Research And Implementation Of Intelligent Equipment Maintenance Based On Micro-services Architecture

In recent years,with the continuous advancement of the military informationization strategy,the informatization construction of the military level of informatization has been significantly improved.This paper studies the intelligent equipment maintenance technology based on micro-service architecture.The typical micro-service components of each stage of equipment maintenance are designed,and the recommendation algorithm based on machine learning is proposed for the existing retrieval and maintenance schemes.The main work of this paper is:(1)Analyzed the characteristics of existing information system architecture at home and abroad and the status quo and shortcomings of equipment maintenance,and proposed a micro-service-based overall solution.(2)Based on the research of related technologies and research needs,the micro-service publishing architecture based on cloud platform and application store is proposed,and the overall architecture,application logic architecture and interface design are designed.(3)The intelligent retrieval and recommendation scheme of equipment maintenance scheme is proposed.The relevant dictionary expansion and training are carried out for the tokenizer,and the maximum similarity recommendation scheme based on word vector calculation is proposed.(4)The related function test and deployment test are carried out for the typical function implementation.The results show that the micro-service-based intelligent equipment maintenance system proposed in this paper is flexible to deploy,and each component can be scheduled and installed as needed,which greatly improves the information maintenance management of equipment maintenance.