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Reviste: » Environmental Engineering and Management Journal» European Journal of Science and Theology» Sănătate Sport și Nutriție
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DEVELOPMENT OF A FUZZY-MARKOV-BASED INTERVAL STOCHASTIC DYNAMIC PROGRAMMING MODEL FOR RESERVOIR OPERATION MANAGEMENT Autori: Dianzheng Fu, Guohe Huang, Ying Zhu, Yongping LiData aparitiei: March / 2014 Revista: Environmental Engineering and Management Journal › Vol. 13 › Nr. 3 ISSN: 1843 - 3707 ![]() Abstract
In this study, a fuzzy-Markov-based interval stochastic dynamic (FM-ISDP) analysis method is developed for reservoir operation management (ROM). In ROM, uncertainties could be represented as discrete intervals, fuzzy sets, and fuzzy-stochastic forms. FM-ISDP is framed on the integration of interval analysis, fuzzy vertex analysis, stochastic dynamic optimization approaches and the fuzzy-Markov chain. The developed model is applied to a case of ROM within a multi-user, multi-uncertainty and multistage context. The results indicate that reasonable solutions can be generated, helping the authority identify desired water release policies and water allocation patterns. Besides, through comparing with the conventional interval stochastic dynamic method, the results also interpret parameters’ vagueness is an imperative factor which has a significant effect on the total system benefit. |