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An Optimal Control Application in Power Systems Using Numerical Algebraic Geometry

Author(s):

D. J. Bates, A.G. Beccuti, I.A. Fotiou, M. Morari
Conference/Journal:

American Control Conference, Seattle, WA
Abstract:

We present an application in power electronics using an approach from numerical algebraic geometry, namely the homotopy continuation method for solving systems of polynomial equations. The proposed algorithm breaks the computations associated with the optimal control problem into two parts. An off-line part, where certain structural information of the control problem is precomputed, and an on-line, where numerical algebraic geometry is used to retrieve the optimal control input to the system in real time. The approach is fast, reliable and has a probability-one guarantee of finding the global optimal solution to the problem at hand.

Year:

2008
Type of Publication:

(01)Article
Supervisor:



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% Autogenerated BibTeX entry
@InProceedings { BatEtal:2008:IFA_2949,
    author={D. J. Bates and A.G. Beccuti and I.A. Fotiou and M. Morari},
    title={{An Optimal Control Application in Power Systems Using
	  Numerical Algebraic Geometry}},
    booktitle={American Control Conference},
    pages={},
    year={2008},
    address={Seattle, WA},
    month=jun,
    url={http://control.ee.ethz.ch/index.cgi?page=publications;action=details;id=2949}
}
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