Patent attributes
A computer room includes rack mounted computing devices and multiple air handling systems for cooling the computer room. A model based cooling control system is implemented on resources of a provider network that includes the rack mounted computing devices. The model based cooling control system uses a model of the computer room to iteratively perform calculations to determine a set of control parameters for cooling the computer room. The set of control parameters are selected to reduce or optimize an amount of energy and/or water used to cool the computer room while satisfying one or more conditions for cooling the computer room such as a maximum allowable temperature of the room and/or a maximum allowable temperature of the rack mounted computing devices in the computer room.