Design And Implementation Of Wire Rope Condition Monitoring Management System Based On Java

Steel wire rope is an important component of material handling machinery,mainly used for lifting and carrying.During the use process,due to various factors,wire breakage may occur to varying degrees,resulting in reduced use strength,and even fracture,leading to casualties and economic losses.Therefore,designing and implementing a system capable of real-time monitoring and managing the broken wire damage status of steel wire ropes is of great significance in ensuring the safety of personnel and equipment.With the development of the Internet and the Internet of Things technology,it is possible to develop a monitoring and management system for broken wire status of steel wire ropes to achieve real-time monitoring and management of the status of steel wire ropes.This research takes the steel wire rope condition monitoring and management platform of a certain institution as the research direction.Through the research on Java’s Spring Cloud framework and front-end Vue framework technology,using the development mode of front and rear end separation,a steel wire rope condition monitoring and management system has been designed and developed,realizing the monitoring and management of steel wire rope breakage status.In the process of developing a steel wire rope condition monitoring and management system,the following aspects of work are mainly included:(1)Quantitative identification of broken wire damage was conducted on the steel wire rope.Firstly,the characteristic values of wire rope damage information were selected and normalized.Next,I studied the artificial neural network and compared it with the RBF network.Finally,I chose the RBF neural network to establish a model for quantitative identification of wire rope breakage damage.(2)Analyze the system requirements and design the system architecture.Firstly,the key technologies were selected,including the relevant components in the Spring Cloud framework,the Vue framework used in the front end of the page,the persistence layer related databases(My SQL,Redis,Influx DB),and the MQTT message protocol.Then,the use case analysis,feasibility analysis,business requirements analysis,and non functional analysis of the system are conducted.Finally,the system architecture is designed.(3)According to the specific requirements of the system,the relevant microservice functions and visual interface design schemes are specifically implemented.Firstly,a development environment was established,and a persistence layer database was designed to store data using My SQL,Redis,and Influx DB;Subsequently,the microservice component was configured,using Nacos for service registration and discovery,Dubbo for remote service invocation,and Gateway for gateway interception;Then,the micro service module of the system is implemented,including user micro service,wire rope micro service,data micro service,and enterprise micro service.Then,design and implement a visual interface,including user management,wire rope project and wire rope equipment management,wire rope status monitoring and statistics,and enterprise management page design and implementation.Use Vue and Element-UI to complete page layout,use JSON to complete data interaction with the back-end,and use Alibaba Cloud OSS to complete image storage.(4)Testing and functional verification of the system.First,functional testing of the microservice component configuration is conducted,followed by testing of the business function modules of the system,including two modules: the client side and the administrator side.Finally,the performance of the system is tested.The results show that the system can complete the prediction function and meet the actual use needs of users of the steel wire rope condition monitoring and management system.