图书简介

Overview of Mold Oscillator, Distortion Problem Diagnostics, and Solution; Introduction to Software Testbed; Introduction to Signals and Discrete and Continuous Spectra; Aggregated Linear Time-Invariant System Representation; Effect of Pole-Zero Structure on System Response; Basic Filtering; Loading and System Integration; Sensing and Actuation as System Integration Tools; Basic Instrumentation; Sampling and Data Acquisition; Introduction to System Identification; Introduction to Fourier Analysis — Exponential Fourier Series, Windowing, Fourier Transform, Discrete Fourier Transform (DFT), Fast Fourier Transform, Deterministic Signal Diagnostics Using DFT, Discrete Time Fourier Transform (DTFT); Nonparametric Linear System Models; Finding System Models From Test Data; Noncausal Convolution; Continuous Time and Discrete Time Ideal and Real Filtering; Butterworth Filter Design; Filter Implementation; Noisy Data Models; Discrete-continuous Spectral Analysis Using Correlation, Periodic Autocorrelation and Power Spectral Density in Continuous and Discrete Time; System Diagnostics Through Multiscale Discrete-continuous Spectral Analysis of Noisy Data; Introduction to Control Systems; Basic Control Actions; PID Control; Basic Controller Design; Internal Model Principle (IMP), IMP-based Solution of Mold Oscillation Problem; Wavelets, Hilbert-huang Transform, Computer Audio Equalization and Image Edge Detection, Neural Networks and Machine Learning; Appendices on Transforms, Introduction to Random Signals, Basic Sensors and Actuators, and Testbed Development Using Coupled Timoshenko Beam Models

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