Data-Driven Control Design for Complex Systems: Theory, Challenges, and Novel Applications
This paper examines the switch from model-based to data-driven control systems, providing an overview of the challenges encountered and the potential solutions. It reviews the history, current progress, and future perspectives of data-driven control technologies. Additionally, it outlines the diffe...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Sukkur IBA University
2025-02-01
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| Series: | Sukkur IBA Journal of Computing and Mathematical Sciences |
| Subjects: | |
| Online Access: | https://journal.iba-suk.edu.pk:8089/SIBAJournals/index.php/sjcms/article/view/1554 |
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| Summary: | This paper examines the switch from model-based to data-driven control systems, providing an overview of the challenges encountered and the potential solutions. It reviews the history, current progress, and future perspectives of data-driven control technologies. Additionally, it outlines the differences between model-based and data-driven control, compares various data-driven control approaches, and addresses essential issues in data-driven optimization. Finally, the paper delves into the data-driven control process and related research areas.
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| ISSN: | 2520-0755 2522-3003 |