Reliability analysis of systems considering clusters of dependent degrading components

•A new system reliability model is developed for complex multi-component systems when each component experiences multiple failure processes, and component degradation paths are stochastically dependent.•Degradation paths of different components are clustered into different classes corresponding to different operational conditions or stresses.•The new reliability model, considering stochastically dependent degradation paths among components, can be more realistic and practical for some applications.