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MULTIPLE-OBJECTIVE SCHEDULING FOR BATCH PROCESS SYSTEMS USING STOCHASTIC UTILITY EVALUATION
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Publication Year
2024-01-01
Publisher
University of Cincinnati
Citation
International Journal of Industrial Engineering : Theory Applications and Practice, Vol.31, pp.413-428
Keyword
Batch process systemEarlinessMean cycle timeMultiple-objective schedulingStochastic utility evaluation functionTardiness
Mesh Keyword
Batch process controlBatch process systemsControl problemsEarlinessEvaluation functionMean cycle timeMultiple-objective schedulingStochastic utilitiesStochastic utility evaluation functionTardiness
All Science Classification Codes (ASJC)
Industrial and Manufacturing Engineering
Abstract
Most research studies in the batch process control problem are focused on optimizing system performance. The methods address the problem by minimizing a single criterion, such as cycle time and tardiness, or bi-criteria such as cycle time and tardiness, and earliness and tardiness. We demonstrate the utilization of the Stochastic Utility Evaluation (SUE) function approach to the performance of batch process systems using multiple criteria. Tri-criteria problem is used as an example to illustrate the use of the SUE function. That is, we explore how SUE function with stochastic information can be implemented to improve existing approaches to the batch process control problem. The simulation results demonstrate that strategies based on the SUE function perform better than existing strategies based on static utility values.
Language
eng
URI
https://dspace.ajou.ac.kr/dev/handle/2018.oak/34164
DOI
https://doi.org/10.23055/ijietap.2024.31.2.9889
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Type
Article
Funding
The authors would like to thank the associate editor and three anonymous reviewers for the valuable comments. This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT)(No.RS-2023-00218913).
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Shin, Youngchul  Image
Shin, Youngchul 신영철
Department of Industrial Engineering
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