Methodology to Monitor Early Warnings Before Gas Turbine Trip

E Losi, M Venturini… - … of Engineering for …, 2024 - asmedigitalcollection.asme.org
The current energy scenario requires that gas turbines (GTs) operate at their maximum
efficiency and highest reliability. Trip is one of the most disrupting events that reduces GT …

Prediction of Gas Turbine Trip by Combining Gas Path Measurements and Vibration Signals

E Losi, M Venturini… - … Expo: Power for …, 2023 - asmedigitalcollection.asme.org
As well-known, gas turbine (GT) trip causes a reduction of GT lifespan and makes costs
increase, because of unscheduled stops. Thus, predicting GT trip in advance would allow …

Influence of the trigger time window on the detection of gas turbine trip

E Losi, M Venturini, L Manservigi… - Journal of Physics …, 2022 - iopscience.iop.org
Gas turbine (GT) trip is one of the most disrupting events that affect GT operation, since its
occurrence causes a reduction of equipment remaining useful life as well as revenue loss …

Application of Transfer Learning for the Prediction of Gas Turbine Trip

E Losi, M Venturini… - … Expo: Power for …, 2023 - asmedigitalcollection.asme.org
One of the most disrupting events that reduces gas turbine (GT) availability and also
significantly increases maintenance costs is trip. Given its nature, data-driven …