Research on the sustainable production inventory model based on data-driven and progressive carbon tax policy
學年 114
學期 1
發表日期 2026-01-21
作品名稱 Research on the sustainable production inventory model based on data-driven and progressive carbon tax policy
作品名稱（其他語言）
著者 Ruey-Chyn Tsaur; Ya-Hsuan Wang; Nei-Chih Lin; Chi-Jie Lu; Yin-Yin Huang; Chih-Te Yang
作品所屬單位
出版者
會議名稱 31th International Symposium on Artificial Life and Robotics, 11th International Symposium on BioComplexity
會議地點 Beppu, Japan
摘要 The increasing pressure of climate change and digital transformation has intensified the need for sustainable and data-driven production–inventory management in supply chains. This study develops a data-driven sustainable production-inventory model for a two-echelon supply chain that integrates demand forecasting, low-carbon material selection, carbon-reduction investment, and progressive carbon tax policies. A two-stage decision framework is adopted: in the first stage, market demand is estimated using time-series forecasting methods based on historical data; in the second stage, an integrated production-inventory optimization model is solved to determine optimal procurement, production, shipment, replenishment, and carbon-reduction investment decisions under a progressive carbon tax scheme. Numerical experiments demonstrate that incorporating demand forecasting improves decision accuracy and overall profitability, while progressive carbon taxes effectively incentivize emission reduction through operational and technological adjustments. Sensitivity analysis on the proportion of low-carbon raw materials reveals a clear trade-off between emission reduction and total integrated profit, indicating that moderate adoption levels can achieve a better balance between economic performance and environmental sustainability. The proposed model provides practical managerial insights for aligning supply-chain operations with carbon reduction policies and long-term sustainability objectives.
關鍵字 Inventory; sustainable supply chain; inventory management; data-driven; progressive carbon tax policy
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 20260121~20260123
通訊作者 Chih-Te Yang
國別 JPN
公開徵稿
出版型式
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相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/129722 )