Metaheuristic Optimization of Perovskite Solar Cell Using Hybrid L32 Taguchi Doe-Based Genetic Algorithm

Khairil Ezwan  Kaharudin; Nabilah Ahmad  Jalaludin; Fauziyah  Salehuddin; Faiz  Arith; Anis Suhaila  Mohd Zain; Ibrahim  Ahmad; Siti Aisah  Mat Junos; Prakash R  Apte

doi:10.37934/ard.122.1.219233

Authors

Khairil Ezwan Kaharudin Faculty of Engineering and Built Environment, Lincoln University College (Main Campus), Wisma Lincoln, 47301 Petaling Jaya, Selangor
Nabilah Ahmad Jalaludin Micro & Nano Electronics (MiNE), CeTRI, Faculty of Electronics and Computer Technology and Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, Durian Tunggal, 76100 Melaka, Malaysia
Fauziyah Salehuddin Micro & Nano Electronics (MiNE), CeTRI, Faculty of Electronics and Computer Technology and Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, Durian Tunggal, 76100 Melaka
Faiz Arith Micro & Nano Electronics (MiNE), CeTRI, Faculty of Electronics and Computer Technology and Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, Durian Tunggal, 76100 Melaka, Malaysia
Anis Suhaila Mohd Zain Micro & Nano Electronics (MiNE), CeTRI, Faculty of Electronics and Computer Technology and Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, Durian Tunggal, 76100 Melaka, Malaysia
Ibrahim Ahmad College of Engineering (CoE), Universiti Tenaga Nasional (UNITEN), 43009 Kajang, Selangor, Malaysia
Siti Aisah Mat Junos Micro & Nano Electronics (MiNE), CeTRI, Faculty of Electronics and Computer Technology and Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, Durian Tunggal, 76100 Melaka, Malaysia
Prakash R Apte Indian Institute of Technology (IIT), Bombay, Powai, Mumbai 400076, India

DOI:

https://doi.org/10.37934/ard.122.1.219233

Keywords:

Genetic algorithm, L32 Taguchi DoE, multiple linear regression, power conversion efficiency

Abstract

Solar cells convert sunlight into electricity, and the efficiency of this conversion process largely depends on the material parameters. Optimizing these parameters, like thickness and carrier concentration, could significantly increase the efficiency of solar cells. This paper emphasizes the metaheuristic optimization approach in searching for the optimum input parameters of perovskite solar cell (PSC).