Dr. Vadim Zaytsev — initiatives
ZORRO is a research project funded by NWO and carried out by a multidisciplinary consortium consisting of University of Twente, Vrije Universiteit, Saxion, TNO-ESI and industrial partners ASML, Canon Production Printers, ITEC, Philips, and ThermoFisher Scientific.
Diagnostics is a key technique to reduce downtime in complex systems: by identifying the root causes of (potential or actual) system failures, appropriate corrective and preventive measures can be taken. Recent technological advances in sensor technology, data analytics and the Internet-of-things have put forward Intelligent Diagnostics, replacing the traditional human-based diagnosis: by equipping systems with appropriate sensors, AI algorithms can detect anomalies and relate these to potential root causes
While Intelligent Diagnostics have shown successes on small components, ZORRO aims to scale up this technology to tackle the sheer complexity of cyber-physical systems (CPS). ZORRO’s focus is on four major challenges that hindered Intelligent Diagnostics for CPSs thus far:
Dr. Vadim Zaytsev — initiatives