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Broadcast Gossip Algorithm-Based Economic Dispatch in Smart Grid with Transmission Losses

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Proceedings of 2021 Chinese Intelligent Systems Conference

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 803))

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Abstract

The economic dispatch problem (EDP) in smart grid mainly is investigated in this paper. The transmission losses of power produced by generator will be taken into account, which introduces nonlinear constraints in the EDP. By viewing the losses as a quadratic function, a broadcast gossip economic dispatch algorithm is proposed to work out the EDP. This distributed algorithm makes all neighbors of the node update the information of each iteration through broadcast. The convergence of the algorithm will be certified by the approximation as well as matrix perturbation theory. Three simulation experiments show the distributed algorithm’s availability as well as plug-and-play capability, and a comparison with the algorithm in which the transmission loss is not considered is further given.

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Author information

Authors and Affiliations

  1. College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350116, China

    Yue Xiao, Wenchao Huang, Yanwei Huang & Shaobin Chen

Authors
  1. Yue Xiao
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  2. Wenchao Huang
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  3. Yanwei Huang
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  4. Shaobin Chen
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Corresponding author

Correspondence to Wenchao Huang .

Editor information

Editors and Affiliations

  1. School of Automatic Science and Electrical Engineering, Beihang University, Beijing, China

    Yingmin Jia

  2. School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China

    Weicun Zhang

  3. School of Mechanical Engineering and Automation, Beihang University, Beijing, China

    Yongling Fu

  4. Beijing Institute of Precision Mechatronics and Controls, Beijing, China

    Zhiyuan Yu

  5. College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, Fujian, China

    Song Zheng

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Xiao, Y., Huang, W., Huang, Y., Chen, S. (2022). Broadcast Gossip Algorithm-Based Economic Dispatch in Smart Grid with Transmission Losses. In: Jia, Y., Zhang, W., Fu, Y., Yu, Z., Zheng, S. (eds) Proceedings of 2021 Chinese Intelligent Systems Conference. Lecture Notes in Electrical Engineering, vol 803. Springer, Singapore. https://doi.org/10.1007/978-981-16-6328-4_70

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