A control algorithm for a non-stationary batch service production system using Kalman filter

作者：

Highlights：

• In this paper, a lot sizing problem considering the non-stationary nature of order arrivals within a fully automated manufacturing system is considered.

• A new control algorithm in the shared domain of CT and OR is presented for the fully automated batch service production system.

• The results show that the Kalman Filter based model outperforms its counterparts i.e., the Exponential Filter based model and its Fuzzified version.

摘要

•In this paper, a lot sizing problem considering the non-stationary nature of order arrivals within a fully automated manufacturing system is considered.•A new control algorithm in the shared domain of CT and OR is presented for the fully automated batch service production system.•The results show that the Kalman Filter based model outperforms its counterparts i.e., the Exponential Filter based model and its Fuzzified version.

论文关键词：Production planning and control,Batch service system,Lot-sizing,Non-stationary order arrivals,Intelligent control,Kalman filter

论文评审过程：Received 29 June 2021, Revised 27 May 2022, Accepted 16 June 2022, Available online 21 June 2022, Version of Record 7 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117916