PMID- 36652074 OWN - NLM STAT- MEDLINE DCOM- 20230907 LR - 20230907 IS - 1614-7499 (Electronic) IS - 0944-1344 (Linking) VI - 30 IP - 15 DP - 2023 Mar TI - A robust, resilience multi-criteria decision-making with risk approach: a case study for renewable energy location. PG - 43267-43278 LID - 10.1007/s11356-023-25223-1 [doi] AB - Regarding hard situations like war, the increasing cost of extraction and exploration of fossil fuels make governments move toward green and clear renewable energy (RE). As a result, we propose a novel multi-criteria decision-making (MCDM) method for RE location (REL) for the first time. This model suggests a Robust, Resilience MCDM with Risk approach (RRMCDMR) for REL. We propose a risk approach by adding a risk function in MCDM. A robust convex approach is used to tackle the uncertainty of the model for the real world. We compare the RRMCDMR problem in a wind farm location in Iran with different risk coefficient functions. As defined, Khaf, Nehbandan, and Esfarayan are in locations one to three in all modes. We changed the normalized risk function and suggested two other risk functions that can help risk-averse and risk-neutral decision-makers. We varied the robust convex coefficient and considered that by increasing the robust convex coefficient, the alternative score increased. CI - (c) 2023. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. FAU - Lotfi, Reza AU - Lotfi R AUID- ORCID: 0000-0001-5868-8467 AD - Department of Industrial Engineering, Yazd University, Yazd, Iran. reza.lotfi.ieng@gmail.com. AD - Department of Industrial Engineering, Behineh Gostar Sanaye Arman Co., Tehran, Iran. reza.lotfi.ieng@gmail.com. FAU - Gharehbaghi, Alireza AU - Gharehbaghi A AD - Department of Industrial engineering, Sharif University of Technology, Tehran, Iran. FAU - Mehrjardi, Mojtaba Sadreddini AU - Mehrjardi MS AD - Department of Business and Management, University of Science and Culture, Tehran, Iran. FAU - Kheiri, Kiana AU - Kheiri K AD - Department of Computer Science, Utah State University, Logan, Utah, USA. FAU - Ali, Sadia Samar AU - Ali SS AD - Department of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia. LA - eng PT - Journal Article DEP - 20230118 PL - Germany TA - Environ Sci Pollut Res Int JT - Environmental science and pollution research international JID - 9441769 RN - 0 (Fossil Fuels) SB - IM MH - *Decision Making MH - Fossil Fuels MH - Iran MH - *Renewable Energy MH - Uncertainty OTO - NOTNLM OT - Multi-criteria decision-making OT - Renewable energy location OT - Risk-averse OT - Robust EDAT- 2023/01/19 06:00 MHDA- 2023/04/07 06:42 CRDT- 2023/01/18 11:24 PHST- 2022/10/23 00:00 [received] PHST- 2023/01/05 00:00 [accepted] PHST- 2023/04/07 06:42 [medline] PHST- 2023/01/19 06:00 [pubmed] PHST- 2023/01/18 11:24 [entrez] AID - 10.1007/s11356-023-25223-1 [pii] AID - 10.1007/s11356-023-25223-1 [doi] PST - ppublish SO - Environ Sci Pollut Res Int. 2023 Mar;30(15):43267-43278. doi: 10.1007/s11356-023-25223-1. Epub 2023 Jan 18.