Why and How <i>Seru</i> Production Systems Are Responsive and Efficient in Volatile Markets
Dongni Li, Kathryn E. Stecke, Yong Yin, Kan Fang, Hongbo Jin, Ikou Kaku
Production and Operations Management
- 주제용량 계획 및 투자 · 생산·최적화
- 방법
- 현상
Seru production systems have demonstrated excellent rapid response capabilities in both stable and uncertain environments. This study reveals that when compared to the Toyota Production System, the seru production method improves rapid response capabilities by 20% and 50% in stable and uncertain environments, respectively. The underlying reasons for this improvement were unclear, so this became a focus of this paper. Static and dynamic Just-In-Time Organization Systems are used to investigate both the flexibility and efficiency of seru production systems under stable and uncertain conditions. Findings show that the rapid response capability of a seru system is driven by the substitution effect of parallel serus . Efficiency is relatively easy to achieve in stable environments but is more challenging in unstable conditions. Therefore, this study explored methods to achieve high efficiency in seru systems under uncertain environments. A stochastic gradient algorithm and a dynamic allocation algorithm are proposed. Experimental results demonstrate that the proposed methods outperform traditional newsvendor models and can achieve near-optimal performance.
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- 저널Production and Operations Management · 35(2) · 685–703
- 토픽Food Supply Chain Traceability · Food Science
- DOI10.1177/10591478251352632
- 저자Dongni Li, Kathryn E. Stecke, Yong Yin, Kan Fang, Hongbo Jin, Ikou Kaku