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| H-uendelig Kontrol× | Adaptiv regulering× | |
|---|---|---|
| Fagområde | Reguleringsteknik | Reguleringsteknik |
| Familie | Machine learning | Machine learning |
| Oprindelsesår≠ | 1981 | 1983 |
| Ophavsperson≠ | George Zames | Karl J. Astrom |
| Type | algorithm | algorithm |
| Oprindelig kilde≠ | Zames, G. (1981). Feedback and optimal sensitivity: Model reference transformations, multiplicative seminorms, and approximate inverses. IEEE Transactions on Automatic Control, 26(2), 301-320. DOI ↗ | Astrom, K. J., & Wittenmark, B. (1983). Computer-Controlled Systems: Theory and Design. Prentice Hall. link ↗ |
| Aliasser≠ | H∞ Control, Robust Control, Minimax Control | Self-Tuning Control, Parameter Estimation Control |
| Relaterede≠ | 4 | 3 |
| Resumé≠ | H-infinity (H∞) control is a robust control method that minimizes the worst-case gain from disturbances to controlled outputs, formulated as a minimax optimization problem. Pioneered by Zames in the early 1980s, H∞ control provides a principled way to design feedback controllers that tolerate model uncertainty, unmodeled dynamics, and disturbances while maintaining stability and performance, making it essential for applications requiring guaranteed robustness. | Adaptive Control is a control strategy that adjusts controller parameters in real-time based on online system identification to maintain performance despite changing plant dynamics or uncertain parameters. Pioneered by Astrom and Wittenmark, adaptive control enables robust operation in time-varying environments, from aircraft with fuel depletion to industrial systems with aging components. |
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