INTELLIGENT HOME ENERGY MANGEMENT SYSTEM AND METHOD BASED ON FEDERATED LEARNING

摘要

Intelligent home energy management method to which federated learning is applied according to the present invention comprises the steps of: (a) generating, by a master server, an artificial intelligence initial model for energy efficiency improvement; (b) distributing, by the master server, delivering the initial model to a plurality of home energy management systems; (c) generating, by the home energy management system, a weight difference using the initial model; (d) updating, by the master server, the initial model by reflecting the weight difference; And (e) redistributing the initial model updated by the master server to the home energy management system; using Federated Learning technology, including; to implement an optimal energy management system without external transmission of personal information It works.