TY - JOUR
T1 - Modeling challenges for Industry 4.0 implementation in new energy systems towards carbon neutrality: Implications for impact assessment policy and practice in emerging economies
AU - Moktadir, Md Abdul
AU - Ren, Jingzheng
N1 - Funding Information:
The work described in this paper was supported by a grant from the Research Committee of The Hong Kong Polytechnic University under student account code RKHB (PolyU Presidential Ph.D. Fellowship awardee to Md. Abdul Moktadir ). The work was also supported by a grant from the PROCORE-France/Hong Kong Joint Research Scheme sponsored by the Research Grants Council of Hong Kong and the Consulate General of France in Hong Kong (Ref. No. F-PolyU501/22 ), a grant from Departmental General Research Fund, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University (Grant No. G-UARF, Project ID: P0045761 ), and a grant from Research Institute for Advanced Manufacturing (RIAM), The Hong Kong Polytechnic University (1-CD9G, Project ID: P0046135 ).
Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2023/12
Y1 - 2023/12
N2 - New energy systems (NESs) in a circular economy (CE) perspective may contribute significantly to achieving emerging economies’ carbon peaking and neutrality goals. However, CE-based NESs in developing countries towards carbon peaking and neutrality remain unexplored in scientific research and development. Additionally, challenges for I4.0 implementation in the CE context for NESs are still under research gaps in emerging economies. The previous research mainly focused on qualitative discussions on carbon neutrality, I4.0 challenges, and opportunities for renewable energy generation from waste biomass. Therefore, this scientific work, for the first time, offered an innovative decision support model integrating qualitative management tool OGSM (Objective, Goals, Strategies, and Measures), Dombi t-norm and Dombi t-conorm operator based Interval-valued Fermatean fuzzy number (IVFFN) Delphi and IVFFN-Decision Making Trial and Evaluation Laboratory (DEMATE) as a new extension of DEMATEL for assessing interactions among I4.0 implementing challenges in a CE context for NESs towards carbon neutrality which can handle border scale of uncertainty and ambiguity. The findings indicated that out of fifteen I4.0 challenges, nine were identified as causal challenges and the rest as effect group challenges, suggesting that improving causal challenges can notably enhance the effect group challenges. “Lack of aptitude to integrate sophisticated I4.0 infrastructure for NESs” has been identified as the top priority causal challenge that significantly impacts the effect group challenges. Further, based on the findings of IVFFN-DEMATEL, short-, mid-, and long-term action plans are proposed for real-time decision-makers to improve the existing situations. The output of the study may contribute robustly to the real-time scenarios of NESs by supporting decision-makers, researchers, government authorities, and stakeholders towards developing sustainable CE-based NESs by integrating I4.0 technologies, which will help to achieve a carbon-neutral economy in emerging economies.
AB - New energy systems (NESs) in a circular economy (CE) perspective may contribute significantly to achieving emerging economies’ carbon peaking and neutrality goals. However, CE-based NESs in developing countries towards carbon peaking and neutrality remain unexplored in scientific research and development. Additionally, challenges for I4.0 implementation in the CE context for NESs are still under research gaps in emerging economies. The previous research mainly focused on qualitative discussions on carbon neutrality, I4.0 challenges, and opportunities for renewable energy generation from waste biomass. Therefore, this scientific work, for the first time, offered an innovative decision support model integrating qualitative management tool OGSM (Objective, Goals, Strategies, and Measures), Dombi t-norm and Dombi t-conorm operator based Interval-valued Fermatean fuzzy number (IVFFN) Delphi and IVFFN-Decision Making Trial and Evaluation Laboratory (DEMATE) as a new extension of DEMATEL for assessing interactions among I4.0 implementing challenges in a CE context for NESs towards carbon neutrality which can handle border scale of uncertainty and ambiguity. The findings indicated that out of fifteen I4.0 challenges, nine were identified as causal challenges and the rest as effect group challenges, suggesting that improving causal challenges can notably enhance the effect group challenges. “Lack of aptitude to integrate sophisticated I4.0 infrastructure for NESs” has been identified as the top priority causal challenge that significantly impacts the effect group challenges. Further, based on the findings of IVFFN-DEMATEL, short-, mid-, and long-term action plans are proposed for real-time decision-makers to improve the existing situations. The output of the study may contribute robustly to the real-time scenarios of NESs by supporting decision-makers, researchers, government authorities, and stakeholders towards developing sustainable CE-based NESs by integrating I4.0 technologies, which will help to achieve a carbon-neutral economy in emerging economies.
KW - Carbon neutrality
KW - Circular economy
KW - Energy sustainability
KW - Industry 4.0
KW - IVFFN Delphi
KW - IVFFN-DEMATEL
KW - New energy systems
UR - http://www.scopus.com/inward/record.url?scp=85173676743&partnerID=8YFLogxK
U2 - 10.1016/j.resconrec.2023.107246
DO - 10.1016/j.resconrec.2023.107246
M3 - Journal article
AN - SCOPUS:85173676743
SN - 0921-3449
VL - 199
JO - Resources, Conservation and Recycling
JF - Resources, Conservation and Recycling
M1 - 107246
ER -