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.