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Distributed algorithm for economic dispatch with transmission losses under digraph
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DOI：10.1016/j.ijepes.2023.109067.png)
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摘要
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By taking transmission losses , directed communication into considered, a more practical scenario of economic dispatch problem is studied in the paper. It is formulated as a non-convex optimization problem. Using convex relaxation, the non-convex optimization problem is transformed into convex optimization problem , the conditions to ensure that they have the same solution are given. Then, a consensus-based distributed algorithm with time-varying feedback gains is presented, which can be used to the general directed communication networks. Especially, the convergence and optimality of the proposed algorithm are proved by using multi-parameter eigenvalue perturbation theory and graph theory. Finally, simulation results validate the theoretical results and illustrate the effectiveness and advantages of the proposed algorithm.
Keyword:
Economic dispatch problem
Distributed algorithm
Consensus algorithm
Transmission loss
Smart grid
期刊
I
IF:
5
论文数:
1.1W
被引数:
3.1W
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引用论文
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