Journal of Modern Power Systems and Clean Energy

ISSN 2196-5625 CN 32-1884/TK

Generation dispatch method based on maximum entropy principle for power systems with high penetration of wind power
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1. Hangzhou Power Supply Company of State Grid Zhejiang Electric Power Company, Hangzhou 310009, China 2. State Grid Zhejiang Electric Power Company, Hangzhou 310009, China 3. College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China 4. Zhejiang Power Economic Research Institute of State Grid, Hangzhou 310027, China

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    Abstract:

    This paper proposes a generation dispatch model based on the maximum entropy principle. The objective is to find an optimal generation dispatch strategy that minimizes the generation cost and satisfies the security constraints of power systems, while taking into account the uncertainty of wind power. Since in many situations, only partial information of the probabilistic variables can be obtained, the maximum entropy principle is introduced to find the most likely realized probability distributions of the power flow, thus providing an accurate probabilistic circumstance to solve the generation dispatch model. The proposed method is tested on the IEEE 39-bus system, and is compared with the methodologies based on Monte Carlo simulation and Gram-Charlier expansions.

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  • Received:
  • Revised:
  • Adopted:
  • Online: November 11,2018
  • Published: