Comparison of the error-integral performance indexes in a GA-tuned PID controlling system of a PWR-type nuclear reactor point-kinetics model
SMH Mousakazemi - Progress in Nuclear Energy, 2021 - Elsevier
The control of a nuclear power plant is important due to its nonlinear dynamics. An optimized
proportional–integral–derivative (PID) controller is a popular tool to this end. PID is tuned by …
proportional–integral–derivative (PID) controller is a popular tool to this end. PID is tuned by …
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 …
reactor and its power system, equipment, process, and parameters. The performance of the …
Algorithm for autonomous power-increase operation using deep reinforcement learning and a rule-based system
The power start-up operation of a nuclear power plant (NPP) increases the reactor power to
the full-power condition for electricity generation. Compared to full-power operation, the …
the full-power condition for electricity generation. Compared to full-power operation, the …
Modeling and control of nuclear reactor cores for electricity generation: A review of advanced technologies
G Li, X Wang, B Liang, X Li, B Zhang, Y Zou - Renewable and Sustainable …, 2016 - Elsevier
This investigation is to review advanced technologies for modeling and control of reactor
cores in nuclear power plants for electricity generation. A reactor core in a nuclear power …
cores in nuclear power plants for electricity generation. A reactor core in a nuclear power …
[HTML][HTML] New design of variable structure control based on lightning search algorithm for nuclear reactor power system considering load-following operation
M Elsisi, H Abdelfattah - Nuclear Engineering and Technology, 2020 - Elsevier
Reactor control is a standout amongst the most vital issues in the nuclear power plant. In this
paper, the optimal design of variable structure controller (VSC) based on the lightning …
paper, the optimal design of variable structure controller (VSC) based on the lightning …
Autonomous operation algorithm for safety systems of nuclear power plants by using long-short term memory and function-based hierarchical framework
With the improvement of computer performance and the emergence of cutting-edge artificial
intelligence (AI) algorithms, an autonomous operation based on AI is being applied to many …
intelligence (AI) algorithms, an autonomous operation based on AI is being applied to many …
Computational effort comparison of genetic algorithm and particle swarm optimization algorithms for the proportional–integral–derivative controller tuning of a …
SMH Mousakazemi - Annals of Nuclear Energy, 2020 - Elsevier
Power level control is important in nuclear power plants, and some dynamic parameters
depend on the output power. One of the popular controllers is proportional–integral …
depend on the output power. One of the popular controllers is proportional–integral …
Application of artificial intelligence in detection and mitigation of human factor errors in nuclear power plants: a review
M Sethu, B Kotla, D Russell, M Madadi, NA Titu… - Nuclear …, 2023 - Taylor & Francis
Human factors and ergonomics have played an essential role in increasing the safety and
performance of operators in the nuclear energy industry. In this critical review, we examine …
performance of operators in the nuclear energy industry. In this critical review, we examine …
Dynamic analysis of hybrid energy systems under flexible operation and variable renewable generation–Part I: Dynamic performance analysis
HE Garcia, A Mohanty, WC Lin, RS Cherry - Energy, 2013 - Elsevier
Dynamic analysis of HES (hybrid energy systems) under flexible operation and variable
renewable generation is considered in this two-part communication to better understand …
renewable generation is considered in this two-part communication to better understand …
Robust on-line diagnosis tool for the early accident detection in nuclear power plants
Any loss of coolant accident mitigation strategy is necessarily bound by the promptness of
the break detection as well as the accuracy of its diagnosis. The availability of on-line …
the break detection as well as the accuracy of its diagnosis. The availability of on-line …