基于SOA的医院设备控制系统设计

Design of Hospital Equipment Control System Based on SOA

摘要:

SOA作为一种非常流行的系统架构设计思想,在各个领域的系统设计中得到了广泛使用,本文的研究对象是一套基于SOA开发的医院设备控制系统。该设备控制系统具备了医疗设备实时监控功能,历史设备使用信息、状态信息、维护信息等的可视化展示功能,以及对医院全部设备的实时监控功能。该系统采用基于web service技术实现SOA架构思想,通过分布式的架构设计方法实现了对系统内部功能模块之间复杂逻辑关系的服务治理。此外,为解决医疗设备控制中关键的设备状态感知和故障预警问题,本文设计了一个基于actor-critic强化学习算法的设备状态感知和故障预警算法,实验表明,经过多轮迭代,该算法的预测准确率高达到97.9%,可以有效实现对医疗设备的状态感知和故障预警。经过对系统的部署、测试和验证,证明了该系统可以有效完成项目开始之初设定的功能性和非功能性需求,可以有效承担医院医疗设备管理的任务。

Abstract:

SOA, a very popular system architecture design idea, has been widely used in system design in various fields. In this paper, a comprehensive tertiary hospital in the south has developed a hospital equipment control system based on SOA. The equipment control system has the function of real-time monitoring of medical equipment, visual display of historical equipment usage information, status information, maintenance information, etc., and real-time monitoring of all hospital equipment. The system adopts web service technology to realize SOA architecture idea and realizes service governance of complex logical relationship between functional modules inside the system through distributed architecture design method. In addition, in order to solve the key problem of device state sensing and fault warning in medical device control, this paper designs a device state sensing and fault warning algorithm based on actor-critic reinforcement learning algorithm, and experiments show that after multiple iterations, the prediction accuracy of the algorithm reaches 97.9%, which can effectively realize the state sensing and fault warning of medical devices. After the deployment, testing and validation of the system, it is proved that the system can effectively fulfill the functional and non-functional requirements set at the beginning of the project, and can effectively undertake the task of hospital medical equipment management.