Research and Modeling of Energy Consumption Prediction Technology for Colleges and Universities

In order to standardize the construction of green campuses, promote the green economic operation and management of energy consumption in campus buildings, and improve the economic, scientific, and standardized operation and management of green campuses, the Ministry of Housing and Urban-Rural Development has issued the national standard Evaluation Standards for Green Campuses. Among the evaluation indicators, modeling forecasting and targeted management are an eff ective management method. This paper aims at building energy consumption forecasting and energy-saving management needs of colleges and universities, starting with building power consumption, collecting and statistics of power consumption consumption data, using machine learning data prediction technology to construct a building power consumption regression model to form various types of buildings in colleges and universities The forecasting model of electric energy consumption provides a technical foundation for the operation and construction of a green campus.