Development of a Software System Based on Microservice Architecture for Flaw Detection of Industrial Products
Alexander V. Peshkov · 2024
This paper presents the results of developing a prototype software system for detecting fine defects in industrial products. The core of the computing unit contains a previously developed computational-heuristic algorithm that allows detecting thin defects in the product under study based on a priori information about the reference sample of this product. The developed software system is designed on the basis of a microservice architecture, which allows dividing a monolithic application into independently operating modules. The paper also presents an algorithm for generating cracks in the object model, which allows creating the necessary set of test data close to real ones. The presented results demonstrate a significant increase in system performance compared to the previous implementation due to the use of a multi-threaded approach. The developed prototype of the system can be further developed and used to solve real problems in the field of industrial flaw detection.