Optimisation method of product family supplier selection based on data mining under carbon neutral policy

References

• Ali, S. I., A. Ali, M. Alkilabi, and M. Christie. 2021. “Optimal Supply Chain Design with Product Family: A Cloud-Based Framework with Real-Time Data Consideration.” Computers & Operations Research 126:105112. https://doi.org/10.1016/j.cor.2020.105112.
   Web of Science ®Google Scholar
• Bag, S., M. S. Rahman, S. Ghai, S. K. Srivastava, R. K. Singh, and R. Mishra. 2024. “Unveiling the Impact of Carbon-Neutral Policies on Vital Resources in Industry 4.0 Driven Smart Manufacturing: A Data-Driven Investigation.” Computers & Industrial Engineering 187:109798. https://doi.org/10.1016/j.cie.2023.109798.
   Web of Science ®Google Scholar
• Baud-Lavigne, B., B. Agard, and B. Penz. 2016. “Simultaneous Product Family and Supply Chain Design: An Optimization Approach.” International Journal of Production Economics 174:111–118. https://doi.org/10.1016/j.ijpe.2016.01.015.
   Web of Science ®Google Scholar
• Cao, Y., X. G. Luo, C. K. Kwong, J. F. F. Tang, and W. Zhou. 2012. “Joint Optimization of Product Family Design and Supplier Selection Under Multinomial Logit Consumer Choice Rule.” Concurrent Engineering-Research and Applications 20 (4): 335–347. https://doi.org/10.1177/1063293x12468456.
   Web of Science ®Google Scholar
• Chen, K. B. 2012. “Procurement Strategies and Coordination Mechanism of the Supply Chain with One Manufacturer and Multiple Suppliers.” International Journal of Production Economics 138 (1): 125–135. https://doi.org/10.1016/j.ijpe.2012.03.009.
   Web of Science ®Google Scholar
• Chen, Y. J., Y. M. Chen, and H. C. Chu. 2009. “Development of a Mechanism for Ontology-Based Product Lifecycle Knowledge Integration.” Expert Systems with Applications 36 (2): 2759–2779. https://doi.org/10.1016/j.eswa.2008.01.049.
   Web of Science ®Google Scholar
• Chen, L., G. Msigwa, M. Yang, A. I. Osman, S. Fawzy, D. W. Rooney, and P.-S. Yap. 2022. “Strategies to Achieve a Carbon Neutral Society: A Review.” Environmental Chemistry Letters 20 (4): 2277–2310.
   PubMed Web of Science ®Google Scholar
• Chen, Y. H., C. Wang, P. Y. Nie, and Z. R. Chen. 2020. “A Clean Innovation Comparison Between Carbon Tax and Cap-and-Trade System.” Energy Strategy Reviews 29:6. https://doi.org/10.1016/j.esr.2020.100483.
   Web of Science ®Google Scholar
• Gao, G. K., S. Chen, and J. M. Yang. 2015. “Carbon Emission Allocation Standards in China: A Case Study of Shanghai City.” Energy Strategy Reviews 7:55–62. https://doi.org/10.1016/j.esr.2015.04.002.
   Web of Science ®Google Scholar
• Gui, F. Z., S. D. Ren, Y. W. Zhao, J. Q. Zhou, Z. W. Xie, C. Xu, and F. Zhu. 2019. “Activity-Based Allocation and Optimization for Carbon Footprint and Cost in Product Lifecycle.” Journal of Cleaner Production 236:13. https://doi.org/10.1016/j.jclepro.2019.117627.
   Web of Science ®Google Scholar
• Harland, P. E., Z. Uddin, and S. Laudien. 2020. “Product Platforms as a Lever of Competitive Advantage on a Company-Wide Level: A Resource Management Perspective.” Review of Managerial Science 14 (1): 137–158. https://doi.org/10.1007/s11846-018-0289-9.
   Web of Science ®Google Scholar
• He, C., Z. Li, D. Liu, G. Zou, and S. Wang. 2023. “Improving the Functional Performances for Product Family by Mining Online Reviews.” Journal of Intelligent Manufacturing 34 (6): 2809–2824. https://doi.org/10.1007/s10845-022-01961-w.
   Web of Science ®Google Scholar
• He, C., Z. K. Li, S. Wang, and D. Z. Liu. 2021. “A Systematic Data-Mining-Based Methodology for Product Family Design and Product Configuration.” Advanced Engineering Informatics 48:15. https://doi.org/10.1016/j.aei.2021.101302.
   Web of Science ®Google Scholar
• He, B., J. Wang, S. Huang, and Y. Wang. 2015. “Low-Carbon Product Design for Product Life Cycle.” Journal of Engineering Design 26 (10-12): 321–339. https://doi.org/10.1080/09544828.2015.1053437.
   Web of Science ®Google Scholar
• Hepburn, C., E. Adlen, J. Beddington, E. A. Carter, S. Fuss, N. Mac Dowell, J. C. Minx, P. Smith, and C. K. Williams. 2019. “The Technological and Economic Prospects for CO2 Utilization and Removal.” Nature 575 (7781): 87–97. https://doi.org/10.1038/s41586-019-1681-6.
   PubMed Web of Science ®Google Scholar
• Hornibrook, S., C. May, and A. Fearne. 2015. “Sustainable Development and the Consumer: Exploring the Role of Carbon Labelling in Retail Supply Chains.” Business Strategy and the Environment 24 (4): 266–276. https://doi.org/10.1002/bse.1823.
   Web of Science ®Google Scholar
• Kilian, B., J. Hettinga, G. A. Jimenez, S. Molina, and A. White. 2012. “Case Study on dOle's Carbon-Neutral Fruits.” Journal of Business Research 65 (12): 1800–1810. https://doi.org/10.1016/j.jbusres.2011.10.040.
   Web of Science ®Google Scholar
• Lee, J., K. Jung, B. H. Kim, Y. Peng, and H. Cho. 2015. “Semantic Web-Based Supplier Discovery System for Building a Long-Term Supply Chain.” International Journal of Computer Integrated Manufacturing 28 (2): 155–169. https://doi.org/10.1080/0951192x.2013.874594.
   Web of Science ®Google Scholar
• Li, Y., J. Li, M. Sun, Y. Guo, F. Cheng, and C. Gao. 2024b. “Analysis of Carbon Neutrality Technology Path Selection in the Steel Industry Under Policy Incentives.” Energy 292:130550. https://doi.org/10.1016/j.energy.2024.130550.
   Web of Science ®Google Scholar
• Li, X. Y., Y. Peng, and J. Zhang. 2017. “A Mathematical/Physics Carbon Emission Reduction Strategy for Building Supply Chain Network Based on Carbon Tax Policy.” Open Physics 15 (1): 97–107. https://doi.org/10.1515/phys-2017-0011.
   Web of Science ®Google Scholar
• Li, W., X. Song, K. Gong, and B. Sun. 2024a. “A Product Family-Based Supply Chain Hypernetwork Resilience Optimization Strategy.” Computers & Industrial Engineering 187:109781. https://doi.org/10.1016/j.cie.2023.109781.
   Web of Science ®Google Scholar
• Li, X. H., D. Yang, and M. Q. Hu. 2018. “A Scenario-Based Stochastic Programming Approach for the Product Configuration Problem Under Uncertainties and Carbon Emission Regulations.” Transportation Research Part E-Logistics and Transportation Review 115:126–146. https://doi.org/10.1016/j.tre.2018.04.013.
   Web of Science ®Google Scholar
• Liu, X. J., G. Du, R. J. Jiao, and Y. Xia. 2018. “Co-Evolution of Product Family Configuration and Supplier Selection: A Game-Theoretic Bilevel Optimisation Approach.” Journal of Engineering Design 29 (4-5): 201–234. https://doi.org/10.1080/09544828.2018.1461814.
   Web of Science ®Google Scholar
• Liu, Z., B. Hu, B. T. Huang, L. L. Lang, H. X. Guo, and Y. J. Zhao. 2020. “Decision Optimization of Low-Carbon Dual-Channel Supply Chain of Auto Parts Based on Smart City Architecture.” Complexity 2020:14. https://doi.org/10.1155/2020/2145951.
   Web of Science ®Google Scholar
• Liu, D. Z., and Z. K. Li. 2021. “Joint Decision-Making of Product Family Configuration and Order Allocation by Coordinating Suppliers Under Disruption Risks.” Journal of Engineering Design 32 (5): 213–246. https://doi.org/10.1080/09544828.2021.1877262.
   Web of Science ®Google Scholar
• Liu, D. Z., Z. K. Li, C. He, and S. Wang. 2022. “Risk-Averse Co-Decision for Lower-Carbon Product Family Configuration and Resilient Supplier Selection.” Sustainability 14 (1): 384. https://doi.org/10.3390/su14010384.
   Web of Science ®Google Scholar
• Luo, X. G., C. K. Kwong, J. F. Tang, S. F. Deng, and J. Gong. 2011. “Integrating Supplier Selection in Optimal Product Family Design.” International Journal of Production Research 49 (14): 4195–4222. https://doi.org/10.1080/00207543.2010.544337.
   Web of Science ®Google Scholar
• Meyer, M. H., Utterback, and M. James. 1993. “The Product Family and the Dynamics of Core Capability.” Mit Sloan Management Review 34:29–47. https://doi.org/10.1016/1062-9769(93)90031-E.
   Google Scholar
• Mezghani, Y., S. E. Hashemi-Petroodi, S. Thevenin, and A. Dolgui. 2024. “Robust Design and Reconfiguration Planning of Mixed-Model Assembly Lines Under Uncertain Evolutions of Product Family.” International Journal of Production Research 62 (13): 4957–4979. https://doi.org/10.1080/00207543.2024.2343391.
   Web of Science ®Google Scholar
• Pakseresht, M., B. Shirazi, I. Mahdavi, and N. Mahdavi-Amiri. 2020. “Toward Sustainable Optimization with Stackelberg Game Between Green Product Family and Downstream Supply Chain.” Sustainable Production and Consumption 23:198–211. https://doi.org/10.1016/j.spc.2020.04.009.
   Web of Science ®Google Scholar
• Palak, G., S. D. Eksioglu, and J. Geunes. 2014. “Analyzing the Impacts of Carbon Regulatory Mechanisms on Supplier and Mode Selection Decisions: An Application to a Biofuel Supply Chain.” International Journal of Production Economics 154:198–216. https://doi.org/10.1016/j.ijpe.2014.04.019.
   Web of Science ®Google Scholar
• Patil, A., V. Shardeo, A. Dwivedi, M. A. Moktadir, and S. Bag. 2024. “Examining the Interactions Among Smart Supply Chains and Carbon Reduction Strategies: To Attain Carbon Neutrality.” Business Strategy and the Environment 33 (2): 1227–1246. https://doi.org/10.1002/bse.3547.
   Web of Science ®Google Scholar
• Peng, J., W. Q. Li, Y. Li, Y. M. Xie, and Z. L. Xu. 2019. “Innovative Product Design Method for Low-Carbon Footprint Based on Multi-Layer Carbon Footprint Information.” Journal of Cleaner Production 228:729–745. https://doi.org/10.1016/j.jclepro.2019.04.255.
   Web of Science ®Google Scholar
• Schoedel, A., Z. Ji, and O. M. Yaghi. 2016. “The Role of Metal-Organic Frameworks in a Carbon-Neutral Energy Cycle.” Nature Energy 1 (4): 1–13. https://doi.org/10.1038/nenergy.2016.34.
   Google Scholar
• Su, L. Y., and B. Xiao. 2015. “Models of the Transportation Problem Under Carbon Emissions Policiesed.” International conference on management science and management innovation (MSMI). Guilin, Peoples R China: Atlantis Press, 559–564.
   Google Scholar
• Tenneti, B., V. Allada, and Asme. 2005. “Robust Supplier Selection for Changing Product Architecturesed.” ASME international mechanical engineering congress and exposition. Orlando, FL, 345–354.
   Google Scholar
• Wang, Q., P. P. Qi, and S. P. Li. 2021. “A Concurrence Optimization Model for Low-Carbon Product Family Design and the Procurement Plan of Components Under Uncertainty.” Sustainability 13:19. https://doi.org/10.3390/su131910764.
   Web of Science ®Google Scholar
• Wang, Q., D. B. Tang, L. L. Yin, I. Ullah, M. A. Salido, and A. Giret. 2018. “An Optimization Method for Coordinating Supplier Selection and Low-Carbon Design of Product Family.” International Journal of Precision Engineering and Manufacturing 19 (11): 1715–1726. https://doi.org/10.1007/s12541-018-0199-4.
   Web of Science ®Google Scholar
• Wu, Z. Q., C. K. Kwong, R. Aydin, and J. F. Tang. 2017. “A Cooperative Negotiation Embedded Nsga-ii for Solving an Integrated Product Family and Supply Chain Design Problem with Remanufacturing Consideration.” Applied Soft Computing 57:19–34. https://doi.org/10.1016/j.asoc.2017.03.021.
   Web of Science ®Google Scholar
• Xu, X. Y., X. P. Xu, and P. He. 2016. “Joint Production and Pricing Decisions for Multiple Products with Cap-and-Trade and Carbon Tax Regulations.” Journal of Cleaner Production 112:4093–4106. https://doi.org/10.1016/j.jclepro.2015.08.081.
   Web of Science ®Google Scholar
• Yang, D., J. Li, B. Wang, and Y. J. Jia. 2020. “Module-Based Product Configuration Decisions Considering Both Economical and Carbon Emission -Related Environmental Factors.” Sustainability 12 (3): 13. https://doi.org/10.3390/su12031145.
   Web of Science ®Google Scholar
• Yu, H. C., and B. Y. Tsai. 2018. “Environmental Policy and Sustainable Development: An Empirical Study on Carbon Reduction Among Chinese Enterprises.” Corporate Social Responsibility and Environmental Management 25 (5): 1019–1026. https://doi.org/10.1002/csr.1499.
   Web of Science ®Google Scholar
• Zhao, R., Y. Y. Liu, N. Zhang, and T. Huang. 2017. “An Optimization Model for Green Supply Chain Management by Using a Big Data Analytic Approach.” Journal of Cleaner Production 142:1085–1097. https://doi.org/10.1016/j.jclepro.2016.03.006.
   Web of Science ®Google Scholar
• Zheng, H., S. Yang, S. H. Lou, Y. C. Gao, and Y. X. Feng. 2021. “Knowledge-Based Integrated Product Design Framework Towards Sustainable Low-Carbon Manufacturing.” Advanced Engineering Informatics 48:13. https://doi.org/10.1016/j.aei.2021.101258.
   Web of Science ®Google Scholar