A new recurrent radial basis function network-based model predictive control for a power plant boiler temperature control

J Tavoosi, A Mohammadzadeh - International Journal of Engineering, 2021 - ije.ir
… In this paper, a new radial basis function network-based model predictive control (… boiler.
For the first time in this paper the Laguerre polynomials are used to obtain local boiler models

[HTML][HTML] Multiple-input multiple-output Radial Basis Function Neural Network modeling and model predictive control of a biomass boiler

GK Alitasb, AO Salau - Energy Reports, 2024 - Elsevier
… of Radial basis function based neural network model of biomass boiler system with model
predictive … the response of biomass boiler which is a 4 × 3 MIMO model with and without using

Modeling of a steam boiler operation using the boiler nonlinear mathematical model

M Trojan - Energy, 2019 - Elsevier
… is the steam boiler nonlinear mathematical model. The furnace chamber heat transfer is
modelled … [19] used the first principle law to develop a nonlinear dynamic model of a boiler. The …

[HTML][HTML] Nonlinear predictive control for a boilerturbine unit based on a local model network and immune genetic algorithm

H Zhu, G Zhao, L Sun, KY Lee - Sustainability, 2019 - mdpi.com
… A nonlinear dynamic model representing a 500 MW subcritical BT unit in Shentou #2 power
… to the widely-used radial basis function network (RBFN) model, each local model in the LMN …

Optimization of Coordinated Control System on Radial Basis Function Neural Network

Y Ni, S Chen - IOP Conference Series: Materials Science and …, 2020 - iopscience.iop.org
… of the system, a 300MW unit model is adopted in this paper. After analyzing its dynamic
characteristics, we decide to use … The load control system of the unit generates boiler and turbine

Optimal Tracking Control of the Boiler-turbine System Based on Adaptive Dynamic Programming

Y Liu, A Gao, Q Wei - 2021 International Joint Conference on …, 2021 - ieeexplore.ieee.org
… This model has been widely used in drum boiler turbine system modeling and control … ,
model predictive control and adaptive control have been applied to drum boiler turbine system in …

[HTML][HTML] Modeling and Finite-Horizon MPC for a Boiler-Turbine System Using Minimal Realization State-Space Model

J Wang, B Ding, P Wang - Energies, 2022 - mdpi.com
… output radial basis function-based auto-regressive model with … drawbacks of controlling
boiler-turbine system: linearization … the inherent non-linear dynamics of boiler-turbine system and …

[PDF][PDF] Nonlinear rotor dynamic design of turbine-generator shaft trains applying numerical continuation

I Gavalas - 2022 - dspace.lib.ntua.gr
… The nonlinear dynamics of turbine generator shaft trains for power generation are investigated
in this thesis. Realistic models of rotors, pedestals, and nonlinear … The boiler uses an heat …

Robust model predictive control with bi-level optimization for boiler-turbine system

L Wang, Y Cai, B Ding - IEEE Access, 2021 - ieeexplore.ieee.org
… In this paper, the nonlinear dynamics of the boiler-turbine system is approximated by a global
LPV model … -turbine system using a radial basis function neural network,’’ Int. J. Robust …

[HTML][HTML] Steam turbine rotor stress control through nonlinear model predictive control

S Dettori, A Maddaloni, F Galli, V Colla, F Bucciarelli… - Energies, 2021 - mdpi.com
… market requires operating steam turbines that have … system based on the Nonlinear Model
Predictive Control (NMPC) technique, which allows to speed up the start-up of steam turbines