Bringing intelligence in system health management of power systems: From system health monitoring to decision support

13:30-13:55, January 27 @ 2BC

Talk/ Overview

Power systems are safety critical so that faults in such systems are rare. Consequently, faulty conditions typically cannot be used to learn patterns from. Additionally, operating conditions are varying a lot so that training samples captured over limited time periods may not be representative for the entire operating profile. However, if faults occur, they can have important consequences. Fault detection and isolation are, therefore, central tasks in system health management of power systems. Moreover, after detecting the fault, a decision needs to be made about fault mitigating actions. The talk will give insights into current challenges and potential solutions to unsupervised data-driven fault detection and isolation, and how decisions can be supported by multi-agent systems.

Talk/ Speakers

Olga Fink

Professor, ETH Zürich

Talk/ Highlights

22:23

Bringing intelligence in system health management of power systems: From system health monitoring to decision support

With Olga FinkPublished March 12, 2020

AMLD / Global partners