Yes, sure ....... if you formulate your model in a state-space representation, you can then simply use any linear control approach to control the plant, i.e., state feedback control, optimal control, model predictive control.
If your models are decoupled, it would be easier to design each controller independently. otherwise, it might be preferable to use state space model as Mohamed suggested. As for what approach to pick, it is highly related to the system.