基于密度峰值聚类的用户类型划分

Classification of user types based on density peak clustering

提出了一种快速查找密度峰值的聚类方法,在电力市场的实际运营中,根据用户消费情况获得私有信息,实现用户类型的合理划分,有效反映了不同类型可控负荷对价格响应的差异性,从而为零售电价设计提供理论依据.

In the paper,we propose a clustering method to find the peak of density quickly. In the actual operation of electricity market,we obtain the private information according to the user's consumption situation,to realize the reasonable division of user type,and effectively reflect the difference of the different controllable load to price response,thus to provide a theoretical basis for retail price design.