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arXiv 1505.02493eess.SYcs.SY
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进一步讨论关于存储关注经济调度中互补约束精确松弛的充分条件

Further Discussions on Sufficient Conditions for Exact Relaxation of Complementarity Constraints for Storage-Concerned Economic Dispatch

Argonne National Laboratory(阿贡国家实验室)

Zhengshuo Li, Qinglai Guo, Hongbin Sun, Jianhui Wang

AI总结:

本文提出并讨论了存储关注经济调度中互补约束精确松弛的充分条件,通过新方法将非凸问题转化为凸问题,提高求解效率。

摘要:

存储关注的经济调度(ED)问题在存在互补约束时具有强非凸性,传统KKT条件不适用。本文提出一种新的精确松弛方法,直接移除互补约束以使问题凸化并易于求解。本文进一步扩展了前文研究,提供了多组充分条件以保证精确松弛,并进行了证明和讨论。本文可能促进精确松弛方法在存储关注ED问题中的更广泛应用。

英文摘要:

Storage-concerned economic dispatch (ED) problems with complementarity constraints are strongly non-convex and hard to solve because traditional Karush-Kuhn-Tucker (KKT) conditions do not hold in this condition. In our recent paper, we proposed a new exact relaxation method which directly removes the complementarity constraints from the model to make it convex and easier to solve. This paper further extends our previous study, with more than one group of sufficient conditions that guarantee the exact relaxation presented, proven and discussed. This paper may contribute to wider application of the exact relaxation in storage-concerned ED problems.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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