a fault tolerant control approach to three dimensional magnetic levitation by james ballard

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A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

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Page 1: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation

By James Ballard

Page 2: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Contents

•Introduction•Levitation Concept•Fault Tolerant Techniques•Prototype•Validation of Simulations•Conclusions and Recommendations

Page 3: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Introduction

•Magnetic Levitation▫Magnetic Repulsion ▫Feedback Control

•Fault Tolerance (Safety)▫Hardware▫Dynamic

Page 4: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Levitation ConceptForce due to gravity

Force from ring magnetIx

Ix

Horizontal ring magnetForce component

xy

z

Page 5: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Feedback Control Loop

•Proportional Gain•Pole Placement•Proportional, Integral, Differential (PID)

Page 6: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Proportional Gain Feedback Control

From mathematical analysis:

•Positive gain: No negative poles

•Negative gain: Positive pole

•Unstable levitation

Page 7: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Pole Placement Feedback Control

•Stable response achieved (P1=-80, P2=-100)•Gain values too high for embedded system

Page 8: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

PID Feedback Control

•Stable levitation achieved•Gain values suitable for embedded system

𝐾𝑝=2 𝐾𝑖=0.22 𝐾𝑑=7.69

Page 9: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Dynamic Redundancy

Page 10: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Hardware Redundancy

Page 11: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

The Prototype

Page 12: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Validation of Simulation: Stable

Simulation

Prototype

𝐾𝑝=2 𝐾𝑖=0.22 𝐾𝑑=7.69

Page 13: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Validation of Simulation: Unstable

Simulation

Prototype

𝐾𝑝=3 𝐾𝑖=2 𝐾𝑑=1

Page 14: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Dynamic Redundancy Test

Page 15: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Conclusions and Recommendations

•Naturally unstable

•PID control most suitable

•Fault tolerant techniques prevent system failure

Page 16: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Future Work

•Improved hardware redundancy

•Development of an observer

•User Interactivity

Page 17: A Fault Tolerant Control Approach to Three Dimensional Magnetic Levitation By James Ballard

Thank you for listening