Before revision:  For local data owners with inadequate load data but expect to accomplish a promising model performance, the conduction of effective NILM co-modelling is increasingly significant. While during the cooperation of local data owners, data exchange and centralized data storage may increase the risk of power consumer privacy breaches .
After revision:  For local data owners with inadequate load data and the risk of power consumer privacy breaches .