期刊
IET GENERATION TRANSMISSION & DISTRIBUTION
卷 12, 期 15, 页码 3772-3779出版社
INST ENGINEERING TECHNOLOGY-IET
DOI: 10.1049/iet-gtd.2017.2061
关键词
distributed power generation; predictive control; power generation control; power cables; Monte Carlo methods; power system management; optimal operation management; regional network; microgrid cluster; chance-constrained model predictive control; power lines; neighbourhood area; networked-microgrids; optimal charging-discharging patterns; batteries; system technical constraints; renewable energy sources; Monte Carlo algorithm; discrete random scenarios; system uncertainty
A regional network of microgrids includes a cluster of microgrids located in a neighbourhood area connecting together through power lines. In this study, the problem of operation management of networked-microgrids is considered. The main goal is to develop an efficient strategy to control local operation of each microgrid including the amount of energy to be requested from the main grid and the optimal charging/discharging patterns of batteries along with the transferred power among microgrids considering system's technical constraints. Accounting for system uncertainty due to the presence of renewable energy sources and variability of loads, the problem is formulated in the framework of chance-constrained model predictive control. Moreover, the Monte Carlo algorithm is adopted to generate discrete random scenarios to evaluate the solutions. Simulation studies have been exemplarily carried out in order to show the effectiveness of the proposed approach.
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