Evolution of an "Smart Product" project for a linear belt-driven motion system from TRL 4 to TRL 6.

The objective of this work is to advance the development of intelligent products from Technology readiness level (TRL) 4 to TRL 6. This advancement will be achieved by developing efficient data analysis methods and integrating algorithms with intelligent hinges, thereby enhancing the functionality and performance of these systems. This research is crucial as it addresses the growing need for precision and efficiency in various industries that rely on automation and intelligent technologies, particularly in the context of Industry 4.0 and smart edge solutions.The focus of this study is on linear belt drive motion systems and encoder detection systems. Linear belt drive systems are common in industrial processing and transportation, where the condition of the belt during transportation needs close attention to better monitor and prevent failures. Therefore, this work emphasizes developing algorithms to visually reflect the current state of the belt through the encoder detection system, integrating this with intelligent hinges to transition product testing from the laboratory to real-world environments.