公开(公告)号：US11188039B2

公开(公告)日：2021-11-30

申请号：US16657398

申请日：2019-10-18

申请人： Johnson Controls Tyco IP Holdings LLP

发明人： Sugumar Murugesan ,  Young M. Lee ,  Jaume Amores Llopis

IPC分类号： G05B13/04 ,  G06Q50/06 ,  G01D4/00

摘要： A building management system including building equipment operable to affect a variable state or condition of a building. The building management system includes a controller including a processing circuit. The processing circuit is configured to obtain an energy prediction model (EPM) for predicting energy requirements over time. The processing circuit is configured to monitor one or more triggering events to determine if the EPM should be retrained. The processing circuit is configured to, in response to detecting that a triggering event has occurred, identify updated values of one or more hyper-parameters of the EPM. The processing circuit is configured to operate the building equipment based on the EPM.