Assessing Criteria for Photovoltaic Electric Vehicle Charging Stations in Malaysia: Analytic Hierarchy Process and Content Validity Index Analysis

Authors

  • Nur Amira Syahirah Azmar Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia
  • Raja Noor Farah Azura Raja Ma’amor Shah Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia
  • Mohd Syahriman Mohd Azmi Department of Physics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia
  • Nor Suriya Abd Karim Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia
  • Nor Hafizah Md Husin Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia
  • Norhisam Misron Department of Electrical and Electronics, Faculty of Engineering, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
  • Eminugroho Ratna Sari Department of Mathematics Education, Faculty of Mathematics and Natural Sciences, Universitas Negeri Yogyakarta, 55281, Indonesia

DOI:

https://doi.org/10.37934/sijcse.1.1.4252

Keywords:

Content Validity Index (CVI), Analytic Hierarchy Process (AHP), criteria, photovoltaic electric vehicle charging stations (PEVCS), Malaysia

Abstract

Integrating electric vehicle charging stations (EVCSs) with renewable energy sources (RES) further enhances these advantages, addressing range anxiety among EV users. Allocating suitable locations for Photovoltaic Electric Vehicle Charging Stations (PEVCS) is crucial in Malaysia to optimize their utility and accessibility. This study employs a dual methodology combining the Content Validity Index (CVI) and the Analytic Hierarchy Process (AHP) to validate instruments and analyze expert judgment. Through a comprehensive literature review and need analysis, the study identifies and validates main criteria and sub-criteria influencing the placement of PEVCS in Malaysia. The CVI is used to develop an AHP questionnaire, ensuring the robustness of the instrument. The findings reveal six main criteria and twelve sub-criteria crucial for determining ideal PEVCS locations. Economic factors emerge as the most influential main criterion, with construction costs ranking highest among sub-criteria. Utilizing AHP calculations, these criteria weights are integrated into GIS modelling using ArcGIS software to identify optimal PEVCS locations. This study offers significant advantages to industry leaders, policymakers, and stakeholders in effectively allocating suitable locations for PEVCS in Malaysia. By enhancing environmental sustainability and addressing logistical challenges, this approach contributes to the advancement of EV infrastructure and adoption in Malaysia.

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Author Biographies

Nur Amira Syahirah Azmar, Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia

amiraazmar@gmail.com

Raja Noor Farah Azura Raja Ma’amor Shah, Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia

raja_farah@fsmt.upsi.edu.my

Mohd Syahriman Mohd Azmi, Department of Physics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia

syahriman@fsmt.upsi.edu.my

Nor Suriya Abd Karim, Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia

suriya@fsmt.upsi.edu.my

Nor Hafizah Md Husin, Department of Mathematics, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900 Tanjong Malim, Perak, Malaysia

hafizah.husin@fsmt.upsi.edu.my

Norhisam Misron, Department of Electrical and Electronics, Faculty of Engineering, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia

norhisam@eng.upm.edu.my

Eminugroho Ratna Sari, Department of Mathematics Education, Faculty of Mathematics and Natural Sciences, Universitas Negeri Yogyakarta, 55281, Indonesia

eminugroho@uny.ac.id

Published

2024-06-01

Issue

Section

Articles