Work

A new approach towards analysis of life cycle of energy storage systems: An intuitionistic fuzzy rough based TODIM approach

Year: 2024

Type: article

Abstract: The role of energy storage systems (ESS) in balancing supply and demand, integrating renewable sources, and enhancing stability is crucial. The life cycle of the ESS may vary due to the involvement of multiple environmental, economic, and social factors. During the life cycle analysis (LCA) of the ESS, the evaluation of these factors is very important. This study conducts a thorough and comprehensive analysis of the life cycles of various energy storage technologies based on multiple factors. A well-known framework called intuitionist fuzzy rough set (IFRS) is utilized to extract information from experts for ESS based on multiple factors. Then, an acronym in Portuguese for interactive and multi-criteria decision-making (TODIM) is utilized for symmetric LCA for ESS. The results, which varied using different weights, were compared with similar models to demonstrate the robustness and adaptability of the approach. • A new approach towards analysis of life cycle of energy storage systems is constructed. • An intuitionistic fuzzy rough-based TODIM approach is developed. • Effects of different weights were analyzed with similar models for significance. • The performance of various famous energy storage systems technologies was analyzed based on their LCA.

Source: Energy Reports

DOI: 10.1016/j.egyr.2024.11.091

Authors: Amir Hussain, Kifayat Ullah, Nezir Aydin, Oludolapo Akanni Olanrewaju

Institutions: Riphah International University, Yıldız Technical University, Hamad bin Khalifa University, Durban University of Technology

Language: English

Topic: Multi-Criteria Decision Making

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

SDGs: Affordable and clean energy, Industry, innovation and infrastructure, Climate action

Open Access status: gold

Estimated APC paid: $2,700