The access conditions for load aggregators to
participate in the peaking auxiliary service are one of the elements that
determine the effectiveness of grid peaking, which are difficult to formulate
due to the influence of various factors. To this end, an optimal design method
for the access power of peaking auxiliary service is proposed, which takes into
account the influence of the multiple performance of adjustable loads and the
finite rationality of the power grid. Firstly, the performance index system of
load aggregators participating in peak load regulation auxiliary services is
constructed from four aspects of technology, economy, society and environment;
second, considering the limited rationality of the grid, the comprehensive
performance of load aggregators participating in grid peaking is evaluated
based on the cumulative outlook theory; further, taking into account the
seasonal impact on the demand of grid peaking, a new energy and load time-slot
optimization method is proposed based on the Wasserstein generative adversarial
network and forward scenario. Further, taking into account the influence of
seasonal demand on grid peaking, the optimal access power for load aggregators
to participate in grid peaking is solved based on Wasserstein generation
adversarial network and forward scenario based on the curtailment technique to
generate the power scenarios of new energy sources and loads in different time
periods with the objective of minimizing the comprehensive cost of grid
peaking. Finally, the effectiveness of the proposed model is verified based on
an actual example in a region.
CHI Fang1, 2, WU Fuzhang1, 2, YANG Jun1, 2, ZHANG Xing3, DAI Xianzhong3, YANG Junwei4
. Peak
Regulation Access Power Optimization of Load Aggregator with Bounded
Rationality of Power Grid[J]. Journal of Shanghai Jiaotong University, 0
: 1
.
DOI: 10.16183/j.cnki.jsjtu.2024.499