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A New LMP-Sensitivity-Based Heterogeneous Decomposition for Transmission and Distribution Coordinated Economic Dispatch.

Authors :
Li, Zhengshuo
Guo, Qinglai
Sun, Hongbin
Wang, Jianhui
Source :
IEEE Transactions on Smart Grid; Mar2018, Vol. 9 Issue 2, p931-941, 11p
Publication Year :
2018

Abstract

Transmission and distribution coordinated economic dispatch (TDCED) will be necessary to settle the problems caused by high penetrations of distributed generators in future grids. An efficient heterogeneous decomposition algorithm (HGD) was proposed to solve the TDCED, but it may diverge occasionally. To overcome this shortcoming, a new HGD (N-HGD) with enhanced convergency is proposed and studied in this paper. Compared with the previous HGD, the N-HGD similarly decomposes the TDCED into transmission ED and distribution ED subproblems, but it considers the sensitivity of the boundary locational marginal price to load injections to enhance convergency and avoid divergence. Two kinds of sensitivity computing methods, M {c} and M {p} , are studied. M{c} is based on a centralized sensitivity equation, executed on the transmission side. M{p} is based on a probing mechanism and can be executed distributedly on the distribution side. The reason for the N-HGD’s improved convergency is theoretically analyzed, and the optimality is proven. Numerical tests show that N-HGD performs better than the original HGD, as well as a penalty-based modified HGD that needs a careful parameter-tuning process. Furthermore, compared with M{c} , an M{p} -based N-HGD is preferable because it has a much lower computational cost and no additional communicational cost. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
19493053
Volume :
9
Issue :
2
Database :
Complementary Index
Journal :
IEEE Transactions on Smart Grid
Publication Type :
Academic Journal
Accession number :
128115151
Full Text :
https://doi.org/10.1109/TSG.2016.2571848