基于改进RFM的用户需求响应潜力分级方法OA

To precisely evaluate and classify user demand response potential,a grading method for user demand response potential based on an improved recency,frequency,monetary(RFM)model is proposed.While the traditional RFM model has been widely applied in customer relationship management,its three dimensions do not directly reflect users'willingness to engage in demand response.Therefore,this paper first improves theRFM model by incorporating three indicators:average response value,response frequency,and response effectiveness,to measure users'willingness to participate.Additionally,combined with user load characteristics,an indicator system is constructed that encompassing dimensions such as importance,volatility,regularity,and sensitivity.Finally,by weighting and combining these two factors,the method enables the grading evaluation of different users'demand response potential.Case study results demonstrate that this method can more comprehensively reflect users'response capability and willingness,providing theoretical support and practical reference for the effective implementation of demand response..