Abstract
The maintenance optimization of multi-component machines has been recently formalized as an Answer Set Optimization (ASO) problem based on component selection and grouping of overlapping maintenance intervals. The motivation of the current work is to develop an extension that would integrate resources and availability constraints into this maintenance model. This article outlines an extended ASO model with the primary focus on modeling and optimizing costly maintenance resources, culminating in cost savings facilitated by the progressive development of workforce competence. The model presented in this work extends the cost function of the prior ASO formalization in a modular way with additional cost priorities concerning parallelism, workforce, and expertise. Due to the presented extensions, the complexity of the integrated maintenance model increases compared to the prior formalization.
| Original language | English |
|---|---|
| Title of host publication | Foundations of Information and Knowledge Systems |
| Subtitle of host publication | 13th International Symposium, FoIKS 2024, Sheffield, UK, April 8–11, 2024, Proceedings |
| Editors | Arne Meier, Magdalena Ortiz |
| Place of Publication | Cham, Switzerland |
| Publisher | Springer Science and Business Media Deutschland GmbH |
| Pages | 381-400 |
| Number of pages | 20 |
| ISBN (Electronic) | 978-3-031-56940-1 |
| ISBN (Print) | 978-3-031-56939-5 |
| DOIs | |
| Publication status | Published - 2024 |
| Publication type | A4 Article in conference proceedings |
| Event | International Symposium on Foundations of Information and Knowledge Systems - Sheffield, United Kingdom Duration: 8 Apr 2024 → 11 Apr 2024 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 14589 LNCS |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Conference
| Conference | International Symposium on Foundations of Information and Knowledge Systems |
|---|---|
| Country/Territory | United Kingdom |
| City | Sheffield |
| Period | 8/04/24 → 11/04/24 |
Keywords
- answer set optimization
- maintenance optimization
- integrated maintenance
- maintenance resources
- competence matrix
- from novice to expert model
- apprenticeship
- cost optimization
- Competence development
- Operations research
Publication forum classification
- Publication forum level 1
ASJC Scopus subject areas
- Theoretical Computer Science
- General Computer Science
Access to Document
- 978-3-031-56940-1_21
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