Predicting System of Energy Consumption and Data of Air Conditioning Equipment Using Artificial Neural Network and Method Thereof

摘要

Disclosed are a system and method for predicting energy consumption and data of an air conditioning facility using an artificial neural network. According to an embodiment of the present disclosure, a history data collection process of collecting history data from at least one of a BEMS, a BAS, and an air conditioning facility; a system input process of receiving an input from a user of a subsystem of an air conditioning system desired for prediction; a list providing process of providing a user with a list of input variables related to the subsystem; a variable input process of receiving an input variable selected by a user from a list of input variables; A neural network model derivation process of deriving a final neural network model by automatically normalizing historical data and automatically optimizing the structure of the neural network model based on input variables and preset values for a predetermined neural network model; and a predicted value derivation process of deriving at least one of an energy usage predicted value and a data predicted value of a subsystem by using the final neural network model.