Implementation of the Arithmetic Optimization Algorithm for Economic Load Dispatch

Widi Aribowo; Reza Rahmadian; Mahendra Widyartono; Aditya Chandra Hermawan; Ayusta Lukita Wardani; Unit Three Kartini

doi:10.1109/ICRACOS53680.2021.9701999

Implementation of the Arithmetic Optimization Algorithm for Economic Load Dispatch

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Widi Aribowo, Reza Rahmadian, Mahendra Widyartono, Aditya Chandra Hermawan, Ayusta Lukita Wardani, Unit Three Kartini

2021 ICRACOS 2021 - 2021 3rd International Conference on Research and Academic Community Services: Sustainable Innovation in Research and Community Services for Better Quality of Life towards Society 5 Conference paper Cited by 3

Abstract

This paper presents the completion of the economic load dispatch on the power system using the latest metaheuristic named Arithmetic optimization Algorithm (AOA). This algorithm uses the classification conduct of the major math operators such as addition (A), subtraction (S), multiplication (M), and division (D). The optimization process in various search spaces is modeled and applied AOA mathematically. To get the performance of the proposed method, this study uses mathematical methods as a comparison, namely Differential Evolution (DE), Particle Swarm optimization (PSO), and Sine Tree-Seed Algorithm (STSA). This study uses 2 experimental tests. From the research, it was found that the AOA method is better than the math and PSO methods. The generation cost of the AOA method is better than the PSO method by 0.016264%. © 2021 IEEE.

Affiliations

Universitas Negeri Surabaya, Department of Electrical Engineering, Surabaya, Indonesia

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