Review of nuclear power plant control research: Neural network-based methods

G Zhou, D Tan - Annals of Nuclear Energy, 2023 - Elsevier
The control systems of nuclear power plants (NPPs) implement the controls of a nuclear
reactor and its power system, equipment, process, and parameters. The performance of the …

Transient analysis and dynamic modeling of the steam generator water level for nuclear power plants

X Sun, F Song, J Yuan - Progress in Nuclear Energy, 2024 - Elsevier
Natural circulating steam generators are extensively applied in pressurized water reactor
units, where the water level control is a tough challenge. During transients, the water level …

[HTML][HTML] A locally linear neuro-fuzzy model for supplier selection in cosmetics industry

B Vahdani, SH Iranmanesh, SM Mousavi… - Applied Mathematical …, 2012 - Elsevier
Supplier selection and evaluation is a complicated and disputed issue in supply chain
network management, by virtue of the variety of intellectual property of the suppliers, the …

Fractional order PID control of steam generator water level for nuclear steam supply systems

A Salehi, O Safarzadeh, MH Kazemi - Nuclear Engineering and Design, 2019 - Elsevier
The main part of nuclear powered system is the nuclear steam supply system (NSSS) to
produce the steam needed for electricity or cogeneration. The NSSS mainly contains the …

Fractional order fuzzy control of nuclear reactor power with thermal-hydraulic effects in the presence of random network induced delay and sensor noise having long …

S Das, I Pan, S Das - Energy Conversion and Management, 2013 - Elsevier
Nonlinear state space modeling of a nuclear reactor has been done for the purpose of
controlling its global power in load following mode. The nonlinear state space model has …

Comprehensive modeling of U-tube steam generators using extreme learning machines

S Beyhan, K Kavaklioglu - IEEE Transactions on Nuclear …, 2015 - ieeexplore.ieee.org
This paper proposes artificial neural network and fuzzy system-based extreme learning
machines (ELM) for offline and online modeling of U-tube steam generators (UTSG). Water …

Gain-scheduled equivalent-cascade IMC tuning method for water level control system of nuclear steam generator

Z Xu, Q Fan, J Zhao - Processes, 2020 - mdpi.com
In this paper, a gain-scheduled equivalent-cascade internal-model-control (IMC) tuning
method for water level control system of nuclear steam generator is presented. First, a water …

[HTML][HTML] The μ–synthesis and analysis of water level control in steam generators

A Salehi, MH Kazemi, O Safarzadeh - Nuclear Engineering and Technology, 2019 - Elsevier
The robust controller synthesis and analysis of the water level process in the U-tube system
generator (UTSG) is addressed in this paper. The parameter uncertainties of the steam …

Water level control of nuclear steam generators using intelligent hierarchical autonomous controller

B Peng, X Ma, H Xia - Frontiers in Energy Research, 2024 - frontiersin.org
The challenge of water level control in steam generators, particularly at low power levels,
has always been a critical aspect of nuclear power plant operation. To address this issue …

Visualization and monitoring dynamic water levels of steam generators based on deep learning

J Chen, Z Huang, B Hu, H Ke, M Lin, Q Wang - Progress in Nuclear Energy, 2024 - Elsevier
In a nuclear power system, the steam generator (SG) is the most important part of the second
loop, and accurate monitoring of the internal water level of the SG has always been a …