Neural networks: a systematic introduction
Neural networks: a systematic introduction
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Control Sensor Linearization Using Artificial Neural Networks
Analog Integrated Circuits and Signal Processing
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Thermocouples are temperature sensors of common use in industrial applications. Classical mathematical models for these sensors consist of a set of two to four polynomial expressions reproducing their behaviour in different temperature ranges. In this work we propose a new 'one stage' model for these sensors covering the whole sensing range. The modelization has been carried out with an artificial neural network, which reproduces the sensor behaviour in the whole span, providing even better results than the standard piecewise model.