主权项 |
1. A method of predicting energy consumption in a building, comprising:
receiving historic ambient air data; receiving historic energy consumption data associated with a building; calibrating, by one or more hardware processors, a variable base degree model based on the historic ambient air data and the historic energy consumption data; calibrating, by said one or more hardware processors, a variable based enthalpy model based on the historic ambient air data and the historic energy consumption data; receiving weather forecast data; running, by said one or more hardware processors, the variable base degree model with the weather forecast data to produce a first energy consumption prediction; running, by said one or more hardware processors, the variable based enthalpy model with the weather forecast data to produce a second energy consumption prediction; computing, by said one or more hardware processors, a first weight associated with the variable base degree model dynamically based on performance of the variable base degree model and performance of the variable based enthalpy model during a predefined time period; computing, by said one or more hardware processors, a second weight associated with the variable based enthalpy model dynamically based on performance of the variable based enthalpy model and the variable base degree model during the predefined time period; and combining, by said one or more hardware processors, the first energy consumption prediction and the second energy consumption prediction as a function of the first weight and the second weight. |