Predictive building control system with constraint generation based on neural network

摘要

The predictive building control system includes a device operable to provide heating or cooling to the building and a predictive controller. The predictive controller comprises one or more optimization controllers configured to perform the optimization to generate set points for the equipment at each time step of the optimization period according to one or more constraints; A constraint generator configured to use a neural network model to generate one or more constraints and set points generated by one or more optimization controllers at each time step of the optimization period. And a device controller configured to operate the device.