Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction

Protection and Control of Modern Power Systems

Venkataramana Veeramsetty¹ 

[1]Center for Artificial Intelligence and Deep Learning, Department of Electrical and Electronics Engineering, S R Engineering College, Warangal, 506371, Telangana State, India

关键词: Distributed Generator (DG);    Locational Marginal Price (LMP);    Loss reduction;    Emission reduction;    Shapley Value Method Decision Making;    Distribution Company (DISCO);    Cooperative game theory;   

DOI  :  10.1186/s41601-021-00211-0

来源: Springer

【 摘 要 】

An iterative method based on Shapley Value Cooperative Game Theory is proposed for the calculation of local marginal price (LMP) for each Distributed Generator (DG) bus on a network. The LMP value is determined for each DG on the basis of its contribution to reduce loss and emission reduction, which is assessed using the Shapley Value approach. The proposed approach enables the Distribution Company (DISCO) decision-maker to operate the network optimally in terms of loss and emission. The proposed method is implemented in the Taiwan Power Company distribution network 7 warnings consisting of 84 buses and 11 feeders in the MATLAB environment. The results show that the proposed approach allows DISCO to operate the network on the basis of its priority between the reduction of active power loss and emission in the network

【 授权许可】

CC BY