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High-speed finite control set model predictive control for power electronics

Abstract:

Common approaches for direct model predictive control (MPC) for current reference tracking in power electronics suffer from the high computational complexity encountered when solving integer optimal control problems over long prediction horizons. We propose an efficient alternative method based on approximate dynamic programming, greatly reducing the computational burden and enabling sampling times below 25 µs. Our approach is based on the offline estimation of an infinite horizon value funct...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Institution:
University of Oxford
Department:
Oxford, MPLS, Engineering Science
More by this author
Institution:
University of Oxford
Department:
Oxford, MPLS, Engineering Science
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Journal:
IEEE Transactions on Power Electronics Journal website
Volume:
32
Issue:
5
Pages:
4007-4020
Publication date:
2016-06-24
ISSN:
0885-8993
URN:
uuid:eb1b77fb-cf7a-4bf1-82f1-2cd32b8dd8c1
Source identifiers:
629437
Local pid:
pubs:629437

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