Electrolytic aluminum FCM clustering method and system considering adjustment capability difference

The invention belongs to the field of power system operation and control, and mainly relates to an electrolytic aluminum FCM clustering method and system considering adjustment capability difference. Firstly, sample data required by performance evaluation indexes of an electrolytic aluminum energy storage sample i in a time period j participating in frequency modulation are collected, wherein the performance evaluation indexes of electrolytic aluminum energy storage comprise adjustable capacity, adjustment precision and adjustment rate; inputting the adjustable capacity, the adjustment precision and the adjustment rate of the obtained N groups of samples into a target function of an FCM clustering algorithm; and finally, calculating a target function by adopting an FCM clustering algorithm, and outputting a clustering center and a clustering membership matrix. By adopting the FCM clustering analysis method, the distributed electrolytic aluminum energy storage can be classified, and guidance ...