Double-uncertainty optimal operation of hybrid AC/DC microgrids with high proportion of intermittent energy sources

作者：Li, Peng; Han, Pengfei^*; He, Shuai; Wang, Xiaoxiao

来源：Journal of Modern Power Systems and Clean Energy, 2017, 5(6): 838-849.

DOI：10.1007/s40565-017-0336-6

• Double-uncertainty optimization
• Fuzzy stochastic ADMM
• Fuzzy stochastic expected value model
• High proportion of intermittent energy sources
• Hybrid AC/DC microgrid

This paper applies double-uncertainty optimization theory to the operation of AC/DC hybrid microgrids to deal with uncertainties caused by a high proportion of intermittent energy sources. A fuzzy stochastic expectation economic model for day-ahead scheduling based on uncertain optimization theory is proposed to minimize the operational costs of hybrid AC/DC microgrids. The fuzzy stochastic alternating direction multiplier method is proposed to solve the double-uncertainty optimization problem. A real-time intra-day unbalanced power adjustment model is established to minimize real-time adjustment costs. Through comparative analysis of deterministic optimization, stochastic optimization and fuzzy stochastic optimization of day-ahead scheduling and real-time adjustment, the validity of fuzzy stochastic optimization based on a fuzzy stochastic expectation model is proved.

• 出版日期2017-11
• 单位华北电力大学（保定）; 华北电力大学