Status of research and development of learning-based approaches in nuclear science and engineering: A review
Nuclear technology industries have increased their interest in using data-driven methods to
improve safety, reliability, and availability of assets. To do so, it is important to understand …
improve safety, reliability, and availability of assets. To do so, it is important to understand …
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 …
System-level modeling, analysis and coordinated control design for the pressurized water reactor nuclear power system
C Cui, J Zhang, J Shen - Energy, 2023 - Elsevier
A flexible operation of the nuclear power system (NPS) over a large operating range is
emphasized when it is used as marine power. The current study exposes two bottlenecks in …
emphasized when it is used as marine power. The current study exposes two bottlenecks in …
Contingency model predictive control for automated vehicles
We present Contingency Model Predictive Control (CMPC), a novel and implementable
control framework which tracks a desired path while simultaneously maintaining a …
control framework which tracks a desired path while simultaneously maintaining a …
Multi-objective optimization of thermal power and outlet steam temperature for a nuclear steam supply system with deep reinforcement learning
The nuclear steam supply system (NSSS) is a critical component of a nuclear power plant
that produces steam for electricity or cogeneration. However, the performance of current …
that produces steam for electricity or cogeneration. However, the performance of current …
Power-pressure coordinated control of modular high temperature gas-cooled reactors
Modular high temperature gas cooled reactor (mHTGR) adopts helium as coolant and
graphite as both the moderator and structural material, whose fuel element is built by …
graphite as both the moderator and structural material, whose fuel element is built by …
Robust optimal-integral sliding mode control for a pressurized water nuclear reactor in load following mode of operation
KK Abdulraheem, SA Korolev - Annals of Nuclear Energy, 2021 - Elsevier
A nuclear reactor is a complex, nonlinear, and time-varying system. External disturbances
and uncertainty due to neutronic and thermal-hydraulics parameters variation contribute to …
and uncertainty due to neutronic and thermal-hydraulics parameters variation contribute to …
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 …
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 …
controlling its global power in load following mode. The nonlinear state space model has …
Multilayer perception based reinforcement learning supervisory control of energy systems with application to a nuclear steam supply system
Energy system optimization is important in strengthening stability, reliability and economy,
which is usually given by static linear or nonlinear programming. However, the challenge …
which is usually given by static linear or nonlinear programming. However, the challenge …
Nonlinear model predictive control using feedback linearization for a pressurized water nuclear power plant
The present work aims to introduce a nonlinear control scheme that combines intelligent
feedback linearization (FBL) and a model predictive control (MPC) for a pressurized water …
feedback linearization (FBL) and a model predictive control (MPC) for a pressurized water …