분산 전문가 시스템의 기능을 갖는 이산사건 시뮬레이션

Discrete Event Simulation with Embedded Disσibuted Expert System: Application to Manufacturing Process Monitoring and Diagnosis

One of the components that constitute the simulation models is the state variables whose ues are detennined by the time related simulation process. Embedding rule-based expert systems into the simulation models should provide a systematic way of handling these time-dependent variables without distracting the essential problem solving capabilities of the expert systems which are well suited for expressing the decision making function of complex cases. The expert system, however, is inefficient in dealing with the time elapsing characteristics of target system compare to the simulation models. To solve the problem, this paper provides an interruptible inference engine whose inferencing process can be interrupted when the variables’ value, which are used as the parameters of the rules, are not yet determined due to the time dependent nature of the state varariables. The process is resumed when the variables are ready. The elapse of time is calculated by time-advance function of the simulation model to which the eexper system has been embedded. The example modeling shown exploits the embedded interruptible inferencing capability for the controlling and monitoring of metal grating process.