Workload and Delay Analysis in Manufacturing Process Using Process Mining

Autor:	Minseok Song, SookYoung Son, Minjeong Park, Seung Jin Ha, Tae Hyun Baek, Sung Woo Cho
Rok vydání:	2015
Předmět:	Business process discovery Engineering Computer-integrated manufacturing business.industry Manufacturing Systems engineering Process mining Workload Work in process business Industrial engineering Conformance checking Manufacturing execution system
Zdroj:	Lecture Notes in Business Information Processing ISBN: 9783319195087 AP-BPM
Popis:	Process analysis is one of the important topics in manufacturing industry. Recently process mining has been applied to analyze manufacturing processes. In this paper we investigate the characteristics of event logs in make-to-order production and propose a method to analyze manufacturing processes in make-to-order production such as construction, shipbuilding and aviation by utilizing and extending existing process mining techniques. Among three major analysis perspectives in process mining such as process discovery, performance analysis, and conformance checking, this paper focuses on the performance analysis including workload analysis and delay analysis. To validate the proposed method, a case study with real data is conducted.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::ab4caa9059dd712ca1d7929d7403bd71 https://doi.org/10.1007/978-3-319-19509-4_11 Zobrazit plný text záznamu