This special session deals with the problem of machines command. The goal is to discuss the nonlinear problems. Particular attention will be devotedidentification. Then, the session will explore recent approaches in identification end control of nonlinear systems. Further, this session call for papers about the latest research concepts in stabilization of electrical systems.