Design of Hospital Equipment Control System Based on SOA
As a very popular system architecture design idea,service oriented architecture(SOA)is widely applied in various sys-tem designs.The research object is an SOA-based hospital equipment control system.The equipment control system has the real-time monitoring of medical equipment,visual display of historical equipment use information,status information,maintenance information,and real-time monitoring of all equipment in the hospital.The system uses web service technology to realize the SOA architecture ide-a,and realizes the service governance of complex logical relationships between internal function modules through the distributed archi-tecture design method.In addition,in order to solve the key equipment state perception and fault early warning in medical equipment control,a device state perception and fault early warning algorithm based on actor-critic reinforcement learning algorithm is researched and designed.Experiments show that after multiple iterations,the prediction accuracy of the algorithm reaches up to 97.9％.The al-gorithm can effectively realize the state perception and fault warning of medical equipment.After the deployment,testing and verifica-tion of the system,it can effectively complete the requirements of set functions and non-functions at the beginning of the project and undertake the tasks of hospital medical equipment management.
SOAweb servicehospital equipment control systemreinforcement learningactor-critic algorithms
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