TY - GEN
T1 - Hybrid power/energy generation system design through multistage design optimization problem with complementarity constraints
AU - Lu, Shen
AU - Schroeder, Nathan B.
AU - Kim, Harrison Hyung Min
PY - 2010
Y1 - 2010
N2 - The optimal design of hybrid power generation systems (HPGS) can significantly improve the economical and technical 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 could not be directly applied. This paper proposes a multistage design optimization problem with complementarity constraints approach for HPGS design, which introduces a complementarity formulation of the nonsmooth logical disjunction, as well as a multistage decomposition framework, to ensure a fast local solution. A numerical study of a stand-alone hybrid photovoltaic (PV)/wind power generation system is presented to demonstrate the effectiveness of the proposed approach.
AB - The optimal design of hybrid power generation systems (HPGS) can significantly improve the economical and technical 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 could not be directly applied. This paper proposes a multistage design optimization problem with complementarity constraints approach for HPGS design, which introduces a complementarity formulation of the nonsmooth logical disjunction, as well as a multistage decomposition framework, to ensure a fast local solution. A numerical study of a stand-alone hybrid photovoltaic (PV)/wind power generation system is presented to demonstrate the effectiveness of the proposed approach.
UR - https://www.scopus.com/pages/publications/80054990805
UR - https://www.scopus.com/pages/publications/80054990805#tab=citedBy
U2 - 10.1115/DETC2010-28362
DO - 10.1115/DETC2010-28362
M3 - Conference contribution
AN - SCOPUS:80054990805
SN - 9780791844090
T3 - Proceedings of the ASME Design Engineering Technical Conference
SP - 633
EP - 645
BT - ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2010
T2 - ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2010
Y2 - 15 August 2010 through 18 August 2010
ER -