Integrated mission reliability modeling based on extended quality state task network for intelligent multistate manufacturing systems

•Operational quality evolution mechanism of intelligent multistate manufacturing systems is expounded.•EQSTN is established to characterize the functional fitness quality of manufacturing system.•Integrated mission reliability model based on EQSTN is presented.•An industrial example of an intelligent multistate manufacturing system is implemented.