no code implementations • 5 Dec 2023 • Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
The Health Index (HI) is crucial for evaluating system health, aiding tasks like anomaly detection and predicting remaining useful life for systems demanding high safety and reliability.
Semi-supervised Anomaly Detection Supervised Anomaly Detection
no code implementations • 24 May 2022 • Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros
We propose a framework for the configuration and operation of expensive-to-evaluate advanced manufacturing methods, based on Bayesian optimization.
no code implementations • 25 Mar 2021 • Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros
Recent work has shown constrained Bayesian optimization to be a powerful technique for the optimization of industrial processes.