NARX models for simulation of the start-up operation of a single-shaft gas turbine
In this study, nonlinear autoregressive exogenous (NARX) models of a heavy-duty single-
shaft gas turbine (GT) are developed and validated. The GT is a power plant gas turbine …
shaft gas turbine (GT) are developed and validated. The GT is a power plant gas turbine …
[BOOK][B] Control of surge in centrifugal compressors by active magnetic bearings: theory and implementation
Surge Control of Active-magnetic-bearing-suspended Centrifugal Compressors sets out the
fundamentals of integrating active magnetic bearing (AMB) rotor suspension technology in …
fundamentals of integrating active magnetic bearing (AMB) rotor suspension technology in …
Modeling and simulation of the transient behavior of an industrial power plant gas turbine
This study deals with modeling and simulation of the transient behavior of an Industrial
Power Plant Gas Turbine (IPGT). The data used for model setup and validation were taken …
Power Plant Gas Turbine (IPGT). The data used for model setup and validation were taken …
Experimental investigation of stall and surge in a multistage compressor
Flow instability conditions, in particular during surge and stall phenomena, have always
influenced the operational reliability of turbocompressors and have attracted significant …
influenced the operational reliability of turbocompressors and have attracted significant …
Prediction of gas turbine trip: A novel methodology based on random forest models
E Losi, M Venturini, L Manservigi… - … for Gas Turbines …, 2022 - asmedigitalcollection.asme.org
A gas turbine trip is an unplanned shutdown, of which the most relevant consequences are
business interruption and a reduction of equipment remaining useful life. Thus …
business interruption and a reduction of equipment remaining useful life. Thus …
Statistical rule extraction for gas turbine trip prediction
G Bechini, E Losi, L Manservigi… - … for Gas Turbines …, 2023 - asmedigitalcollection.asme.org
Gas turbine trip is an operational event that arises when undesirable operating conditions
are approached or exceeded, and predicting its onset is a largely unexplored area. The …
are approached or exceeded, and predicting its onset is a largely unexplored area. The …
Structured methodology for clustering gas turbine transients by means of multivariate time series
E Losi, M Venturini, L Manservigi… - … for Gas Turbines …, 2021 - asmedigitalcollection.asme.org
At present, the challenges related to energy market force gas turbine owners to improve the
reliability and availability of gas turbine engines, especially in the ever competitive Oil and …
reliability and availability of gas turbine engines, especially in the ever competitive Oil and …
[BOOK][B] Gas turbines modeling, simulation, and control: using artificial neural networks
Gas Turbines Modeling, Simulation, and Control: Using Artificial Neural Networks provides
new approaches and novel solutions to the modeling, simulation, and control of gas turbines …
new approaches and novel solutions to the modeling, simulation, and control of gas turbines …
Measurement and Prediction of Centrifugal Compressor Axial Forces During Surge—Part II: Dynamic Surge Model
The force acting on centrifugal compressors is an important parameter to be considered
throughout the operating life of these turbomachines. When the compressor is operating in …
throughout the operating life of these turbomachines. When the compressor is operating in …
Measurement and prediction of centrifugal compressor axial forces during surge—Part I: surge force measurements
K Brun, S Simons, R Kurz… - … for Gas Turbines …, 2018 - asmedigitalcollection.asme.org
Centrifugal compressor impellers and shafts are subject to severe fluctuating axial and
radial forces when operating in surge. These forces can cause severe damage to the close …
radial forces when operating in surge. These forces can cause severe damage to the close …