The purpose of this work is to increase the online availability of industrial gas compression installations. By prevention against the failures in gas turbines, used in this gas compression installation. In this work a new vibrations supervision approach based on parity space is used, this will guarantee us the optimal availability of this system. The obtained results show clearly how to ensure a reliable and safe operation in gas compression plants to economically recover the transported gas.