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Internal Model Control for DC Motor Using DSP Platform By: Marcus Fair Advisor: Dr. Dempsey
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Outline Problem description Objectives Functional Specs Sub-system Overview Software Design
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Summary Design, build, and test IMC (Internal Model Control) system to control a DC motor 32-bit TMS320F2812 digital signal processor (DSP) Design for IMC controller built in Simulink Input to system uses graphical user interface (GUI) built in Matlab
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Preliminary Work DC Motor block diagrams from Senior Mini- project Also based on DC Motor Speed Control Demo M-files to run software Speed Measurement block in Simulink
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Common Problems in Control Systems Load Changes -Load shaft Plant Changes -Armature Resistor, Armature Inductor, Rotor Inertia, etc Power Supply Changes
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Objectives Build DSP/motor hardware interface Design and build (GUI) Design closed-loop controllers Compare conventional controller results with the IMC method
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Functional Requirements and Performance Specifications Closed-loop operation: Determine optimum gains for controllers Rise time: 20 ms or less Settling time: 100ms or less Overshoot: < or = 5% Steady state error: + or – 5 RPM
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Equipment List GM9236C534-R2 Pittman DC motor Ezdsp F2812 Board LMD18200 H-bridge 3 - SN74LVC4245A voltage shifter 6-Pin DIP Opto-isolator 2N2222A BJT 2 - Diodes Agilent 30V power supply and HP 5V power supply Tektronix Oscilloscope
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Overall Block Diagram
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Dsp board technical specs GenerationTMS320F281x CPU1 C28x Peak MMACS150 Frequency(MHz)150 RAM36 KB OTP ROM2 KB Flash256 KB EMIF1 16-Bit PWM16-Ch CAP/QEP6/2 ADC1 16-Ch 12-Bit ADC Conversion Time80 ns McBSP1 UART2 SCI SPI 1 CAN1 Timers3 32-Bit GP,1 WD GPIO56 Core Supply (Volts)1.9 V IO Supply (Volts)3.3 V
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Inputs and Outputs
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H-bridge Delivers up to 3A continuous output Operates at supply voltages up to 55V Low RDS(ON) typically 0.3W per switch TTL and CMOS compatible inputs No “shoot-through” current Thermal warning flag output at 145°C Thermal shutdown (outputs off) at 170°C Internal clamp diodes Shorted load protection Internal charge pump with external bootstrap capability Internal clamp diodes Shorter load protection Internal charge pump with external bootstrap capability
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Pittman DC Motor Motor Specs Encoder Specs
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Pittman Motor Block Diagram
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Root Locus of Plant
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Bode Plot for Plant
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Software Matlab - Simulink -main m-files -Gui m-files Code Composer Studio 2.0 -Auto-code generation -Communication with Dsp board
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Software flowchart
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Design Work Matlab GUI -Gui m-file Controller Design Iterations -Proportional Controller -Feed-forward Controller -IMC controller
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GUI
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Proportional Controller
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Other Block diagrams
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Proportional Controller
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Proportional Controller Simulink Results
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Proportional Controller Actual Results
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Feed-forward Controller Why Feed-forward Controller? Faster response to command changes than single-loop controllers Less overshoot: More accurate than single-loop controllers Better system for Dc Motor control
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Feed-forward Controller
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Feed-forward Equations C/R = (Gc*Gp + Gp) / (1 + Gp) Desired C/R = 1.0 So Gc = 1/Gp to get desired controller Gain K calculated based on DC gain of plant
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Feed-forward Controller
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Feed-forward Controller Simulink Results
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Feed-forward Controller Actual Results
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Internal Model Controller IMC uses a plant model for disturbance rejection More ideal control system Faster and more robust system
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Internal Model Controller
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IMC Equations C/R = (Gc*Gp)/(1 + Gc*Gp - Gc*Gp’) Desired C/R = 1.0 So Gc = 1/Gp’ = 1/Gp to get desired controller Gain K calculated based on DC gain of plant
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Internal Model Controller
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Internal Model Controller Simulink Results
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IMC Controller Actual Results Hardware didn’t support algebraic loops Unable to Run IMC from processor
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Conclusion Overall Hardware fully functional Functional parts of GUI work correctly/ extra features never implemented All Controllers work in Simulation Only proportional and feed-forward run off hardware
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Questions?
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Feed-Forward Equations C = Gp*(R*Gc + E) E = R - C C = Gc*Gp*R + Gp*R – C*Gp C + C*Gp = Gc*Gp*R + Gp*R C = R*(Gc*Gp + GP) / (1 + GP) C/R = (Gc*Gp + Gp) / (1 + Gp)
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IMC EQUATIONS C = E*Gc*Gp E = R – (E*Gc*Gp – E*Gc*Gp’) E + E*Gc*Gp - E*Gc*Gp’ = R E = R / (1 + Gc*Gp - Gc*Gp’) C = (R*Gc*Gp) / (1 + Gc*Gp - Gc*Gp’) C/R = (Gc*Gp) / (1 + Gc*Gp - Gc*Gp’)
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Spring Semester Schedule WeekGoals 1-7 Build and test single-loop controller, Design Gui layout 8 Build and test feed-forward controller 9-10 Implement IMC with linear model 11 Final testing, final Gui design 12-13 Final documentation
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