Sustainability-integrated value stream mapping with process mining
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 e...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2024-12-01
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| Series: | Production and Manufacturing Research: An Open Access Journal |
| Subjects: | |
| Online Access: | https://www.tandfonline.com/doi/10.1080/21693277.2024.2334294 |
| _version_ | 1826940784250716160 |
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| author | Julia Horsthofer-Rauch Sarah Ranjana Guesken Jonas Weich Alexander Rauch Maik Bittner Julia Schulz Michael F. Zaeh |
| author_facet | Julia Horsthofer-Rauch Sarah Ranjana Guesken Jonas Weich Alexander Rauch Maik Bittner Julia Schulz Michael F. Zaeh |
| author_sort | Julia Horsthofer-Rauch |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-24T17:24:43Z |
| format | Article |
| id | doaj.art-49afb99089a24b5481444894ea1bbdce |
| institution | Directory Open Access Journal |
| issn | 2169-3277 |
| language | English |
| last_indexed | 2025-02-17T19:36:18Z |
| publishDate | 2024-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Production and Manufacturing Research: An Open Access Journal |
| spelling | doaj.art-49afb99089a24b5481444894ea1bbdce2024-12-09T15:50:02ZengTaylor & Francis GroupProduction and Manufacturing Research: An Open Access Journal2169-32772024-12-0112110.1080/21693277.2024.2334294Sustainability-integrated value stream mapping with process miningJulia Horsthofer-Rauch0Sarah Ranjana Guesken1Jonas Weich2Alexander Rauch3Maik Bittner4Julia Schulz5Michael F. Zaeh6Institute for Machine Tools and Industrial Management (iwb), Technical University of Munich, Garching bei Muenchen, GermanyResearch and Innovation, Celonis SE, Munich, GermanyResearch and Innovation, Celonis SE, Munich, GermanySupply Chain Management, HAWE Hydraulik SE, Aschheim bei Muenchen, GermanyInstitute for Machine Tools and Industrial Management (iwb), Technical University of Munich, Garching bei Muenchen, GermanyInstitute for Machine Tools and Industrial Management (iwb), Technical University of Munich, Garching bei Muenchen, GermanyInstitute for Machine Tools and Industrial Management (iwb), Technical University of Munich, Garching bei Muenchen, GermanyValue 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.https://www.tandfonline.com/doi/10.1080/21693277.2024.2334294Process miningvalue stream mappingsustainabilitymanufacturing |
| spellingShingle | Julia Horsthofer-Rauch Sarah Ranjana Guesken Jonas Weich Alexander Rauch Maik Bittner Julia Schulz Michael F. Zaeh Sustainability-integrated value stream mapping with process mining Production and Manufacturing Research: An Open Access Journal Process mining value stream mapping sustainability manufacturing |
| title | Sustainability-integrated value stream mapping with process mining |
| title_full | Sustainability-integrated value stream mapping with process mining |
| title_fullStr | Sustainability-integrated value stream mapping with process mining |
| title_full_unstemmed | Sustainability-integrated value stream mapping with process mining |
| title_short | Sustainability-integrated value stream mapping with process mining |
| title_sort | sustainability integrated value stream mapping with process mining |
| topic | Process mining value stream mapping sustainability manufacturing |
| url | https://www.tandfonline.com/doi/10.1080/21693277.2024.2334294 |
| work_keys_str_mv | AT juliahorsthoferrauch sustainabilityintegratedvaluestreammappingwithprocessmining AT sarahranjanaguesken sustainabilityintegratedvaluestreammappingwithprocessmining AT jonasweich sustainabilityintegratedvaluestreammappingwithprocessmining AT alexanderrauch sustainabilityintegratedvaluestreammappingwithprocessmining AT maikbittner sustainabilityintegratedvaluestreammappingwithprocessmining AT juliaschulz sustainabilityintegratedvaluestreammappingwithprocessmining AT michaelfzaeh sustainabilityintegratedvaluestreammappingwithprocessmining |