TY - JOUR
T1 - A new approach towards analysis of life cycle of energy storage systems
T2 - An intuitionistic fuzzy rough based TODIM approach
AU - Hussain, Amir
AU - Ullah, Kifayat
AU - Aydin, Nezir
AU - Olanrewaju, Oludolapo Akanni
N1 - Publisher Copyright:
© 2024
PY - 2025/6
Y1 - 2025/6
N2 - 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.
AB - 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.
KW - Energy storage systems
KW - Multi-attribute decision-making
KW - Uncertainty handling
UR - http://www.scopus.com/inward/record.url?scp=85211126664&partnerID=8YFLogxK
U2 - 10.1016/j.egyr.2024.11.091
DO - 10.1016/j.egyr.2024.11.091
M3 - Article
AN - SCOPUS:85211126664
SN - 2352-4847
VL - 13
SP - 59
EP - 67
JO - Energy Reports
JF - Energy Reports
ER -