Enabling value stream mapping for internal logistics using multidimensional process mining

作者：

Highlights：

• This approach utilises multidimensional process mining for internal logistics.

• The event data is used for automatically mapping physical logistics activities.

• We provide a discovery, performance and conformance analysis for each process cube.

• The analysis results can be used to continuously quantify different types of waste.

• A case study in the automotive industry evaluates the benefits of the approach.

摘要

•This approach utilises multidimensional process mining for internal logistics.•The event data is used for automatically mapping physical logistics activities.•We provide a discovery, performance and conformance analysis for each process cube.•The analysis results can be used to continuously quantify different types of waste.•A case study in the automotive industry evaluates the benefits of the approach.

论文关键词：Process mining,Process cube,Value stream mapping,Waste analysis,Mixed-model assembly line,Internal logistics

论文评审过程：Received 4 June 2018, Revised 22 August 2018, Accepted 6 January 2019, Available online 7 January 2019, Version of Record 25 January 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.01.026