Desarrollo de un software para programación dinámica e integración de módulos de inteligencia artificial en autómatas programables para la división de innovación de la empresa Orange SA

Abstract

This document describes the design of software focused on dynamic programming and the integration of artificial intelligence modules in programmable logic controllers (PLCs). The design process covers an exploration of the current landscape and key features of cyber-physical systems, with an emphasis on implementing artificial intelligence and various types of connectivity with PLCs. The development of algorithms aimed at optimizing the performance of a cyber-physical system through the integration of an artificial intelligence module on a PLC is proposed. Additionally, in the semi-real environment, a predictive and self-corrective maintenance model was implemented. The testing environment was developed using Docker containers, integrating OpenPLC, InfluxDB, Node-RED, and Grafana, which allowed for efficient management of fault monitoring and correction. The entire system was linked and tested in an application called FactoryIO, which simulates the semi-real environment and, through a custom-designed menu, facilitates the evaluation of the predictive and self-corrective system. This ensures the robustness and responsiveness of the system in real-world scenarios.