Modern Intelligent Instruments - Theory and Application

Modern Intelligent Instruments - Theory and Application

His text book serves as a guide for readers learning about the technical design of intelligent instruments, that is, instruments designed to collect information about the performance of other ...
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The Data Processing Technology of Intelligent Instruments

Pp. 48-90 (43)

Changjian Deng

Abstract

In this chapter, we will discuss the measurement uncertainty in intelligent instruments; the data processing algorithms in industrial intelligent instruments; the inverse problem and its processing method; the intelligent computing includes the deep learning and machine learning arithmetic in the intelligent instrument design.

Keywords:

CNN, DAS channel, Deep learning, FFT, Inverse problem, Machine learning, Neural Networks, PID, Software filter, SPWM, Uncertainty.

Affiliation:

Chengdu University of Information Technology Chengdu, Sichuan China.