Research On Optimization Design And Key Technology Of Management Mystem Of Railway Vehicle Operation Safety Monitoring Equipment

With the rapid development of China’s railway industry,railway vehicle operation safety monitoring equipment is constantly deployed on the side of the track and on the train,which makes the management requirements of railway vehicle operation safety monitoring equipment also improve.However,the current railway vehicle operation safety monitoring equipment management system does not apply the concept of life cycle management to daily maintenance management,and there is room for improvement in equipment evaluation and equipment failure prevention and maintenance.In view of the imperfections found in the above research,this paper,by combining the historical information of the equipment,selects suitable state evaluation technology and prediction algorithm,constructs the evaluation and prediction model of the technical state of the railway vehicle operation safety monitoring equipment,completes the optimization design and research and development of various functions of the platform of the railway 5T equipment management system,and realizes the optimization design and development of the railway vehicle operation safety monitoring equipment Life cycle management provides intelligent information support means for evaluation and prediction of technical status of 5t railway equipment.In this paper,the research status of railway equipment management at home and abroad is investigated in depth.Combined with the current background of the lack of intelligent management of railway vehicle operation safety monitoring equipment,the business requirements of railway vehicle operation safety monitoring system equipment in practical application management are analyzed,the overall architecture and functional modules of the system are designed,and the system is optimized And the relevant theoretical basis for reference in the development process is studied.In this paper,the concept of deterioration degree is introduced and the fuzzy evaluation method based on the optimal weight is used to evaluate the technical status of the railway vehicle operation safety monitoring equipment.At the same time,an equipment future status evaluation model based on the LSTM(short and long term memory)cycle neural network is designed,and the information of the whole life cycle of the equipment is collected and sorted out to realize the whole life cycle of 5t equipment Inquiry,through the formal online operation of the equipment,daily operation and maintenance,regular maintenance(overhaul,minor repair and upgrading),equipment scrapping,the information of a series of processes is effectively mined and utilized,so as to assist the formulation of maintenance strategy,provide the basis for predictive maintenance of equipment,and realize intelligent management of 5t equipment.