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A Multiobjective Interval Programming Model for Wind-Hydrothermal Power System Dispatching Using 2-Step Optimization Algorithm

机译:基于两步优化算法的风电系统调度多目标区间规划模型

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摘要

Wind-hydrothermal power system dispatching has received intensive attention in recent years because it can help develop various reasonable plans to schedule the power generation efficiency. But future data such as wind power output and power load would not be accurately predicted and the nonlinear nature involved in the complex multiobjective scheduling model; therefore, to achieve accurate solution to such complex problem is a very difficult task. This paper presents an interval programming model with 2-step optimization algorithm to solve multiobjective dispatching. Initially, we represented the future data into interval numbers and simplified the object function to a linear programming problem to search the feasible and preliminary solutions to construct the Pareto set. Then the simulated annealing method was used to search the optimal solution of initial model. Thorough experimental results suggest that the proposed method performed reasonably well in terms of both operating efficiency and precision.
机译:近年来,风水热发电系统调度受到了广泛关注,因为它可以帮助制定各种合理的计划来调度发电效率。但是,未来的数据(例如风能输出和功率负荷)将无法准确预测,并且复杂多目标调度模型具有非线性性质。因此,要实现对此类复杂问题的准确解决是一项非常困难的任务。为解决多目标调度问题,提出了一种具有两步优化算法的区间规划模型。最初,我们将未来数据表示为区间数,并将目标函数简化为线性规划问题,以搜索可行的初步解决方案以构造Pareto集。然后采用模拟退火法寻找初始模型的最优解。全面的实验结果表明,该方法在操作效率和精度方面均表现良好。

著录项

  • 期刊名称 other
  • 作者

    Kun Ren; Qu Jihong;

  • 作者单位
  • 年(卷),期 -1(2014),-1
  • 年度 -1
  • 页码 825216
  • 总页数 9
  • 原文格式 PDF
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