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Multiobjective Generation Scheduling of Fixed Head Hydrothermal Power Systems Through an Interactive Fuzzy Satisfying Method and Evolutionary Programming Technique

机译:基于交互式模糊满足方法和进化规划技术的固定水头热电系统多目标发电调度

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摘要

This article presents evolutionary programming based on interactive fuzzy satisfying method for multiobjective generation scheduling of fixed head hydro plants and thermal plants with nonsmooth fuel cost and emission level functions. The multiobjective problem is formulated considering two objectives; (1) economy, and (2) emission. These two objectives are mutually conflicting and equally important. Assuming that the decision maker (DM) has imprecise or fuzzy goals for each of the objective functions, the multiobjective problem is transformed into a minimax problem, which is then handled by the evolutionary programming technique. The solution methodology can offer a global or near-global noninferior solution for the DM. Numerical results for a sample test system have been presented to demonstrate the performance and applicability of the proposed method. The results obtained from the proposed method are compared to those found by interactive fuzzy satisfying method based on simulated annealing technique.
机译:本文提出了一种基于交互式模糊满足方法的具有不光滑燃料成本和排放水平功能的固定水头水电厂和热电厂多目标发电调度的进化规划方法。制定多目标问题时要考虑两个目标: (1)经济,和(2)排放。这两个目标是相互矛盾的,并且同样重要。假设决策者(DM)对于每个目标函数都有不精确或模糊的目标,则将多目标问题转换为极小极大问题,然后由进化规划技术对其进行处理。该解决方案方法可以为DM提供全局或接近全局的非劣质解决方案。给出了样本测试系统的数值结果,以证明所提出方法的性能和适用性。将所提方法的结果与基于模拟退火技术的交互式模糊满足方法的结果进行比较。

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