Analysis of heating and electrical loads Based on Auto-encoder for Integrated park

Industrial parks with manufacturing, service industries and comprehensive parks refer to large-scale comprehensive buildings with a certain industry as the main support. The integrated park will provide independent power supply and heating for its buildings. Through the analysis of the thermoelectric characteristics of the park users, the energy characteristics of the corresponding users and the entire park are obtained, which is of great significance to the economic operation of the park and energy conservation and emission reduction. This paper mainly uses auto-encoding and K-means technologies to analyze the heat load and power load of the park from two dimensions: user and category (cluster analysis results), and finally a real case is used to verify the method.