Developing an Optimization Model for a Green Dual-Channel Closed-Loop Supply Chain Network
學年 113
學期 1
發表日期 2024-11-02
作品名稱 Developing an Optimization Model for a Green Dual-Channel Closed-Loop Supply Chain Network
作品名稱（其他語言）
著者 Hoa V. T. Pham, Anh H. G. Nguyen
作品所屬單位
出版者
會議名稱 EAI ICRESM 2024 - EAI International Conference on Renewable Energy and Sustainable Manufacturing
會議地點 Ho Chi Minh City, Vietnam
摘要 In response to the growing adoption of circular economy (CE) principles and heightened environmental concerns, businesses are increasingly integrating green practices into supply chain management to achieve both economic and environmental benefits. Despite this shift, a significant research gap remains in the optimization of green dual-channel closed-loop supply chain (G-DCCLSC) networks, especially when considering multi-product, multi-period scenarios with uncertain demand. This study addresses this gap by formulating a multi-objective optimization model aimed at reducing total costs and environmental impacts, specifically CO2 and particulate matter (PM) emissions. The research employs a multi-objective mixed integer linear programming (MO-MILP) model in conjunction with the non-dominated sorting genetic algorithm II (NSGA-II) to meet these dual objectives. Results indicate that the proposed model significantly enhances the balance between economic and environmental objectives compared to existing models that typically focus on single-product, single-period scenarios. The solutions derived offer a range of Pareto-optimal choices, effectively illustrating the trade-offs between costs and emissions. The study underscores the necessity of incorporating both forward and reverse logistics in supply chain design to achieve true sustainability. Through a comprehensive case study of an electrics business in Vietnam, the practical applicability of the model is demonstrated, providing robust insights for optimizing G-DCCLSC networks under realistic conditions. This study adds to the subject of sustainable supply chain management by offering an improved optimization framework that incorporates economic and environmental objectives.
關鍵字 Environmental Economics; Green Criminology; Green Diesel; Resource and Environmental Economics; Supply Chain Management; Environmental and Sustainability Education; Sustainable Practices in Supply Chain Management
語言 en
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20241102~20241103
通訊作者 Anh H. G. Nguyen
國別 VNM
公開徵稿
出版型式
出處
SDGS 尊嚴就業與經濟發展,產業創新與基礎設施,負責任的消費與生產,氣候行動