This is a subproject (WP6) within the Center of Offshore Mechatronics (Center of Research-Driven Innovation SFI)
Funding: Researcher Project, Research Council of Norway
Principal Investigator: Prof. Baltasar Beferull-Lozano
Topic: Our goal is to investigate analytical methods and network designs that aggregate the information from different components, exploit their correlated behaviors, utilizing novel data mining adaptive methods (e.g. Graph Signal Processing, Machine Learning) to predict and detect “unexpected” anomalies in system behavior or changes in the performance of different types of (sequential or in-loop) processes. The main blocks of work will be: Data Acquisition and Integration, Efficient Data Storage and Processing, Expert Models and Data Analytics, High-level Analysis and Alerting Tools.
Role: Technical coordination of WP6
Period: 2015 – 2023