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ECE 483. Digital Control Systems Analysis and Design TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: AA A A A AAA A A A Instructor: Jianghai Hu Office: MSEE 220 Tel: 6-2395 Email: jianghai@purdue.edujianghai@purdue.edu Office Hours: Tu 9-10am Textbook – Digital Control System Analysis and Design, C. L. Phillips and H. T. Nagle, 3rd edition, ISBN 0-13-309832-X
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Lec. 1. Control Systems Overview Reading: Chapter 1 What is control? –Use of algorithms and feedback to affect the operation of physical objects of interest (systems) to achieve some desired performance Physical Objects: Plant, Process, System Inputoutput Controller Environmental Perturbations
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Examples of (Digital) Control Systems Digital DC servo control Digital Automated Flight Computer System (AFCS) Digital thermostat
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Continuous-Time (Analog) Control Systems controller plant A simple analog feedback control system: Plants and controllers are continuous-time systems continuous-time input and output signals modeled by linear differential equations, or transfer functions + _
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Example: Satellite Suppose that the antenna of the satellite needs to point to the earth. Thus the satellite can only rotate around a particular axis Output: orientation of the satellite as given by the angle Input: force f generated by reaction of gas jet Satellite is a system with: gas jet
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Example: Satellite Newton’s Second Law: Take Laplace transform (assuming zero initial condition) Torque generated by the thrust f : Total torque Moment of inertia Angular acceleration gas jet System model (time domain) : System model (transfer function):
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Example: DC Motor System Basic motor properties: Generated torque proportional to current: Motor voltage proportional to shaft angular velocity : Servo System is an electro-mechanical system Input: voltage source e(t) Basic circuit properties (KVL): armature resistance Newton law: torque + + - -
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System model (time domain): System model (frequency domain):
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Digital Control Systems Idea: computers have enormous data processing power (intelligence) Sampling and data hold: computer’s clock is discrete-time and plants operate in continuous time A/D and D/A units: values in computer represented by binary strings PlantComputer A/D D/A A typical digital feedback control system: Sensor Data Hold Sampling y(t)y(t) r(t)r(t) T
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Example: Digital Motor Control Sensor A/D D/A Digital Controller + - + - - +
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Diagram of Digital Motor Control Both continuous-time and discrete-time signals present Both Laplace transforms and Z-transform used A/D D/A Digital Controller Motor + -
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Example: Remote Antenna Control Motor Power Amplifier Receiver Decoder Encoder Binary code Digital reference input signal Digital Filter wireless communication channel K Antenna D/A Receiver Decoder
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Other Forms of Digital Control Systems
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Digital Control System Analysis Plant: still modeled by a Laplace transfer function G(s) Computer as the digital controller –Input and output are both discrete-time signals, hence a digital filter –Modeled using a linear difference (recursion) equation –Or through z-transform as a transfer function in z So a mixture of s-transfer functions and z-transfer functions What about the A/D, D/A, sampling, and data hold? –They cannot be modeled as transfer functions! –This is the key difficulty of analyzing digital control systems
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Digital Controller Design For a given system, design the digital controller for –Reduced steady-state error –Faster transient response –Disturbance rejection –Low sensitivity to modeling error Design methods –Root locus design –Frequency response design –Direct design method
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Summary of Course Content Digital System Modeling –How to construct math model of a digital controller/system? Digital Control System Analysis –What is system output under an arbitrary input? Digital Controller Design –How to design digital controller so that the system output behaves desirably?
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