TY - JOUR
T1 - Stochastic Predictive Control of Multi-Microgrid Systems
AU - Bazmohammadi, Najmeh
AU - Tahsiri, Ahmadreza
AU - Anvari-Moghaddam, Amjad
AU - Guerrero, Josep M.
PY - 2019/9/1
Y1 - 2019/9/1
N2 - In this paper, integrated operation management of cooperative microgrids is formulated in the framework of stochastic predictive control. In the proposed scheme, a joint probabilistic constraint on the microgrids power exchange with the main grid couples operation of individual microgrids. In order to tackle the coupling constraint, a cooperative energy management strategy is proposed in which based on the statistical characteristics of uncertain parameters, the deterministic counterpart of the problem is derived and an efficient solution strategy is achieved. The proposed strategy is evaluated for an illustrative test case including two microgrids based on modified CIGRE benchmark. Moreover, statistical analysis is conducted to evaluate robustness characteristics of the solution strategy.
AB - In this paper, integrated operation management of cooperative microgrids is formulated in the framework of stochastic predictive control. In the proposed scheme, a joint probabilistic constraint on the microgrids power exchange with the main grid couples operation of individual microgrids. In order to tackle the coupling constraint, a cooperative energy management strategy is proposed in which based on the statistical characteristics of uncertain parameters, the deterministic counterpart of the problem is derived and an efficient solution strategy is achieved. The proposed strategy is evaluated for an illustrative test case including two microgrids based on modified CIGRE benchmark. Moreover, statistical analysis is conducted to evaluate robustness characteristics of the solution strategy.
KW - Multi-microgrid systems
KW - Energy management system
KW - Monte-Carlo algorithm
KW - Model predictive control
KW - Chance constraints
KW - energy management system (EMS)
KW - multi-microgrid systems
KW - model predictive control (MPC)
UR - http://www.scopus.com/inward/record.url?scp=85071165975&partnerID=8YFLogxK
U2 - 10.1109/TIA.2019.2918051
DO - 10.1109/TIA.2019.2918051
M3 - Journal article
SN - 0093-9994
VL - 55
SP - 5311
EP - 5319
JO - I E E E Transactions on Industry Applications
JF - I E E E Transactions on Industry Applications
IS - 5
M1 - 8718558
ER -