| MULTI-OBJECTIVE DECISION MAKING FOR OPEARTION OF A MULTI-RESERVOIR SYSTEM USING CBITP |
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학술지명 East Asian Area Dam Conference
저자 고익환,김재희,김승권
발표일 2009-10-26
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It is not an easy task for dam operators to choose an appropriate release plan which balances the conflicts between water storage and hydroelectric energy generation, especially in a multi-reservoir operation environment. Hence, it is desirable to provide a dam operator with a wide range of choices of Pareto-optimal solutions so that dam operators develop reservoir operation plan by using their intuitive interpretation on the tradeoff relationships between storage and hydroelectric energy generation. This paper presents an interactive multiobjective decision making procedure to analyze a trade-off between water storage and hydroelectric energy generation in the Han-River basin in Korea. Therefore, we focus on the ability of generating well-distributed Pareto-optimal solutions at each iteration and pinpointing a final solution properly. To facilitate pinpointing a final solution, the proposed procedure parameterizes the Pareto-frontier via the set of the reference point vectors instead of weight vectors within the framework of Interactive Weighted Tchebycheff Procedure. It uses a sequence of a progressively reduced subset of reference points interacting with the dam operator so that he can sample corresponding sequence of the Pareto-optimal solutions. Using well-distributed reference point vectors, we could identify widely distributed Pareto-optimal solutions and reduce the chance of losing the most preferable Pareto-optimal solution from the dam operator’s utility point of view. |