The long-term monitoring framework is a novel fully automated in-service framework that allows a wide range of wired and optical sensors to correlate and analyse gathered data from 3D-printed bio-based material outdoors. 

With a focus on non-invasive methods, we introduce a computer vision technology pipeline that allows automated analysis and feedback on monitored bio-composite samples. The framework is easily deployable, cloud-based, and accessible remotely. The tracked data is used for studying material behavior over time in response to environmental factors and lifespan, which is connected to a triggering framework for maintenance.