%J Proceedings of the International Conference on Industrial Engineering and Operations Management %T Exergy based multi-state reliability model for a stationary gas turbine %V 8-10 M %I IEOM Society %P 2564 %A T.A. Lemma %A F.M. Hashim %A M.A.B. Abd Majid %D 2016 %L scholars7341 %O cited By 0; Conference of 6th International Conference on Industrial Engineering and Operations Management in Kuala Lumpur, IEOM 2016 ; Conference Date: 8 March 2016 Through 10 March 2016; Conference Code:135628 %X This paper presents a multi-state reliability model for stationary gas turbines. The states are defined by mapping the actual operation data to a normalized exergy space. The state transition intensities are determined idealizing the actual operation data as discrete state continuous time process. The Chapman Kolomogrov equation for a general multi-state model together with the solution method is successfully formulated. The proposed methodology can be applied to any gas turbine or turbomachinery, with the only requirement that the operation data for a sufficiently long period is available. In the present paper, it is applied to two identical single-shaft gas turbines. As it turned out, it was possible to develop three state reliability models for each turbine and predict forced outage rates. The results are applicable for short-term planning of the operation of gas turbines and their maintenance schedules. © IEOM Society International. © IEOM Society International.