A control system for a combined power generation and metallurgical plant facility integrates generator-side and load-side control to provide coordinated operation of the two processes. The power generation facility includes one or more generator units and the metallurgical plant facility includes one or more controllable loads. Operating characteristics of the one or more loads are fed back to the one or generator units through a master controller to determine input control parameters for the one or more generator units. Similarly control signals and operating characteristics of the one or more generators are fed forward to the one or more loads through the master controller to determine input control parameters for the one or more loads. Using feed-forward as well as feed-back loops to exchange generator output and load set-point information, power balance between the generator units and controlled loads is maintained within an operating envelope.