Optimization of Lithium-Ion Battery Circular Economy in Electric Vehicles in Sustainable Supply Chain

Mohsen Alizadeh Afroozi , Mohammad Gramifar , Babak Hazratifar , Mohammad Mahdi Keshvari , Seyed Behnam Razavian

Battery Energy ›› 2025, Vol. 4 ›› Issue (2) : e20240057

PDF
Battery Energy ›› 2025, Vol. 4 ›› Issue (2) : e20240057 DOI: 10.1002/bte2.20240057
RESEARCH ARTICLE

Optimization of Lithium-Ion Battery Circular Economy in Electric Vehicles in Sustainable Supply Chain

Author information +
History +
PDF

Abstract

Lithium batteries constitute a pivotal component in electric vehicles (EVs) owing to their rechargeability and high-power output capabilities. Despite their advantageous features, these batteries encounter longevity challenges, posing disposal complications and an insufficient sustainable supply chain ecosystem to address the growing demand for lithium batteries. One potential solution to address this issue is the implementation of a circular economy model. This study aims to identify and assess the key barriers to optimizing a sustainable supply chain in the lithium-ion battery circular economy using an integrated Gray Multi-Criteria Decision Making approach within the automotive sector. The novelty of this research lies in its application of Gray Possibility Comparison and Gray Possibility of degree to address these uncertainties. By integrating Gray DEMATEL (Decision Making Trial and Evaluation Laboratory) and Gray ANP (Analytic Network Process) methods, this study offers a more flexible and adaptive framework for identifying and analyzing the interrelationships among barriers. The research process involves validating the identified barriers through the Gray Delphi method, followed by the application of Gray DEMATEL to establish the cause-effect relationships among the barriers. Finally, Gray ANP is used to assign weights and prioritize the barriers into primary and secondary categories. The results indicate that the barrier “Lack of supportive policies and standards” holds the highest importance and influence, with a weight of 0.101225.

Keywords

barriers management / circular economy / gray MCDM / lithium-ion battery / optimization / sustainable supply chain

Cite this article

Download citation ▾
Mohsen Alizadeh Afroozi, Mohammad Gramifar, Babak Hazratifar, Mohammad Mahdi Keshvari, Seyed Behnam Razavian. Optimization of Lithium-Ion Battery Circular Economy in Electric Vehicles in Sustainable Supply Chain. Battery Energy, 2025, 4(2): e20240057 DOI:10.1002/bte2.20240057

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Z. Chen, A. Yildizbasi, Y. Wang, and J. Sarkis, “Safety Concerns for the Management of End of Life Lithium Ion Batteries,” Global Challenges 6, no. 12 (2022): 2200049.

[2]

G. Bridge and E. Faigen, “Towards the Lithium-Ion Battery Production Network: Thinking Beyond Mineral Supply Chains,” Energy Research & Social Science 89 (2022): 102659.

[3]

S. Patala, L. Albareda, and M. Halme, “Polycentric Governance of Privately Owned Resources in Circular Economy Systems,” Journal of Management Studies 59, no. 6 (2022): 1563-1596.

[4]

O. Egbue and S. Long, “Critical Issues in the Supply Chain of Lithium for Electric Vehicle Batteries,” Engineering Management Journal 24, no. 3 (2012): 52-62.

[5]

Y. Miao, L. Liu, K. Xu, and J. Li, “High Concentration From Resources to Market Heightens Risk for Power Lithium-Ion Battery Supply Chains Globally,” Environmental Science and Pollution Research 30, no. 24 (2023): 65558-65571.

[6]

X. Sun, H. Hao, P. Hartmann, Z. Liu, and F. Zhao, “Supply Risks of Lithium-Ion Battery Materials: An Entire Supply Chain Estimation,” Materials Today Energy 14 (2019): 100347.

[7]

K. Govindan, H. Soleimani, and D. Kannan, “Reverse Logistics and Closed-Loop Supply Chain: A Comprehensive Review to Explore the Future,” European Journal of Operational Research 240 (2015): 603-626.

[8]

G. Martin, L. Rentsch, M. Höck, and M. Bertau, “Lithium Market Research-Global Supply, Future Demand and Price Development,” Energy Storage Materials 6 (2017): 171-179.

[9]

E. A. Olivetti, G. Ceder, G. G. Gaustad, and X. Fu, “Lithium-Ion Battery Supply Chain Considerations: Analysis of Potential Bottlenecks in Critical Metals,” Joule 1, no. 2 (2017): 229-243.

[10]

C. Öztürk, Z. Chen, and A. Yildizbasi, “The Lithium-Ion Battery Supply Chain,” in The Palgrave Handbook of Supply Chain Management, ed. J. Sarkis (Cham: Palgrave Macmillan, 2024), 1487-1505, https://doi.org/10.1007/978-3-031-19884-7_114.

[11]

C. Antônio Rufino Júnior, E. R. Sanseverino, P. Gallo, D. Koch, H. G. Schweiger, and H. Zanin, “Blockchain Review for Battery Supply Chain Monitoring and Battery Trading,” Renewable and Sustainable Energy Reviews 157 (2022): 112078.

[12]

X. Hu, C. Wang, M. K. Lim, et al., “Critical Systemic Risk Sources in Global Lithium-Ion Battery Supply Networks: Static and Dynamic Network Perspectives,” Renewable and Sustainable Energy Reviews 173 (2023): 113083.

[13]

D. Mu, H. Ren, C. Wang, X. Yue, J. Du, and P. Ghadimi, “Structural Characteristics and Disruption Ripple Effect in a Meso-Level Electric Vehicle Lithium-Ion Battery Supply Chain Network,” Resources Policy 80 (2023): 103225.

[14]

C. Thies, K. Kieckhäfer, T. S. Spengler, and M. S. Sodhi, “Assessment of Social Sustainability Hotspots in the Supply Chain of Lithium-Ion Batteries,” Procedia CIRP 80 (2019): 292-297.

[15]

J. T. Marcos, C. Scheller, R. Godina, T. S. Spengler, and H. Carvalho, “Sources of Uncertainty in the Closed-Loop Supply Chain of Lithium-Ion Batteries for Electric Vehicles,” Cleaner Logistics and Supply Chain 1 (2021): 100006.

[16]

M. T. Islam and N. Huda, “Reverse Logistics and Closed-Loop Supply Chain of Waste Electrical and Electronic Equipment (WEEE)/E-Waste: A Comprehensive Literature Review,” Resources, Conservation and Recycling 137 (2018): 48-75.

[17]

D. Pamucar, “Normalized Weighted Geometric Dombi Bonferoni Mean Operator With Interval Grey Numbers: Application in Multicriteria Decision Making,” Reports in Mechanical Engineering 1, no. 1 (2020): 44-52.

[18]

N. Xie and J. Xin, “Interval Grey Numbers Based Multi-Attribute Decision Making Method for Supplier Selection,” Kybernetes 43, no. 7 (2014): 1064-1078.

[19]

Y. Li, G. Zhao, P. Wu, and J. Qiu, “An Integrated Gray DEMATEL and ANP Method for Evaluating the Green Mining Performance of Underground Gold Mines,” Sustainability 14, no. 11 (2022): 6812.

[20]

B. Razavian, M. Fayyaz, P. Ghasemi, S. Ozkul, and E. B. Tirkolaee, “Addressing Barriers to Big Data Implementation in Sustainable Smart Cities: Improved Zero-Sum Grey Game and Grey Best-Worst Method,” Journal of Innovation & Knowledge 9, no. 4 (2024): 100593.

[21]

M. Sadeghi, A. Mahmoudi, X. Deng, and X. Luo, “Prioritizing Requirements for Implementing Blockchain Technology in Construction Supply Chain Based on Circular Economy: Fuzzy Ordinal Priority Approach,” International Journal of Environmental Science and Technology 20, no. 5 (2023): 4991-5012.

[22]

L. Wang, J. Zhang, J. Li, H. Yu, and J. Li, “An ISM-DEMATEL Analysis of Blockchain Adoption Decision in the Circular Supply Chain Finance Context,” Management Decision 62, no 9 (2024): 2814-2835, https://doi.org/10.1108/MD-03-2023-0302.

[23]

M. Alimohammadlou and S. Alinejad, “Challenges of Blockchain Implementation in SMEs' Supply Chains: An Integrated IT2F-BWM and IT2F-DEMATEL Method,” Electronic Commerce Research 3 (2023): 1-43, https://doi.org/10.1007/s10660-023-09696-3.

[24]

K. Govindan and H. Soleimani, “A Review of Reverse Logistics and Closed-Loop Supply Chains: A Journal of Cleaner Production Focus,” Journal of Cleaner Production 142 (2017): 371-384.

[25]

S. Khan, A. Haleem, Z. Husain, D. Samson, and R. D. Pathak, “Barriers to Blockchain Technology Adoption in Supply Chains: The Case of India,” Operations Management Research 16 (2023): 668-683.

[26]

S. Kumar and M. K. Barua, “Exploring the Hyperledger Blockchain Technology Disruption and Barriers of Blockchain Adoption in Petroleum Supply Chain,” Resources Policy 81 (2023): 103366.

[27]

K. Zkik, A. Belhadi, S. A. Rehman Khan, S. S. Kamble, M. Oudani, and F. E. Touriki, “Exploration of Barriers and Enablers of Blockchain Adoption for Sustainable Performance: Implications for E-Enabled Agriculture Supply Chains,” International Journal of Logistics Research and Applications 26, no. 11 (2023): 1498-1535.

[28]

J. Kaur, S. Kumar, B. E. Narkhede, M. Dabi, A. P. S. Rathore, and R. Joshi, “Barriers to Blockchain Adoption for Supply Chain Finance: The Case of Indian SMEs,” Electronic Commerce Research 24, no. 1 (2024): 303-340.

[29]

H. Lau, P. K. C. Shum, D. Nakandala, Y. Fan, and C. Lee, “A Game Theoretic Decision Model for Organic Food Supplier Evaluation in the Global Supply Chains,” Journal of Cleaner Production 242 (2020): 118536.

[30]

N. Pushpamali, D. Agdas, and T. M. Rose, “A Review of Reverse Logistics: An Upstream Construction Supply Chain Perspective,” Sustainability 11 (2019): 4143.

[31]

K. Chatterjee and S. Kar, “Multi-Criteria Analysis of Supply Chain Risk Management Using Interval Valued Fuzzy TOPSIS,” OPSEARCH 53 (2016): 474-499.

[32]

Y. M. Ginting, H. R. Elfindri, and D. Devianto, “Impact of Knowledge Management in Supply Chain of Creative Industry,” International Journal of Supply Chain Management 9, no. 2 (2020): 906-911.

[33]

A. Ja'farnejad Chaqooshi, N. Rajabani, S. Khalili Esbuei, and N. Hakimi, “Identifying and Ranking Appropriate Resilience Supply Chain Strategies, Hybrid Approach of Game Theory and Fuzzy MCDM,” Journal of Industrial Management Perspective 9, no. 2 (2019): 9-31.

[34]

A. Habib and Y. Bao, “Impact of Knowledge Management Capability and Green Supply Chain Management Practices on Firm Performance,” International Journal of Research in Business and Social Science (2147-4478) 8, no. 6 (2019): 240-255.

[35]

T. C. Kassaneh, E. Bolisani, and J.-G. Cegarra-Navarro, “Knowledge Management Practices for Sustainable Supply Chain Management: A Challenge for Business Education,” Sustainability 13, no. 5 (2021): 2956.

[36]

M. Brahami, A. F. Zahra, S. Mohammed, K. Semaoune, and N. Matta, “Forecasting Supply Chain Demand Approach Using Knowledge Management Processes and Supervised Learning Techniques,” International Journal of Information Systems and Supply Chain Management (IJISSCM) 15, no. 1 (2022): 1-21.

[37]

L. da Silva Lima, L. Cocquyt, L. Mancini, E. Cadena, and J. Dewulf, “The Role of Raw Materials to Achieve the Sustainable Development Goals: Tracing the Risks and Positive Contributions of Cobalt Along the Lithium Ion Battery Supply Chain,” Journal of Industrial Ecology 27, no. 3 (2023): 777-794.

[38]

M. Nazam, M. Hashim, S. A. Baig, M. Abrar, and R. Shabbir, “Modeling the Key Barriers of Knowledge Management Adoption in Sustainable Supply Chain,” Journal of Enterprise Information Management 33, no. 5 (2020): 1077-1109.

[39]

J. A. Plaza-Úbeda, E. Abad-Segura, J. De burgos-Jiménez, A. Boteva-Asenova, and L. J. Belmonte-Ureña, “Trends and New Challenges in the Green Supply Chain: The Reverse Logistics,” Sustainability 13, no. 1 (2021): 331.

[40]

A. Mayyas, D. Steward, and M. Mann, “The Case for Recycling: Overview and Challenges in the Material Supply Chain for Automotive Li-Ion Batteries,” Sustainable Materials and Technologies 19 (2019): e00087.

[41]

M. A. Wibowo, Elizar, M. N. Sholeh, and H. S. Adji, “Supply Chain Management Strategy for Recycled Materials to Support Sustainable Construction,” Procedia Engineering 171 (2017): 185-190.

[42]

G. Caldarelli, A. Zardini, and C. Rossignoli, “Blockchain Adoption in the Fashion Sustainable Supply Chain: Pragmatically Addressing Barriers,” Journal of Organizational Change Management 34, no. 2 (2021): 507-524.

[43]

H. Hao, W. Xing, A. Wang, et al., “Multi-Layer Networks Research on Analyzing Supply Risk Transmission of Lithium Industry Chain,” Resources Policy 79 (2022): 102933.

[44]

S. Van den Brink, R. Kleijn, B. Sprecher, and A. Tukker, “Identifying Supply Risks by Mapping the Cobalt Supply Chain,” Resources, Conservation and Recycling 156 (2020): 104743.

[45]

L. Shao and S. Jin, “Resilience Assessment of the Lithium Supply Chain in China Under Impact of New Energy Vehicles and Supply Interruption,” Journal of Cleaner Production 252 (2020): 119624.

[46]

S. Ghanbarzadeh, S. N. Mironov, T. C. Chen, A. F. Alkaim, A. Surendar, and L. Thangavelu, “Determination of Cell Voltage and Current Efficiency in a Chlor-Alkali Membrane Cell Based on Machine Learning Approach,” Petroleum Science and Technology 42, no. 15 (2024): 1898-1910.

[47]

E. Tangestani, S. Ghanbarzadeh, and J. F. Garcia, “Prediction of Catalytic Hydrogen Generation by Water-Gas Shift Reaction Using a Neural Network Approach,” Catalysis Letters 153, no. 3 (2023): 863-875.

[48]

A. Mauger and C. M. Julien, “State-of-the-Art Electrode Materials for Sodium-Ion Batteries,” Materials 13, no. 16 (2020): 3453.

[49]

M. A. Afroozi, M. Gramifar, and B. Hazratifar, “Risk Assessment in Lithium-Ion Battery Circular Economy in Sustainable Supply Chain in Automotive Industry Using Gray Degree of Possibility in Game Theory and MCDM,” Frontiers in Applied Mathematics and Statistics 10 (2024): 1362200.

[50]

R. Bagheri, Z. Borouji, S. B. Razavian, M. M. Keshvari, F. Sharifi, and S. Sharifi, “Implementation of MCDM-Based Integrated Approach to Identifying the Uncertainty Factors on the Constructional Project,” Mathematical Problems in Engineering 2021, no. 1 (2021): 1473917.

[51]

S. Montoya-Bedoya, L. A. Sabogal-Moncada, E. Garcia-Tamayo, and H. V. Martínez-Tejada, “A Circular Economy of Electrochemical Energy Storage Systems: Critical Review of SOH/RUL Estimation Methods for Second-Life Batteries,” Green Energy and Environment 1 (2020): 67-87.

[52]

J. Baars, T. Domenech, R. Bleischwitz, H. E. Melin, and O. Heidrich, “Circular Economy Strategies for Electric Vehicle Batteries Reduce Reliance on Raw Materials,” Nature Sustainability 4, no. 1 (2021): 71-79.

[53]

O. Velázquez-Martínez, J. Valio, A. Santasalo-Aarnio, M. Reuter, and R. Serna-Guerrero, “A Critical Review of Lithium-Ion Battery Recycling Processes From a Circular Economy Perspective,” Batteries 5, no. 4 (2019): 68.

[54]

J. Husmann, A. R. Ali, F. Cerdas, and C. Herrmann, “The Influence of Stakeholder Perspectives on the End-of-Life Allocation in the Life Cycle Assessment of Lithium-Ion Batteries,” Frontiers in Sustainability 4 (2023): 1163207.

[55]

Z. Chen, A. Yildizbasi, Y. Wang, and J. Sarkis, “Safety in Lithium-Ion Battery Circularity Activities: A Framework and Evaluation Methodology,” Resources, Conservation and Recycling 193 (2023): 106962.

[56]

X. Yu, W. Li, V. Gupta, et al., “Current Challenges in Efficient Lithium-Ion Batteries' Recycling: A Perspective,” Global Challenges 6, no. 12 (2022): 2200099.

[57]

P. Ronkko, J. Majava, T. Hyvarinen, I. Oksanen, P. Tervonen, and U. Lassi, “The Circular Economy of Electric Vehicle Batteries: A Finnish Case Study,” Environment Systems and Decisions 44, no. 1 (2024): 100-113.

[58]

E. Gucciardi, M. Galceran, A. Bustinza, E. Bekaert, and M. Casas-Cabanas, “Circular Economy Insights: Sustainable Reuse of Aged Li-Ion LiFePO4 Cathodes Within Na-Ion Cells,” Electrochemical Society Meeting Abstracts 241, no. 5 (July 2022): 595.

[59]

M. A. Rajaeifar, P. Ghadimi, M. Raugei, Y. Wu, and O. Heidrich, “Challenges and Recent Developments in Supply and Value Chains of Electric Vehicle Batteries: A Sustainability Perspective,” Resources, Conservation and Recycling 180 (2022): 106144.

[60]

G. A. Heath, D. Ravikumar, B. Hansen, and E. Kupets, “A Critical Review of the Circular Economy for Lithium-Ion Batteries and Photovoltaic Modules-Status, Challenges, and Opportunities,” Journal of the Air & Waste Management Association (1995) 72, no. 6 (2022): 478-539.

[61]

B. M. Sopha, D. M. Purnamasari, and S. Ma'mun, “Barriers and Enablers of Circular Economy Implementation for Electric-Vehicle Batteries: From Systematic Literature Review to Conceptual Framework,” Sustainability 14, no. 10 (2022): 6359.

[62]

Y. Huang and J. Li, “Key Challenges for Grid-Scale Lithium-Ion Battery Energy Storage,” Advanced Energy Materials 12, no. 48 (2022): 2202197.

[63]

M. T. Islam and U. Iyer-Raniga, “Lithium-Ion Battery Recycling in the Circular Economy: A Review,” Recycling 7, no. 3 (2022): 33.

[64]

A. Yıldızbaşı, C. Öztürk, İ. Yılmaz, and Y. Arıöz, “Key Challenges of Lithium-Ion Battery Recycling Process in Circular Economy Environment: Pythagorean Fuzzy AHP Approach,” in International Conference on Intelligent and Fuzzy Systems (Cham: Springer International Publishing, August 2021), 561-568.

[65]

N. M. Kumar and S. S. Chopra, “Leveraging Blockchain and Smart Contract Technologies to Overcome Circular Economy Implementation Challenges,” Sustainability 14, no. 15 (2022): 9492.

[66]

S. Lahane and R. Kant, “Evaluating the Circular Supply Chain Implementation Barriers Using Pythagorean Fuzzy AHP-DEMATEL Approach,” Cleaner Logistics and Supply Chain 2 (2021): 100014.

[67]

A. H. Azadnia, G. Onofrei, and P. Ghadimi, “Electric Vehicles Lithium-Ion Batteries Reverse Logistics Implementation Barriers Analysis: A TISM-MICMAC Approach,” Resources, Conservation and Recycling 174 (2021): 105751.

[68]

D. Calisaya-Azpilcueta, S. Herrera-Leon, F. A. Lucay, and L. A. Cisternas, “Assessment of the Supply Chain Under Uncertainty: The Case of Lithium,” Minerals 10, no. 7 (2020): 604.

[69]

K. Richa, C. W. Babbitt, and G. Gaustad, “Eco-Efficiency Analysis of a Lithium-Ion Battery Waste Hierarchy Inspired by Circular Economy,” Journal of Industrial Ecology 21 (2017): 715-730, https://doi.org/10.1111/jiec.12607.

[70]

H. Winkler, “Closed-Loop Production Systems—A Sustainable Supply Chain Approach,” Cirp Journal of Manufacturing Science and Technology 4 (2011): 243-246.

[71]

H. Yi-Mim and L. Ju, “Key Challenges for Grid-Scale Lithium-Ion Battery Energy Storage,” Advanced Energy Materials 12, no. 48 (2022): 2202197.

[72]

S. Nandi, J. Sarkis, A. A. Hervani, and M. M. Helms, “Redesigning Supply Chains Using Blockchain-Enabled Circular Economy and COVID-19 Experiences,” Sustainable Production and Consumption 27 (2020): 10-22.

[73]

T. C. Edwin Cheng, S. S. Kamble, A. Belhadi, N. O. Ndubisi, K. Lai, and M. G. Kharat, “Linkages Between Big Data Analytics, Circular Economy, Sustainable Supply Chain Flexibility, and Sustainable Performance in Manufacturing Firms,” International Journal of Production Research 60 (2021): 6908-6922.

[74]

P. Mhatre, R. Panchal, A. Singh, and S. Bibyan, “A Systematic Literature Review on the Circular Economy Initiatives in the European Union,” Sustainable Production and Consumption 26 (2021): 187-202.

[75]

M. A. Afroozi, M. Gramifar, B. Hazratifar, et al., “Risk Assessment in Lithium-Ion Battery Circular Economy in Sustainable Supply Chain in Automotive Industry Using Gray Degree of Possibility in Game Theory and MCDM,” Frontiers in Applied Mathematics and Statistics 10 (2024): 1362200.

[76]

Y. Li, X. Lin, and J. Liu, “An Improved Gray Wolf Optimization Algorithm to Solve Engineering Problems,” Sustainability 13, no. 6 (2021): 3208.

[77]

A. Azar and D. Andalib Ardakani, “Application of Gray-Based DEMATEL Technique in Designing of the Aggregate Green Supply Chain Management's Model,” Uncertain Supply Chain Management 2, no. 3 (2014): 199-208.

[78]

M. S. Mubarik, S. H. A. Kazmi, and S. I. Zaman, “Application of Gray DEMATEL-ANP in Green-Strategic Sourcing,” Technology in Society 64 (2021): 101524.

[79]

M. Bouzon, K. Govindan, and C. M. T. Rodriguez, “Evaluating Barriers for Reverse Logistics Implementation Under a Multiple Stakeholders Perspective Analysis Using Grey Decision Making Approach,” Resources, Conservation and Recycling 128 (2018): 315-335.

[80]

L. Cui, H. K. Chan, Y. Zhou, J. Dai, and J. J. Lim, “Exploring Critical Factors of Green Business Failure Based on Grey-Decision Making Trial and Evaluation Laboratory (DEMATEL),” Journal of Business Research 98 (2019): 450-461.

[81]

H. Liu, H. Long, and X. Li, “Identification of Critical Factors in Construction and Demolition Waste Recycling by the Grey-DEMATEL Approach: A Chinese Perspective,” Environmental Science and Pollution Research 27 (2020): 8507-8525.

[82]

S. Kumar, R. D. Raut, K. Nayal, S. Kraus, V. S. Yadav, and B. E. Narkhede, “To Identify Industry 4.0 and Circular Economy Adoption Barriers in the Agriculture Supply Chain by Using ISM-ANP,” Journal of Cleaner Production 293 (2021): 126023.

[83]

K. Govindan, “Tunneling the Barriers of Blockchain Technology in Remanufacturing for Achieving Sustainable Development Goals: A Circular Manufacturing Perspective,” Business Strategy and the Environment 31, no. 8 (2022): 3769-3785.

[84]

N. Ada, Y. Kazancoglu, M. D. Sezer, C. Ede-Senturk, I. Ozer, and M. Ram, “Analyzing Barriers of Circular Food Supply Chains and Proposing Industry 4.0 Solutions,” Sustainability 13, no. 12 (2021): 6812.

[85]

C. Shang, P. Saeidi, and C. F. Goh, “Evaluation of Circular Supply Chains Barriers in the Era of Industry 4.0 Transition Using an Extended Decision-Making Approach,” Journal of Enterprise Information Management 35, no. 4/5 (2022): 1100-1128.

[86]

S. K. Mangla, S. Luthra, N. Mishra, et al., “Barriers to Effective Circular Supply Chain Management in a Developing Country Context,” Production Planning & Control 29, no. 6 (2018): 551-569.

[87]

M. H. A. Nasir, A. Genovese, A. A. Acquaye, S. C. L. Koh, and F. Yamoah, “Comparing Linear and Circular Supply Chains: A Case Study From the Construction Industry,” International Journal of Production Economics 183 (2017): 443-457.

[88]

A. Genovese, A. Acquaye, A. Figueroa, and S. Koh, “Sustainable Supply Chain Management and the Transition Towards a Circular Economy: Evidence and Some Applications,” Omega - International Journal of Management Science 66 (2017): 344-357.

[89]

T. D. Mastos, A. Nizamis, S. Terzi, et al., “Introducing an Application of an Industry 4.0 Solution for Circular Supply Chain Management,” Journal of Cleaner Production 300 (2021): 126886.

[90]

S. Dave and N. Shaikh, “Technological Innovations in Supply Chain Management Towards a Circular Economy in the Healthcare Sector of the UAE,” in Handbook of Research on Green, Circular, and Digital Economies as Tools for Recovery and Sustainability (2022).

[91]

F. Jia, S. Yin, L. Chen, and X. Chen, “The Circular Economy in the Textile and Apparel Industry: A Systematic Literature Review,” Journal of Cleaner Production 259 (2020): 120728.

[92]

A. C. Benabdellah, K. Zekhnini, A. Cherrafi, J. A. Garza-Reyes, A. Kumar, and J. El Baz, “Blockchain Technology for Viable Circular Digital Supplychains: An Integrated Approach for Evaluating the Implementation Barriers,” Benchmarking: An International Journal 30, no. 10 (2023): 4397-4424.

[93]

V. V. Gedam, R. D. Raut, A. B. Lopes de Sousa Jabbour, A. N. Tanksale, and B. E. Narkhede, “Circular Economy Practices in a Developing Economy: Barriers to Be Defeated,” Journal of Cleaner Production 311 (2021): 127670.

[94]

M. Borrello, A. Lombardi, S. Pascucci, and L. Cembalo, “The Seven Challenges for Transitioning Into a Bio-Based Circular Economy in the Agri-Food Sector,” Recent Patents on Food, Nutrition & Agriculture 8, no. 1 (2016): 39-47.

[95]

C. Bai, H. B. Ahmadi, M. A. Moktadir, S. Kusi-Sarpong, and J. J. H. Liou, “Analyzing the Interactions Among the Challenges to Circular Economy Practices,” IEEE Access 9 (2021): 63199-63212.

[96]

T. B. Christensen, “Towards a Circular Economy in Cities: Exploring Local Modes of Governance in the Transition Towards a Circular Economy in Construction and Textile Recycling,” Journal of Cleaner Production 305 (2021): 127058.

[97]

J. Roy, S. Rarotra, V. Krikstolaityte, et al., “Green Recycling Methods to Treat Lithium-Ion Batteries E-Waste: A Circular Approach to Sustainability,” Advanced Materials 34 (2021): 2103346.

[98]

I. Rey, C. Vallejo, G. Santiago, M. Iturrondobeitia, and E. Lizundia, “Environmental Impacts of Graphite Recycling From Spent Lithium-Ion Batteries Based on Life Cycle Assessment,” ACS Sustainable Chemistry & Engineering 9, no. 43 (2021): 14488-14501.

[99]

A. Cordisco, R. Melloni, and L. Botti, “Sustainable Circular Economy for the Integration of Disadvantaged People: A Preliminary Study on the Reuse of Lithium-Ion Batteries,” Sustainability 14 (2022): 8158.

[100]

M. Mohammadzadeh, A. Anisi, and M. Sheikholeslami, “Multi-Objective Optimization and Thermodynamic Assessment of a Solar Unit With a Novel Tube Shape Equipped With a Helical Tape,” Applied Thermal Engineering 254 (2024): 123851.

[101]

A. Anisi, G. E. Okudan Kremer, and S. Olafsson, “Insights From Dynamic Pricing Scenarios for Multiple-Generation Product Lines With an Agent-Based Model Using Text Mining and Sentiment Analysis,” International Journal of Advances in Production Research 1, no. 1 (2024): 24-45.

[102]

A. Karkehabadi, M. Bakhshi, and S. B. Razavian, “Optimizing Underwater IoT Routing With Multi-Criteria Decision Making and Uncertainty Weights,” in 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), Bangalore, India (2024), 1-7, https://doi.org/10.1109/InC460750.2024.10649101.

[103]

K. M. Winslow, S. J. Laux, and T. G. Townsend, “A Review on the Growing Concern and Potential Management Strategies of Waste Lithium-Ion Batteries,” Resources, Conservation And Recycling 129 (2018): 263-277.

RIGHTS & PERMISSIONS

2025 The Author(s). Battery Energy published by Xijing University and John Wiley & Sons Australia, Ltd.

AI Summary AI Mindmap
PDF

177

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/