This recurrent neural network model exploits historical data measured from machine sensors to perform inference on future usage and detect possible future faults in the machine itself. Explainability metrics targets sensor groups and are powered by the SH...
This regression model exploits historical data measured from machine sensors to perform inference on future usage and detect possible future faults in the machine itself. Explainability metrics targets sensor groups and are powered by the SHAP library.
Semantical production description using OWL ontologies as enabler for semantic matchmaking.
Advanced data-driven techniques for better insight into industrial production processes and their optimization
Advanced automated design of simulation models and their use of soft-sensors
EU-funded XMANAI project deals with bringing explainable AI to the Industry, and this asset is an example of the models developed during the project.
The AI4CNC experiment is designed to develop a Federated Learning System Platform for CNC machines to estimate tool wear through AI models and secure data sharing. The main objective is to use data from TEKNOPAR's CNC machines and sensors to estimate tool...
In the increasingly demanding labor world, it’s more important than ever to assess your skills and invest your time in suitable training for your career goals.
STAR developed and made available online the framework for auditing the trustworthiness of AI systems. It covers different aspects of AI trust, including technical/technological, organizational/management, and social/ethical aspects.
With the growth and improvement of production automation in manufacturing, Artificial Intelligence (AI) systems must be safe, trusted, and secure, even when operating in dynamic, unstructured and unpredictable environments. In this regard, one of the STAR...
"Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI" Upcoming Book (1st Quarter 2024) published by Springer!
We are excited to announce that the STAR Results in Brief article has been published under the Results Pack on human-centric manufacturing on the CORDIS website.
STAR participated on "The Manufacturing Partnership Day", which was took place on the 26th of September 2023 in Brussels. The event was co-organized by the European Factories of the Future Research Association (EFFRA) and the Factories of the Future and M...