Design of a Nonlinear Generalized Predictive Controller based on Database-Driven Approach
This paper presents a Generalized Predictive Control (GPC) design scheme based on database-driven approach for nonlinear systems. In industrial systems, lots of controlled plants with unknown time-delay and strong nonlinearity, are difficult to be handled in terms of control performance. The databas...
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| Auteurs principaux: | , |
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| Format: | article |
| Langue: | EN |
| Publié: |
Atlantis Press
2021
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| Sujets: | |
| Accès en ligne: | https://doaj.org/article/8fd00e0b0cae48e2ad04b747cd1f0e57 |
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| Résumé: | This paper presents a Generalized Predictive Control (GPC) design scheme based on database-driven approach for nonlinear systems. In industrial systems, lots of controlled plants with unknown time-delay and strong nonlinearity, are difficult to be handled in terms of control performance. The databased-driven approach has been attracted attention to tackle non-linearity issue without system information. On the other hand, GPC is considered in cases where the time-delay is unknown. The proposed scheme is validated through a numerical simulation. |
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