Reference-point modified honey badger algorithm: Intelligent optimization for off-grid photovoltaic system / Nur Atharah Kamarzaman ... [et al.]

Kamarzaman, Nur Atharah and Sulaiman, Shahril Irwan and Yassin, Ahmad Ihsan and Zainuddin, Hedzlin and Ibrahim, Intan Rahayu (2024) Reference-point modified honey badger algorithm: Intelligent optimization for off-grid photovoltaic system / Nur Atharah Kamarzaman ... [et al.]. In: UNSPECIFIED.

Abstract

To address the intricate balance between technical reliability and economic viability in off-grid photovoltaic (PV)-battery-diesel generator systems, particularly in regions without grid access, this study introduces the Reference-Point Modified Honey Badger Algorithm (RP-MHBA) as an innovative optimization methodology. RP-MHBA enhances the conventional Honey Badger Algorithm (HBA) by offering a more comprehensive range of alternative solutions through a Pareto front that trades off between conflicting technical reliability and economic viability, facilitating the discovery of balanced solutions. Consequently, the resulting optimized off-grid PV-battery-diesel generator systems provide a reliable energy supply and yield economic and environmental benefits. Through increased adoption of renewable energy and cost-effective energy provision, this innovation supports entities like TNB, SEDA, and MOSTI in advancing national electricity generation and harnessing artificial intelligence for PV system optimization. Furthermore, this aligns with the United Nations Sustainable Development Goal (SDG) 7, which aims to ensure access to affordable, reliable, sustainable, and modern energy for all.

Metadata

Item Type: Conference or Workshop Item (Paper)
Creators:
Creators
Email / ID Num.
Kamarzaman, Nur Atharah
UNSPECIFIED
Sulaiman, Shahril Irwan
UNSPECIFIED
Yassin, Ahmad Ihsan
UNSPECIFIED
Zainuddin, Hedzlin
UNSPECIFIED
Ibrahim, Intan Rahayu
UNSPECIFIED
Contributors:
Contribution
Name
Email / ID Num.
Chief Editor
Abdul Rahman, Zarinatun Ilyani
UNSPECIFIED
Editor
Mohd Nasir, Nur Fatima Wahida
UNSPECIFIED
Editor
Kamarudin, Syaza
UNSPECIFIED
Designer
Ramlie, Mohd Khairulnizam
UNSPECIFIED
Subjects: T Technology > TJ Mechanical engineering and machinery > Energy conservation
Divisions: Universiti Teknologi MARA, Perak > Seri Iskandar Campus > Faculty of Architecture, Planning and Surveying
Journal or Publication Title: The 13th International Innovation, Invention & Design Competition 2024
Page Range: pp. 161-164
Keywords: off-grid photovoltaic, multi-objective optimization, modified honey badger algorithm
Date: 2024
URI: https://ir.uitm.edu.my/id/eprint/106382
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106382

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