Patent ID: 11859846
Assignee: JOHNSON CONTROLS TYCO IP HOLDINGS LLP
Field: Computer technology (Electrical engineering)
Classification: CPC F  G | IPC F  G

Claim 7:
8. One or more non-transitory computer-readable storage mediums having instructions stored thereon that, when executed by a processor, cause the processor to:
receive data relating to a plurality of heating, ventilation, and air conditioning (HVAC) components, the data indicating performance of the plurality of HVAC components;
generate, based on the data, a univariate prediction model and a multivariate prediction model;
generate, using the data, one or more predicted operational parameters for the plurality of HVAC components corresponding to a future time period;
execute at least one of the univariate prediction model or the multivariate prediction model on the one or more predicted operational parameters to predict a HVAC fault associated with at least one of the plurality of HVAC components to occur during the future time period; and
cause a change in operations of the plurality of HVAC components to prevent the predicted HVAC fault, the change comprising at least one of maintenance or repair, adjustment of a setpoint used by at least one of the plurality of HVAC components, or disabling at least one of the plurality of HVAC components.