Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method
The energy storage is an important character for sustainable energy structures and the prospective future economy. This paper aims to propose a multi-attribute decision analysis (MADA) approach to prioritize and choose the energy storage system (ESS) alternatives in terms of the different technical,...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-10-01
|
| Series: | Energies |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1996-1073/15/20/7782 |
| _version_ | 1797473517239795712 |
|---|---|
| author | Arunodaya Raj Mishra Dinesh Kumar Tripathi Fausto Cavallaro Pratibha Rani Santosh K. Nigam Abbas Mardani |
| author_facet | Arunodaya Raj Mishra Dinesh Kumar Tripathi Fausto Cavallaro Pratibha Rani Santosh K. Nigam Abbas Mardani |
| author_sort | Arunodaya Raj Mishra |
| collection | DOAJ |
| description | The energy storage is an important character for sustainable energy structures and the prospective future economy. This paper aims to propose a multi-attribute decision analysis (MADA) approach to prioritize and choose the energy storage system (ESS) alternatives in terms of the different technical, economic, environmental and social aspects of them. In this line, an integrated approach is developed with the combination of intuitionistic fuzzy sets (IFSs), a method using the removal effects of criteria (MEREC), rank sum (RS) and the measurement of the alternatives and ranking based on compromise solution (MARCOS) methods for prioritizing the ESSs. The IF-MEREC-RS was used to find the integrated weight by combining the objective and subjective weights of the different indicators for prioritizing the ESSs. The MARCOS method was implemented to rank the various ESSs over several crucial indicators of sustainability. The practical outcome illustrates that the Li-ion battery (LIB) is the best ESS among all of the options, and this is followed by NaSB and NiMHB. A sensitivity investigation with the diverse weights of the indicators shows the impact of the risk preferences on an alternative prioritization. A comparison is discussed with the outcomes of the different presented, extant approaches to certify the superiority of the presented approach. |
| first_indexed | 2024-03-09T20:15:38Z |
| format | Article |
| id | doaj.art-85f16d7c3cf84609aa3abf40781845b6 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-09T20:15:38Z |
| publishDate | 2022-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-85f16d7c3cf84609aa3abf40781845b62023-11-24T00:00:54ZengMDPI AGEnergies1996-10732022-10-011520778210.3390/en15207782Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution MethodArunodaya Raj Mishra0Dinesh Kumar Tripathi1Fausto Cavallaro2Pratibha Rani3Santosh K. Nigam4Abbas Mardani5Department of Mathematics, Government College Raigaon, Satna 485441, Madhya Pradesh, IndiaDepartment of Mathematics, Government Autonomous Post Graduate College Satna, Satna 485001, Madhya Pradesh, IndiaDepartment of Economics, University of Molise, Via De Sanctis, 86100 Campobasso, ItalyDepartment of Engineering Mathematics, Koneru Lakshmaiah Educational Foundation, Vaddeswaram 522302, Andhra Pradesh, IndiaDepartment of Mathematics, Government Autonomous Post Graduate College Satna, Satna 485001, Madhya Pradesh, IndiaMuma Business School, University of South Florida (USF), Tampa, FL 33612, USAThe energy storage is an important character for sustainable energy structures and the prospective future economy. This paper aims to propose a multi-attribute decision analysis (MADA) approach to prioritize and choose the energy storage system (ESS) alternatives in terms of the different technical, economic, environmental and social aspects of them. In this line, an integrated approach is developed with the combination of intuitionistic fuzzy sets (IFSs), a method using the removal effects of criteria (MEREC), rank sum (RS) and the measurement of the alternatives and ranking based on compromise solution (MARCOS) methods for prioritizing the ESSs. The IF-MEREC-RS was used to find the integrated weight by combining the objective and subjective weights of the different indicators for prioritizing the ESSs. The MARCOS method was implemented to rank the various ESSs over several crucial indicators of sustainability. The practical outcome illustrates that the Li-ion battery (LIB) is the best ESS among all of the options, and this is followed by NaSB and NiMHB. A sensitivity investigation with the diverse weights of the indicators shows the impact of the risk preferences on an alternative prioritization. A comparison is discussed with the outcomes of the different presented, extant approaches to certify the superiority of the presented approach.https://www.mdpi.com/1996-1073/15/20/7782intuitionistic fuzzy setsenergy storagesustainabilityMERECrank sumMARCOS |
| spellingShingle | Arunodaya Raj Mishra Dinesh Kumar Tripathi Fausto Cavallaro Pratibha Rani Santosh K. Nigam Abbas Mardani Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method Energies intuitionistic fuzzy sets energy storage sustainability MEREC rank sum MARCOS |
| title | Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method |
| title_full | Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method |
| title_fullStr | Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method |
| title_full_unstemmed | Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method |
| title_short | Assessment of Battery Energy Storage Systems Using the Intuitionistic Fuzzy Removal Effects of Criteria and the Measurement of Alternatives and Ranking Based on Compromise Solution Method |
| title_sort | assessment of battery energy storage systems using the intuitionistic fuzzy removal effects of criteria and the measurement of alternatives and ranking based on compromise solution method |
| topic | intuitionistic fuzzy sets energy storage sustainability MEREC rank sum MARCOS |
| url | https://www.mdpi.com/1996-1073/15/20/7782 |
| work_keys_str_mv | AT arunodayarajmishra assessmentofbatteryenergystoragesystemsusingtheintuitionisticfuzzyremovaleffectsofcriteriaandthemeasurementofalternativesandrankingbasedoncompromisesolutionmethod AT dineshkumartripathi assessmentofbatteryenergystoragesystemsusingtheintuitionisticfuzzyremovaleffectsofcriteriaandthemeasurementofalternativesandrankingbasedoncompromisesolutionmethod AT faustocavallaro assessmentofbatteryenergystoragesystemsusingtheintuitionisticfuzzyremovaleffectsofcriteriaandthemeasurementofalternativesandrankingbasedoncompromisesolutionmethod AT pratibharani assessmentofbatteryenergystoragesystemsusingtheintuitionisticfuzzyremovaleffectsofcriteriaandthemeasurementofalternativesandrankingbasedoncompromisesolutionmethod AT santoshknigam assessmentofbatteryenergystoragesystemsusingtheintuitionisticfuzzyremovaleffectsofcriteriaandthemeasurementofalternativesandrankingbasedoncompromisesolutionmethod AT abbasmardani assessmentofbatteryenergystoragesystemsusingtheintuitionisticfuzzyremovaleffectsofcriteriaandthemeasurementofalternativesandrankingbasedoncompromisesolutionmethod |