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- W140394652 abstract "One of the important components in nuclear reactor safety systems is the temperature measurement systems. The time response characteristics of the resistance temperature detector (RTD), the type of sensor used in PWR safety systems, is commonly represented by the time constant, which is defined as the time required to achieve 63.2% of steady-state value following a unit step change in the input. The time constant of an RTD can be measured in a laboratory by a plunge test. The results of the plunge test performed in a laboratory may not reflect the time constant of an RTD installed in a nuclear power plant. An in situ testing method called the loop current step response (LCSR) test can be applied to measure the response transients of RTDs installed in a nuclear power plant. In an LCSR test, heat is generated by passing a current through the sensing wire. A transformation has been developed to achieve the desired time constant from the LCSR response transient. However, this transformation involves complicated computation, highly trained personnel, and specialized equipment to obtain the time constant of the RTD. Because of these difficulties, a back-propagation neural network has been developed to predict the time constant frommore » LCSR response transients.« less" @default.
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- W140394652 date "1991-01-01" @default.
- W140394652 modified "2023-09-24" @default.
- W140394652 title "Application of neural networks to measurement of temperature sensor response time" @default.
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