摘要
由于信息通信装备的特殊性,战时有着严格的区域保障要求。为提高战时信息通信装备区域保障系统的综合能力,设计基于Smart Client模式的战时信息通信装备区域保障系统。基于Smart Client模式设计系统架构,在装备综合能力评估模块中构建战时信息通信装备综合能力评估模型。在故障预测诊断模块中,基于模拟退火粒子群算法与相关向量机建立信息通信装备的故障预测诊断模型。设计多个数据库表以存储各种系统数据,完成数据库模块的设计。系统测试结果表明,设计系统的查询反应时间低于2 000 ms,综合能力评估误差、装备区域故障预测诊断的RMSE均较低,可有效提高战时信息通信装备区域保障系统的综合能力。
There are strict regional support requirements in wartime due to the particularity of information communication equipment. In order to improve the comprehensive capability of wartime information communication equipment regional safeguard system,a wartime information communication equipment regional safeguard system based on Smart Client mode is designed. The system architecture is designed based on Smart Client mode. The evaluation model for comprehensive capability of wartime information communication equipment is built in the equipment comprehensive capability evaluation module. In the fault prediction and diagnosis module, the fault prediction and diagnosis model of information communication equipment is established on the basis of simulated annealing particle swarm optimization algorithm and correlation vector machine. Multiple database tables is designed to store various system data and complete the design of database module. The system test results show that the query response time of the designed system is less than 2 000 ms,the comprehensive capability evaluation error and RMSE of equipment area fault prediction diagnosis are low,which can effectively improve the comprehensive capability of area safeguard system for the wartime information communication equipment.
作者
张凯
姜楠
ZHANG Kai;JIANG Nan(Department of Logistics Command,Army Logistics Academy,Chongqing 400030,China)
出处
《现代电子技术》
2023年第5期1-4,共4页
Modern Electronics Technique
基金
军队资助课题重点课题(JY2020B108)。
