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Optimal Operation Scheduling of a Microgrid Incorporating Battery Swapping Stations.

Authors :
Esmaeili, Saeid
Anvari-Moghaddam, Amjad
Jadid, Shahram
Source :
IEEE Transactions on Power Systems; Nov2019, Vol. 34 Issue 6, p5063-5072, 10p
Publication Year :
2019

Abstract

This paper proposes optimal operation scheduling of a Microgrid (MG) and battery swapping stations (BSSs) as two independent stakeholders with inherently conflicting objectives. In this regard, a bi-level scheduling framework for optimal decision making of MG and BSSs is presented. Moreover, battery degradation cost is explicitly modeled based on the depth of discharge and the cycle life's intrinsic behavior of batteries. In order to tackle both historical data-based and human-related uncertainties under incomplete information including load demand of MG, photovoltaic generation, wholesale market prices, and swapping requests, a hybrid probabilistic-possibilistic approach considering correlation among uncertainties has been developed. To solve the proposed MG-BSS optimization problem, alternative direction method of multipliers (ADMM) with restart algorithm in a fully decentralized fashion is implemented. The effectiveness of the proposed model is demonstrated on a real-test MG system under different scenarios. Moreover, to compare the computational complexity of the proposed algorithm with the standard ADMM and investigate the scalability of the algorithm, extensive simulations are carried out on different standard test system. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08858950
Volume :
34
Issue :
6
Database :
Complementary Index
Journal :
IEEE Transactions on Power Systems
Publication Type :
Academic Journal
Accession number :
139410928
Full Text :
https://doi.org/10.1109/TPWRS.2019.2923027