations

Khan A: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia; Advanced Lightning, Power and Energy Research, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia [ORCID]
Hizam H: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia; Advanced Lightning, Power and Energy Research, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia
Abdul-Wahab NI: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia; Advanced Lightning, Power and Energy Research, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia [ORCID]
Othman ML: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia; Advanced Lightning, Power and Energy Research, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia [ORCID]

Journal Name

Energies

Volume

13

Issue

16

Article Number

E4265

Year

2020

Publication Date

2020-08-18