NARX models for simulation of the start-up operation of a single-shaft gas turbine

H Asgari, XQ Chen, M Morini, M Pinelli… - Applied Thermal …, 2016 - Elsevier
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 …

[BOOK][B] Control of surge in centrifugal compressors by active magnetic bearings: theory and implementation

SY Yoon, Z Lin, PE Allaire - 2012 - books.google.com
Surge Control of Active-magnetic-bearing-suspended Centrifugal Compressors sets out the
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

H Asgari, M Venturini, XQ Chen… - … of Engineering for …, 2014 - asmedigitalcollection.asme.org
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 …

Experimental investigation of stall and surge in a multistage compressor

E Munari, M Morini, M Pinelli… - … of Engineering for …, 2017 - asmedigitalcollection.asme.org
Flow instability conditions, in particular during surge and stall phenomena, have always
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 …

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 …

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 …

[BOOK][B] Gas turbines modeling, simulation, and control: using artificial neural networks

H Asgari, XQ Chen - 2015 - books.google.com
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 …

Measurement and Prediction of Centrifugal Compressor Axial Forces During Surge—Part II: Dynamic Surge Model

E Munari, M Morini, M Pinelli… - … for Gas Turbines …, 2018 - asmedigitalcollection.asme.org
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 …

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 …