TY - JOUR
T1 - Sustainability-integrated value stream mapping with process mining
AU - Horsthofer-Rauch, Julia
AU - Guesken, Sarah Ranjana
AU - Weich, Jonas
AU - Rauch, Alexander
AU - Bittner, Maik
AU - Schulz, Julia
AU - Zaeh, Michael F.
N1 - Publisher Copyright:
© 2024 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
PY - 2024
Y1 - 2024
N2 - Value stream mapping is a well-established tool for analyzing and optimizing value streams in production. In its conventional form, it requires a high level of manual effort and is often inefficient in volatile and high-variance environments. The idea of digitizing value stream mapping to increase efficiency has thus been put forward. A common means suggested for digitization is Process Mining, a field related to Data Science and Process Management. Furthermore, adding sustainability aspects to value stream mapping has also been subject to research. Regarding the ongoing climate crisis and companies’ endeavors to improve overall sustainability, integrating sustainability into value stream mapping must be deemed equally relevant. This research paper provides an overview of the state of the art of Process Mining-based and sustainability-integrated value stream mapping, proposes a framework for a combined approach, and presents technical details for the implementation of such an approach, including a validation from practice.
AB - Value stream mapping is a well-established tool for analyzing and optimizing value streams in production. In its conventional form, it requires a high level of manual effort and is often inefficient in volatile and high-variance environments. The idea of digitizing value stream mapping to increase efficiency has thus been put forward. A common means suggested for digitization is Process Mining, a field related to Data Science and Process Management. Furthermore, adding sustainability aspects to value stream mapping has also been subject to research. Regarding the ongoing climate crisis and companies’ endeavors to improve overall sustainability, integrating sustainability into value stream mapping must be deemed equally relevant. This research paper provides an overview of the state of the art of Process Mining-based and sustainability-integrated value stream mapping, proposes a framework for a combined approach, and presents technical details for the implementation of such an approach, including a validation from practice.
KW - Process mining
KW - manufacturing
KW - sustainability
KW - value stream mapping
UR - http://www.scopus.com/inward/record.url?scp=85189068110&partnerID=8YFLogxK
U2 - 10.1080/21693277.2024.2334294
DO - 10.1080/21693277.2024.2334294
M3 - Article
AN - SCOPUS:85189068110
SN - 2169-3277
VL - 12
JO - Production and Manufacturing Research
JF - Production and Manufacturing Research
IS - 1
M1 - 2334294
ER -