Gas turbine modeling based on fuzzy clustering algorithm using experimental data

A Benyounes, A Hafaifa, M Guemana - Applied Artificial …, 2016 - Taylor & Francis
The development of reliable mathematical models for nonlinear systems has been a primary
topic in several industrial applications. This work proposes to examine the application of …

Application of nonlinear multivariable model predictive control to transient operation of a gas turbine and NOX emissions reduction

TS Pires, ME Cruz, MJ Colaço, MAC Alves - Energy, 2018 - Elsevier
This work aims to apply a multivariable nonlinear model-based predictive control strategy
(MPC) to avoid unsafe or inappropriate operation of gas turbines, while reducing NO x …

Model reduction and MIMO model predictive control of gas turbine systems

AP Wiese, MJ Blom, C Manzie, MJ Brear… - Control Engineering …, 2015 - Elsevier
This paper presents the development and experimental implementation of an online, fully
nonlinear model predictive controller (NMPC) for a gas turbine. The reduced-order, internal …

[PDF][PDF] Faults detection in gas turbine rotor using vibration analysis under varying conditions

B Djaidir, A Hafaifa, A Kouzou - Journal of theoretical and applied …, 2017 - ptmts.org.pl
Monitoring of rotating machines is a very important task in most industrial sectors, which
requires a chosen number of performance indicators during the exploitation of such kind of …

Robust control of speed and temperature in a power plant gas turbine

E Najimi, MH Ramezani - ISA transactions, 2012 - Elsevier
In this paper, an H∞ robust controller has been designed for an identified model of
MONTAZER GHAEM power plant gas turbine (GE9001E). In design phase, a linear model …

A novel dynamic modeling of an industrial gas turbine using condition monitoring data

A Mehrpanahi, A Hamidavi, A Ghorbanifar - Applied Thermal Engineering, 2018 - Elsevier
For some of the existing gas turbines, there is no standard documentation, so non-OEM
(Original Equipment Manufacturer) companies will encounter problems for upgrading the …

Dynamic modeling of an industrial gas turbine in loading and unloading conditions using a gray box method

A Mehrpanahi, G Payganeh, M Arbabtafti - Energy, 2017 - Elsevier
Using industrial gas turbines is on the rise because of their flexibility and structural diversity
in different conditions and different industries. One of the multi-axial turbines produced in …

Coordinated intelligent control strategy and power management for marine gas turbine under pulsed load using optimized neural network

J Wen, J Lu, C Spataru, Y Weng, X Lv - Energy, 2024 - Elsevier
Faced with the challenges of potentially irreversible damage due to instantaneous large
pulsed power loads onboard, considering all-electric ship's small power grid capacity and …

Neural network monitoring system used for the frequency vibration prediction in gas turbine

MB Rahmoune, A Hafaifa… - 2015 3rd International …, 2015 - ieeexplore.ieee.org
Rotating machines are widely used in the industry; all these machines in operation produce
vibrations phenomena caused by dynamic forces generated in moving parts of these …

Model Predictive Control of a Solar Power System with Microturbine and Thermochemical Energy Storage

G Xiao, J Yang, D Ni - Industrial & Engineering Chemistry …, 2022 - ACS Publications
This paper presents the model predictive control (MPC) application on the solar power
system with microturbine and thermochemical energy storage (TCES). To investigate the …