Hydropower producers must submit bids to electricity market auctions where they state their willingness to produce power. These bids may be determined using a mixed-integer linear stochastic program. However, for large interconnected river systems, this program may be too complex to be solved within the time limits set by current market rules. This paper investigates whether a linear approximation to start-ups can be used to reduce the computational burden without significantly degrading the solution quality. In order to investigate the trade-off of time versus solution quality, linear approximation is compared to a formulation that uses binary variables in a case study that simulates the operation of a reservoir system over time.
机构:
Keimyung Univ, Dept Publ Adm, Deagu 42601, South Korea
Keio Univ, Fac Law, Tokyo 1088345, JapanKeimyung Univ, Dept Publ Adm, Deagu 42601, South Korea
Lee, Yoonseock
Lee, Young-Hwan
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机构:
Won Kwang Hlth Sci Univ, Deprtment Social Welf, Iksan 54438, South KoreaKeimyung Univ, Dept Publ Adm, Deagu 42601, South Korea
机构:
Forschungsinstitut für Unternehmensführung, Logistik und Produktion TUM School of Management Technische, Universität München, Leopoldstr., 145, MünchenForschungsinstitut für Unternehmensführung, Logistik und Produktion TUM School of Management Technische, Universität München, Leopoldstr., 145, München
机构:
Sloan Sch, Cambridge, MA USA
Martin Trust Ctr Entrepreneurship, Cambridge, MA USAUniv Toronto, Rotman Sch Management, Chair Tech Innovat & Entrepreneurship, Toronto, ON, Canada