The optimal design of hybrid power generation systems (HPGSs) can significantly improve the technical and economic performance of power supply. However, the discrete-time simulation with logical disjunctions involved in HPGS design usually leads to a nonsmooth optimization model, to which well-established techniques for smooth nonlinear optimization cannot be directly applied. This paper casts the HPGS design optimization problem as a multidisciplinary design optimization problem with complementarity constraints, a formulation that introduces a complementarity formulation of the nonsmooth logical disjunction, as well as a time horizon decomposition framework, to ensure a fast local solution. A numerical study of a stand-alone hybrid photovoltaic/wind power generation system is presented to demonstrate the effectiveness of the proposed approach.
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October 2010
Research Papers
Hybrid Power/Energy Generation Through Multidisciplinary and Multilevel Design Optimization With Complementarity Constraints
Shen Lu,
Shen Lu
Department of Industrial and Enterprise Systems Engineering,
e-mail: shenlu2@illinois.edu
University of Illinois at Urbana-Champaign
, Urbana, IL 61801
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Nathan B. Schroeder,
Nathan B. Schroeder
Department of Industrial and Enterprise Systems Engineering,
e-mail: nschroe2@illinois.edu
University of Illinois at Urbana-Champaign
, Urbana, IL 61801
Search for other works by this author on:
Harrison M. Kim,
Harrison M. Kim
Department of Industrial and Enterprise Systems Engineering,
e-mail: hmkim@illinois.edu
University of Illinois at Urbana-Champaign
, Urbana, IL 61801
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Uday V. Shanbhag
Uday V. Shanbhag
Department of Industrial and Enterprise Systems Engineering,
e-mail: udaybag@illinois.edu
University of Illinois at Urbana-Champaign
, Urbana, IL 61801
Search for other works by this author on:
Shen Lu
Department of Industrial and Enterprise Systems Engineering,
University of Illinois at Urbana-Champaign
, Urbana, IL 61801e-mail: shenlu2@illinois.edu
Nathan B. Schroeder
Department of Industrial and Enterprise Systems Engineering,
University of Illinois at Urbana-Champaign
, Urbana, IL 61801e-mail: nschroe2@illinois.edu
Harrison M. Kim
Department of Industrial and Enterprise Systems Engineering,
University of Illinois at Urbana-Champaign
, Urbana, IL 61801e-mail: hmkim@illinois.edu
Uday V. Shanbhag
Department of Industrial and Enterprise Systems Engineering,
University of Illinois at Urbana-Champaign
, Urbana, IL 61801e-mail: udaybag@illinois.edu
J. Mech. Des. Oct 2010, 132(10): 101007 (12 pages)
Published Online: October 4, 2010
Article history
Received:
December 11, 2008
Revised:
July 21, 2010
Online:
October 4, 2010
Published:
October 4, 2010
Citation
Lu, S., Schroeder, N. B., Kim, H. M., and Shanbhag, U. V. (October 4, 2010). "Hybrid Power/Energy Generation Through Multidisciplinary and Multilevel Design Optimization With Complementarity Constraints." ASME. J. Mech. Des. October 2010; 132(10): 101007. https://doi.org/10.1115/1.4002292
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