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Explicit Model Pred...
Explicit Model Predictive Control for Linear Parameter-Varying Systems
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- Löfberg, Johan, 1974- (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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- Besselmann, Thomas (författare)
- ETH Zürich, Switzerland
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- Morari, Manfred (författare)
- ETH Zürich, Switzerland
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(creator_code:org_t)
- 2008
- 2008
- Engelska.
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Ingår i: Proceedings of the 47th IEEE Conference on Decision and Control<em></em>. - 9781424431243 - 9781424431236 ; , s. 3848-3853
- Relaterad länk:
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https://urn.kb.se/re...
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visa fler...
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https://doi.org/10.1...
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Abstract
Ämnesord
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- In this paper we demonstrate how one can reformulate the MPC problem for LPV systems to a series of mpLPs by a closed-loop minimax MPC algorithm based on dynamic programming. A relaxation technique is employed to reformulate constraints which are polynomial in the scheduling parameters to parameter-independent constraints. The algorithm allows the computation of explicit control laws for linear parameter-varying systems and enables the controller to exploit information about the scheduling parameter. This improves the control performance compared to a standard robust approach where no uncertainty knowledge is used, while keeping the benefits of fast online computations. The off-line computational burden is similar to what is required for computing explicit control laws for uncertain or nominal LTI systems. The proposed control strategy is applied to an example to compare the complexity of the resulting explicit control law to the robust controller.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Nyckelord
- Closed loop system
- Discrete time systems
- Dynamic programming
- Linear systems
- Matrix algrebra
- TECHNOLOGY
- TEKNIKVETENSKAP
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- kon (ämneskategori)
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