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Fault Diagnosis of DCS SMPSs in Nuclear Power Plants Based on Machine Learning
Distributed control system (DCS) is the core digital instrumentation and control (I&C) equipment and research related to its predictive maintenance...
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Generation Method of Nuclear Power DCS Integrated Test Case Based on Symbolic Execution
In order to solve the problem of low degree of automation in the integration test of digital instrumentation and control system of nuclear power...
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A Method for Generating Set of Test Cases for Nuclear Power DCS Combination Based on Contract Model
Aiming at the need to solve the problem of complex interaction of parameters and difficulty in determining the combination strength in the...
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Remaining useful life estimation using accelerated degradation test, a gamma process, and the arrhenius model for nuclear power plants
Predictive maintenance can be performed in nuclear power plants to prevent the failure of their components and equipment. Estimating the remaining...
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SVM and Naïve Bayes Models for Estimation of Key Process Variables in Nuclear Power Plant
This paper dwells on data modeling techniques for develo** an expert system that shall suggest the operator of a nuclear power plant the...
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Power Grid and Electrical Power System Security
Automation in power systems has a very long tradition. Nowadays automatic generation control and sophisticated communication devices are equipped...
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Risk Prediction Techniques for Power Control System Network Security
As a fundamental energy infrastructure, the power system has a direct impact on people’s daily lives and production. If the security of the...
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Study on Human–Machine Interface Design of Nuclear Power Plant Control Room
The first generation of nuclear power plant control room is mainly based on analog technology. The second-generation control room is a “hybrid”...
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Operator Error Types in a DCS of a Nuclear Power Plant
Operators monitor and control the plant system on video display units (VDUs) in a digital control system (DCS) of a nuclear power plant. Before VDUs,...
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Advanced Simulator Data Mining for Operators’ Performance Assessment
This chapter covers the use of data mining operations associated with power plant simulations for training and other purposes, such as risk...
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Robotics and Artificial Intelligence in the Nuclear Industry: From Teleoperation to Cyber Physical Systems
This book chapter looks to address how upcoming technology can be used to improve the efficiency of decommissioning processes within the nuclear...
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Prognostics of Aluminum Electrolytic Capacitors Based on Chained-SVR and 1D-CNN Ensemble Learning
Distributed control systems (DCSs) have been playing a vital role in the safe and reliable operation of nuclear power plants. The switched-mode power...
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Fault prediction of pneumatic valves in an LNG plant by the DGM(1, 1) model
Stop production and overhaul is an annual work of LNG (Liquefied Natural Gas) plant. However, the shutdown maintenance work under different market...
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Reliability Analysis of Operations in the DCS of a Nuclear Power Plant Based on Accident Simulation
With the development of computer technology, the operation environment of main control rooms in modern nuclear power plants (NPP) has considerably...
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On transitioning from PID to ADRC in thermal power plants
This paper focuses on the recent progress in the adoption of active disturbance rejection control (ADRC) in thermal processes as a viable alternative...
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Study on the Randomness of EOM Behavior in a Nuclear Power Plant
Is EOM behavior a stochastic process? If it is, does this randomness come with certain conditions? Are there some environmental factors playing a...
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Effect of Europium Complexation on N,N,N′,N′-Tetraoctyldiglycolamide Degradation Against Gamma Radiation
Diglycolamide extractants (DGAs) are playing an important role for many of aqueous separation processes under development for the advanced nuclear...
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Framework of Performance Sha** Factors for Human Reliability Analysis of Digitized Nuclear Power Plants
The state-oriented procedures (SOP) have been applied to the digitized nuclear power plants (NPPs) in China, which makes the operation of operators...
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Beyond COSS: Human Factors for Whole Plant Management
A Computerized Operator Support System (COSS) has been envisioned and prototyped for nuclear power plant (NPP) operations. The COSS supports operator...
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SCADA System of Pipelines
This chapter intends to describe a broad and comprehensive understanding of supervisory control and data acquisition (SCADA) systems, examining its...