Conference proceeding
CONTROL OF KEY PERFORMANCE INDICATORS THROUGH AN APPROXIMATED PREDICTIVE MODEL
Proceedings of the International Symposium on Flexible Automation, pp.404-406
Proceedings of the International Symposium on Flexible Automation 2018 International Symposium on Flexible Automation (Kanazawa Japan, 07/15/2018 - 07/19/2018)
07/15/2018
DOI: 10.11509/isfa.2018.404
Abstract
Key performance indicators (KPI) play an important role in the manufacturing system. In practices, it is often needed to control certain KPI value to be at a specified level. However, the relationship between system inputs and KPIs and among KPIs are very complex. In this paper, we focus on the KPI control for optimizing the system inputs to reach desired outputs values based on an approximated predictive model for KPIs. The model can achieve high flexibility for analysis, thus providing accurate KPI control. We demonstrate the effectiveness of the KPI control through simulation studies.
Details
- Title: Subtitle
- CONTROL OF KEY PERFORMANCE INDICATORS THROUGH AN APPROXIMATED PREDICTIVE MODEL
- Creators
- Chao Wang (Author)Shiyu Zhou - University of Wisconsin Madison
- Resource Type
- Conference proceeding
- Publication Details
- Proceedings of the International Symposium on Flexible Automation, pp.404-406
- Conference
- Proceedings of the International Symposium on Flexible Automation 2018 International Symposium on Flexible Automation (Kanazawa Japan, 07/15/2018 - 07/19/2018)
- DOI
- 10.11509/isfa.2018.404
- Language
- English
- Date published
- 07/15/2018
- Academic Unit
- Industrial and Systems Engineering
- Record Identifier
- 9984222055202771
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