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title = "Design, modeling and control of nanopositioning systems"
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author = ["Thomas Dehaeze"]
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draft = true
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description = "Talks about various topics related to nano-positioning systems."
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keywords = ["Control", "Metrology", "Flexible Joints"]
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draft = false
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Tags
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:
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: [Piezoelectric Actuators]({{< relref "piezoelectric_actuators" >}}), [Flexible Joints]({{< relref "flexible_joints" >}})
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Reference
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: ([Fleming and Leang 2014](#org6bfb955))
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: ([Fleming and Leang 2014](#org9f0983e))
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Author(s)
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: Fleming, A. J., & Leang, K. K.
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@@ -18,523 +19,484 @@ Year
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: 2014
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## 1 Introduction {#1-introduction}
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## Introduction {#introduction}
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### 1.1 Introduction to Nanotechnology {#1-dot-1-introduction-to-nanotechnology}
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### Introduction to Nanotechnology {#introduction-to-nanotechnology}
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### 1.2 Introduction to Nanopositioning {#1-dot-2-introduction-to-nanopositioning}
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### Introduction to Nanopositioning {#introduction-to-nanopositioning}
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### 1.3 Scanning Probe Microscopy {#1-dot-3-scanning-probe-microscopy}
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### Scanning Probe Microscopy {#scanning-probe-microscopy}
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### 1.4 Challenges with Nanopositioning Systems {#1-dot-4-challenges-with-nanopositioning-systems}
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### Challenges with Nanopositioning Systems {#challenges-with-nanopositioning-systems}
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#### 1.4.1 Hysteresis {#1-dot-4-dot-1-hysteresis}
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#### Hysteresis {#hysteresis}
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#### 1.4.2 Creep {#1-dot-4-dot-2-creep}
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#### Creep {#creep}
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#### 1.4.3 Thermal Drift {#1-dot-4-dot-3-thermal-drift}
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#### Thermal Drift {#thermal-drift}
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#### 1.4.4 Mechanical Resonance {#1-dot-4-dot-4-mechanical-resonance}
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#### Mechanical Resonance {#mechanical-resonance}
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### 1.5 Control of Nanopositioning Systems {#1-dot-5-control-of-nanopositioning-systems}
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### Control of Nanopositioning Systems {#control-of-nanopositioning-systems}
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#### 1.5.1 Feedback Control {#1-dot-5-dot-1-feedback-control}
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#### Feedback Control {#feedback-control}
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#### 1.5.2 Feedforward Control {#1-dot-5-dot-2-feedforward-control}
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#### Feedforward Control {#feedforward-control}
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### 1.6 Book Summary {#1-dot-6-book-summary}
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### Book Summary {#book-summary}
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#### 1.6.1 Assumed Knowledge {#1-dot-6-dot-1-assumed-knowledge}
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#### Assumed Knowledge {#assumed-knowledge}
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#### 1.6.2 Content Summary {#1-dot-6-dot-2-content-summary}
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#### Content Summary {#content-summary}
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### References {#references}
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## 2 Piezoelectric Transducers {#2-piezoelectric-transducers}
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## Piezoelectric Transducers {#piezoelectric-transducers}
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### 2.1 The Piezoelectric Effect {#2-dot-1-the-piezoelectric-effect}
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### The Piezoelectric Effect {#the-piezoelectric-effect}
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### 2.2 Piezoelectric Compositions {#2-dot-2-piezoelectric-compositions}
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### Piezoelectric Compositions {#piezoelectric-compositions}
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### 2.3 Manufacturing Piezoelectric Ceramics {#2-dot-3-manufacturing-piezoelectric-ceramics}
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### Manufacturing Piezoelectric Ceramics {#manufacturing-piezoelectric-ceramics}
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### 2.4 Piezoelectric Transducers {#2-dot-4-piezoelectric-transducers}
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### Piezoelectric Transducers {#piezoelectric-transducers}
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### 2.5 Application Considerations {#2-dot-5-application-considerations}
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### Application Considerations {#application-considerations}
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#### 2.5.1 Mounting {#2-dot-5-dot-1-mounting}
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### Response of Piezoelectric Actuators {#response-of-piezoelectric-actuators}
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#### 2.5.2 Stroke Versus Force {#2-dot-5-dot-2-stroke-versus-force}
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### Modeling Creep and Vibration in Piezoelectric Actuators {#modeling-creep-and-vibration-in-piezoelectric-actuators}
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#### 2.5.3 Preload and Flexures {#2-dot-5-dot-3-preload-and-flexures}
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#### 2.5.4 Electrical Considerations {#2-dot-5-dot-4-electrical-considerations}
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#### 2.5.5 Self-Heating Considerations {#2-dot-5-dot-5-self-heating-considerations}
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### 2.6 Response of Piezoelectric Actuators {#2-dot-6-response-of-piezoelectric-actuators}
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#### 2.6.1 Hysteresis {#2-dot-6-dot-1-hysteresis}
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#### 2.6.2 Creep {#2-dot-6-dot-2-creep}
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#### 2.6.3 Temperature Dependence {#2-dot-6-dot-3-temperature-dependence}
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#### 2.6.4 Vibrational Dynamics {#2-dot-6-dot-4-vibrational-dynamics}
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#### 2.6.5 Electrical Bandwidth {#2-dot-6-dot-5-electrical-bandwidth}
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### 2.7 Modeling Creep and Vibration in Piezoelectric Actuators {#2-dot-7-modeling-creep-and-vibration-in-piezoelectric-actuators}
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### 2.8 Chapter Summary {#2-dot-8-chapter-summary}
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### Chapter Summary {#chapter-summary}
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### References {#references}
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## 3 Types of Nanopositioners {#3-types-of-nanopositioners}
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## Types of Nanopositioners {#types-of-nanopositioners}
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### 3.1 Piezoelectric Tube Nanopositioners {#3-dot-1-piezoelectric-tube-nanopositioners}
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### Piezoelectric Tube Nanopositioners {#piezoelectric-tube-nanopositioners}
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#### 3.1.1 63mm Piezoelectric Tube {#3-dot-1-dot-1-63mm-piezoelectric-tube}
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#### 63mm Piezoelectric Tube {#63mm-piezoelectric-tube}
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#### 3.1.2 40mm Piezoelectric Tube Nanopositioner {#3-dot-1-dot-2-40mm-piezoelectric-tube-nanopositioner}
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#### 40mm Piezoelectric Tube Nanopositioner {#40mm-piezoelectric-tube-nanopositioner}
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### 3.2 Piezoelectric Stack Nanopositioners {#3-dot-2-piezoelectric-stack-nanopositioners}
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### Piezoelectric Stack Nanopositioners {#piezoelectric-stack-nanopositioners}
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#### 3.2.1 Phyisk Instrumente P-734 Nanopositioner {#3-dot-2-dot-1-phyisk-instrumente-p-734-nanopositioner}
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#### Phyisk Instrumente P-734 Nanopositioner {#phyisk-instrumente-p-734-nanopositioner}
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#### 3.2.2 Phyisk Instrumente P-733.3DD Nanopositioner {#3-dot-2-dot-2-phyisk-instrumente-p-733-dot-3dd-nanopositioner}
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#### Phyisk Instrumente P-733.3DD Nanopositioner {#phyisk-instrumente-p-733-dot-3dd-nanopositioner}
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#### 3.2.3 Vertical Nanopositioners {#3-dot-2-dot-3-vertical-nanopositioners}
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#### Vertical Nanopositioners {#vertical-nanopositioners}
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#### 3.2.4 Rotational Nanopositioners {#3-dot-2-dot-4-rotational-nanopositioners}
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#### Rotational Nanopositioners {#rotational-nanopositioners}
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#### 3.2.5 Low Temperature and UHV Nanopositioners {#3-dot-2-dot-5-low-temperature-and-uhv-nanopositioners}
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#### Low Temperature and UHV Nanopositioners {#low-temperature-and-uhv-nanopositioners}
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#### 3.2.6 Tilting Nanopositioners {#3-dot-2-dot-6-tilting-nanopositioners}
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#### Tilting Nanopositioners {#tilting-nanopositioners}
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#### 3.2.7 Optical Objective Nanopositioners {#3-dot-2-dot-7-optical-objective-nanopositioners}
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#### Optical Objective Nanopositioners {#optical-objective-nanopositioners}
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### References {#references}
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## 4 Mechanical Design: Flexure-Based Nanopositioners {#4-mechanical-design-flexure-based-nanopositioners}
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## Mechanical Design: Flexure-Based Nanopositioners {#mechanical-design-flexure-based-nanopositioners}
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### 4.1 Introduction {#4-dot-1-introduction}
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### Introduction {#introduction}
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### 4.2 Operating Environment {#4-dot-2-operating-environment}
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### Operating Environment {#operating-environment}
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### 4.3 Methods for Actuation {#4-dot-3-methods-for-actuation}
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### Methods for Actuation {#methods-for-actuation}
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### 4.4 Flexure Hinges {#4-dot-4-flexure-hinges}
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### Flexure Hinges {#flexure-hinges}
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#### 4.4.1 Introduction {#4-dot-4-dot-1-introduction}
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#### Introduction {#introduction}
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#### 4.4.2 Types of Flexures {#4-dot-4-dot-2-types-of-flexures}
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#### Types of Flexures {#types-of-flexures}
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#### 4.4.3 Flexure Hinge Compliance Equations {#4-dot-4-dot-3-flexure-hinge-compliance-equations}
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#### Flexure Hinge Compliance Equations {#flexure-hinge-compliance-equations}
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#### 4.4.4 Stiff Out-of-Plane Flexure Designs {#4-dot-4-dot-4-stiff-out-of-plane-flexure-designs}
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#### Stiff Out-of-Plane Flexure Designs {#stiff-out-of-plane-flexure-designs}
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#### 4.4.5 Failure Considerations {#4-dot-4-dot-5-failure-considerations}
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#### Failure Considerations {#failure-considerations}
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#### 4.4.6 Finite Element Approach for Flexure Design {#4-dot-4-dot-6-finite-element-approach-for-flexure-design}
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#### Finite Element Approach for Flexure Design {#finite-element-approach-for-flexure-design}
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### 4.5 Material Considerations {#4-dot-5-material-considerations}
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### Material Considerations {#material-considerations}
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#### 4.5.1 Materials for Flexure and Platform Design {#4-dot-5-dot-1-materials-for-flexure-and-platform-design}
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#### Materials for Flexure and Platform Design {#materials-for-flexure-and-platform-design}
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#### 4.5.2 Thermal Stability of Materials {#4-dot-5-dot-2-thermal-stability-of-materials}
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#### Thermal Stability of Materials {#thermal-stability-of-materials}
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### 4.6 Manufacturing Techniques {#4-dot-6-manufacturing-techniques}
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### Manufacturing Techniques {#manufacturing-techniques}
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### 4.7 Design Example: A High-Speed Serial-Kinematic Nanopositioner {#4-dot-7-design-example-a-high-speed-serial-kinematic-nanopositioner}
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### Design Example: A High-Speed Serial-Kinematic Nanopositioner {#design-example-a-high-speed-serial-kinematic-nanopositioner}
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#### 4.7.1 State-of-the-Art Designs {#4-dot-7-dot-1-state-of-the-art-designs}
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#### State-of-the-Art Designs {#state-of-the-art-designs}
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#### 4.7.2 Tradeoffs and Limitations in Speed {#4-dot-7-dot-2-tradeoffs-and-limitations-in-speed}
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#### Tradeoffs and Limitations in Speed {#tradeoffs-and-limitations-in-speed}
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#### 4.7.3 Serial- Versus Parallel-Kinematic Configurations {#4-dot-7-dot-3-serial-versus-parallel-kinematic-configurations}
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#### Serial- Versus Parallel-Kinematic Configurations {#serial-versus-parallel-kinematic-configurations}
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#### 4.7.4 Piezoactuator Considerations {#4-dot-7-dot-4-piezoactuator-considerations}
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#### Piezoactuator Considerations {#piezoactuator-considerations}
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#### 4.7.5 Preloading Piezo-Stack Actuators {#4-dot-7-dot-5-preloading-piezo-stack-actuators}
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#### Preloading Piezo-Stack Actuators {#preloading-piezo-stack-actuators}
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#### 4.7.6 Flexure Design for Lateral Positioning {#4-dot-7-dot-6-flexure-design-for-lateral-positioning}
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#### Flexure Design for Lateral Positioning {#flexure-design-for-lateral-positioning}
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#### 4.7.7 Design of Vertical Stage {#4-dot-7-dot-7-design-of-vertical-stage}
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#### Design of Vertical Stage {#design-of-vertical-stage}
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#### 4.7.8 Fabrication and Assembly {#4-dot-7-dot-8-fabrication-and-assembly}
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#### Fabrication and Assembly {#fabrication-and-assembly}
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#### 4.7.9 Drive Electronics {#4-dot-7-dot-9-drive-electronics}
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#### Drive Electronics {#drive-electronics}
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\*\*\*\*0 Experimental Results
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#### 4.7.10 Experimental Results {#4-dot-7-dot-10-experimental-results}
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### 4.8 Chapter Summary {#4-dot-8-chapter-summary}
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### Chapter Summary {#chapter-summary}
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### References {#references}
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## 5 Position Sensors {#5-position-sensors}
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## Position Sensors {#position-sensors}
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### 5.1 Introduction {#5-dot-1-introduction}
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### Introduction {#introduction}
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### 5.2 Sensor Characteristics {#5-dot-2-sensor-characteristics}
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### Sensor Characteristics {#sensor-characteristics}
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#### 5.2.1 Calibration and Nonlinearity {#5-dot-2-dot-1-calibration-and-nonlinearity}
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#### Calibration and Nonlinearity {#calibration-and-nonlinearity}
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#### 5.2.2 Drift and Stability {#5-dot-2-dot-2-drift-and-stability}
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#### Drift and Stability {#drift-and-stability}
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#### 5.2.3 Bandwidth {#5-dot-2-dot-3-bandwidth}
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#### Bandwidth {#bandwidth}
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#### 5.2.4 Noise {#5-dot-2-dot-4-noise}
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#### Noise {#noise}
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#### 5.2.5 Resolution {#5-dot-2-dot-5-resolution}
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#### Resolution {#resolution}
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#### 5.2.6 Combining Errors {#5-dot-2-dot-6-combining-errors}
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#### Combining Errors {#combining-errors}
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#### 5.2.7 Metrological Traceability {#5-dot-2-dot-7-metrological-traceability}
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#### Metrological Traceability {#metrological-traceability}
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### 5.3 Nanometer Position Sensors {#5-dot-3-nanometer-position-sensors}
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### Nanometer Position Sensors {#nanometer-position-sensors}
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#### 5.3.1 Resistive Strain Sensors {#5-dot-3-dot-1-resistive-strain-sensors}
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#### Resistive Strain Sensors {#resistive-strain-sensors}
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#### 5.3.2 Piezoresistive Strain Sensors {#5-dot-3-dot-2-piezoresistive-strain-sensors}
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#### Piezoresistive Strain Sensors {#piezoresistive-strain-sensors}
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#### 5.3.3 Piezoelectric Strain Sensors {#5-dot-3-dot-3-piezoelectric-strain-sensors}
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#### Piezoelectric Strain Sensors {#piezoelectric-strain-sensors}
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#### 5.3.4 Capacitive Sensors {#5-dot-3-dot-4-capacitive-sensors}
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#### Capacitive Sensors {#capacitive-sensors}
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#### 5.3.5 MEMs Capacitive and Thermal Sensors {#5-dot-3-dot-5-mems-capacitive-and-thermal-sensors}
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#### MEMs Capacitive and Thermal Sensors {#mems-capacitive-and-thermal-sensors}
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#### 5.3.6 Eddy-Current Sensors {#5-dot-3-dot-6-eddy-current-sensors}
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#### Eddy-Current Sensors {#eddy-current-sensors}
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#### 5.3.7 Linear Variable Displacement Transformers {#5-dot-3-dot-7-linear-variable-displacement-transformers}
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#### Linear Variable Displacement Transformers {#linear-variable-displacement-transformers}
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#### 5.3.8 Laser Interferometers {#5-dot-3-dot-8-laser-interferometers}
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#### Laser Interferometers {#laser-interferometers}
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#### 5.3.9 Linear Encoders {#5-dot-3-dot-9-linear-encoders}
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#### Linear Encoders {#linear-encoders}
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### 5.4 Comparison and Summary {#5-dot-4-comparison-and-summary}
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### Comparison and Summary {#comparison-and-summary}
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### 5.5 Outlook and Future Requirements {#5-dot-5-outlook-and-future-requirements}
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### Outlook and Future Requirements {#outlook-and-future-requirements}
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### References {#references}
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## 6 Shunt Control {#6-shunt-control}
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## Shunt Control {#shunt-control}
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### 6.1 Introduction {#6-dot-1-introduction}
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### Introduction {#introduction}
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### 6.2 Shunt Circuit Modeling {#6-dot-2-shunt-circuit-modeling}
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### Shunt Circuit Modeling {#shunt-circuit-modeling}
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#### 6.2.1 Open-Loop {#6-dot-2-dot-1-open-loop}
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#### Open-Loop {#open-loop}
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#### 6.2.2 Shunt Damping {#6-dot-2-dot-2-shunt-damping}
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#### Shunt Damping {#shunt-damping}
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### 6.3 Implementation {#6-dot-3-implementation}
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### Implementation {#implementation}
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### 6.4 Experimental Results {#6-dot-4-experimental-results}
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### Experimental Results {#experimental-results}
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#### 6.4.1 Tube Dynamics {#6-dot-4-dot-1-tube-dynamics}
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#### Tube Dynamics {#tube-dynamics}
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#### 6.4.2 Amplifier Performance {#6-dot-4-dot-2-amplifier-performance}
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#### Amplifier Performance {#amplifier-performance}
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||||
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||||
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||||
#### 6.4.3 Shunt Damping Performance {#6-dot-4-dot-3-shunt-damping-performance}
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#### Shunt Damping Performance {#shunt-damping-performance}
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||||
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### 6.5 Chapter Summary {#6-dot-5-chapter-summary}
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### Chapter Summary {#chapter-summary}
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||||
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||||
### References {#references}
|
||||
|
||||
|
||||
## 7 Feedback Control {#7-feedback-control}
|
||||
## Feedback Control {#feedback-control}
|
||||
|
||||
|
||||
### 7.1 Introduction {#7-dot-1-introduction}
|
||||
### Introduction {#introduction}
|
||||
|
||||
|
||||
### 7.2 Experimental Setup {#7-dot-2-experimental-setup}
|
||||
### Experimental Setup {#experimental-setup}
|
||||
|
||||
|
||||
### 7.3 PI Control {#7-dot-3-pi-control}
|
||||
### PI Control {#pi-control}
|
||||
|
||||
|
||||
### 7.4 PI Control with Notch Filters {#7-dot-4-pi-control-with-notch-filters}
|
||||
### PI Control with Notch Filters {#pi-control-with-notch-filters}
|
||||
|
||||
|
||||
### 7.5 PI Control with IRC Damping {#7-dot-5-pi-control-with-irc-damping}
|
||||
### PI Control with IRC Damping {#pi-control-with-irc-damping}
|
||||
|
||||
|
||||
### 7.6 Performance Comparison {#7-dot-6-performance-comparison}
|
||||
### Performance Comparison {#performance-comparison}
|
||||
|
||||
|
||||
### 7.7 Noise and Resolution {#7-dot-7-noise-and-resolution}
|
||||
### Noise and Resolution {#noise-and-resolution}
|
||||
|
||||
|
||||
### 7.8 Analog Implementation {#7-dot-8-analog-implementation}
|
||||
### Analog Implementation {#analog-implementation}
|
||||
|
||||
|
||||
### 7.9 Application to AFM Imaging {#7-dot-9-application-to-afm-imaging}
|
||||
### Application to AFM Imaging {#application-to-afm-imaging}
|
||||
|
||||
\*\*\*0 Repetitive Control
|
||||
|
||||
### 7.10 Repetitive Control {#7-dot-10-repetitive-control}
|
||||
\*\*\*\*0.1 Introduction
|
||||
|
||||
\*\*\*\*0.2 Repetitive Control Concept and Stability Considerations
|
||||
|
||||
#### 7.10.1 Introduction {#7-dot-10-dot-1-introduction}
|
||||
\*\*\*\*0.3 Dual-Stage Repetitive Control
|
||||
|
||||
\*\*\*\*0.4 Handling Hysteresis
|
||||
|
||||
#### 7.10.2 Repetitive Control Concept and Stability Considerations {#7-dot-10-dot-2-repetitive-control-concept-and-stability-considerations}
|
||||
\*\*\*\*0.5 Design and Implementation
|
||||
|
||||
\*\*\*\*0.6 Experimental Results and Discussion
|
||||
|
||||
#### 7.10.3 Dual-Stage Repetitive Control {#7-dot-10-dot-3-dual-stage-repetitive-control}
|
||||
|
||||
|
||||
#### 7.10.4 Handling Hysteresis {#7-dot-10-dot-4-handling-hysteresis}
|
||||
|
||||
|
||||
#### 7.10.5 Design and Implementation {#7-dot-10-dot-5-design-and-implementation}
|
||||
|
||||
|
||||
#### 7.10.6 Experimental Results and Discussion {#7-dot-10-dot-6-experimental-results-and-discussion}
|
||||
|
||||
|
||||
### 7.11 Summary {#7-dot-11-summary}
|
||||
\*\*\*1 Summary
|
||||
|
||||
|
||||
### References {#references}
|
||||
|
||||
|
||||
## 8 Force Feedback Control {#8-force-feedback-control}
|
||||
## Force Feedback Control {#force-feedback-control}
|
||||
|
||||
|
||||
### 8.1 Introduction {#8-dot-1-introduction}
|
||||
### Introduction {#introduction}
|
||||
|
||||
|
||||
### 8.2 Modeling {#8-dot-2-modeling}
|
||||
### Modeling {#modeling}
|
||||
|
||||
|
||||
#### 8.2.1 Actuator Dynamics {#8-dot-2-dot-1-actuator-dynamics}
|
||||
#### Actuator Dynamics {#actuator-dynamics}
|
||||
|
||||
|
||||
#### 8.2.2 Sensor Dynamics {#8-dot-2-dot-2-sensor-dynamics}
|
||||
#### Sensor Dynamics {#sensor-dynamics}
|
||||
|
||||
|
||||
#### 8.2.3 Sensor Noise {#8-dot-2-dot-3-sensor-noise}
|
||||
#### Sensor Noise {#sensor-noise}
|
||||
|
||||
|
||||
#### 8.2.4 Mechanical Dynamics {#8-dot-2-dot-4-mechanical-dynamics}
|
||||
#### Mechanical Dynamics {#mechanical-dynamics}
|
||||
|
||||
|
||||
#### 8.2.5 System Properties {#8-dot-2-dot-5-system-properties}
|
||||
#### System Properties {#system-properties}
|
||||
|
||||
|
||||
#### 8.2.6 Example System {#8-dot-2-dot-6-example-system}
|
||||
#### Example System {#example-system}
|
||||
|
||||
|
||||
### 8.3 Damping Control {#8-dot-3-damping-control}
|
||||
### Damping Control {#damping-control}
|
||||
|
||||
|
||||
### 8.4 Tracking Control {#8-dot-4-tracking-control}
|
||||
### Tracking Control {#tracking-control}
|
||||
|
||||
|
||||
#### 8.4.1 Relationship Between Force and Displacement {#8-dot-4-dot-1-relationship-between-force-and-displacement}
|
||||
#### Relationship Between Force and Displacement {#relationship-between-force-and-displacement}
|
||||
|
||||
|
||||
#### 8.4.2 Integral Displacement Feedback {#8-dot-4-dot-2-integral-displacement-feedback}
|
||||
#### Integral Displacement Feedback {#integral-displacement-feedback}
|
||||
|
||||
|
||||
#### 8.4.3 Direct Tracking Control {#8-dot-4-dot-3-direct-tracking-control}
|
||||
#### Direct Tracking Control {#direct-tracking-control}
|
||||
|
||||
|
||||
#### 8.4.4 Dual Sensor Feedback {#8-dot-4-dot-4-dual-sensor-feedback}
|
||||
#### Dual Sensor Feedback {#dual-sensor-feedback}
|
||||
|
||||
|
||||
#### 8.4.5 Low Frequency Bypass {#8-dot-4-dot-5-low-frequency-bypass}
|
||||
#### Low Frequency Bypass {#low-frequency-bypass}
|
||||
|
||||
|
||||
#### 8.4.6 Feedforward Inputs {#8-dot-4-dot-6-feedforward-inputs}
|
||||
#### Feedforward Inputs {#feedforward-inputs}
|
||||
|
||||
|
||||
#### 8.4.7 Higher-Order Modes {#8-dot-4-dot-7-higher-order-modes}
|
||||
#### Higher-Order Modes {#higher-order-modes}
|
||||
|
||||
|
||||
### 8.5 Experimental Results {#8-dot-5-experimental-results}
|
||||
### Experimental Results {#experimental-results}
|
||||
|
||||
|
||||
#### 8.5.1 Experimental Nanopositioner {#8-dot-5-dot-1-experimental-nanopositioner}
|
||||
#### Experimental Nanopositioner {#experimental-nanopositioner}
|
||||
|
||||
|
||||
#### 8.5.2 Actuators and Force Sensors {#8-dot-5-dot-2-actuators-and-force-sensors}
|
||||
#### Actuators and Force Sensors {#actuators-and-force-sensors}
|
||||
|
||||
|
||||
#### 8.5.3 Control Design {#8-dot-5-dot-3-control-design}
|
||||
#### Control Design {#control-design}
|
||||
|
||||
|
||||
#### 8.5.4 Noise Performance {#8-dot-5-dot-4-noise-performance}
|
||||
#### Noise Performance {#noise-performance}
|
||||
|
||||
|
||||
### 8.6 Chapter Summary {#8-dot-6-chapter-summary}
|
||||
### Chapter Summary {#chapter-summary}
|
||||
|
||||
|
||||
### References {#references}
|
||||
|
||||
|
||||
## 9 Feedforward Control {#9-feedforward-control}
|
||||
## Feedforward Control {#feedforward-control}
|
||||
|
||||
|
||||
### 9.1 Why Feedforward? {#9-dot-1-why-feedforward}
|
||||
### Why Feedforward? {#why-feedforward}
|
||||
|
||||
|
||||
### 9.2 Modeling for Feedforward Control {#9-dot-2-modeling-for-feedforward-control}
|
||||
### Modeling for Feedforward Control {#modeling-for-feedforward-control}
|
||||
|
||||
|
||||
### 9.3 Feedforward Control of Dynamics and Hysteresis {#9-dot-3-feedforward-control-of-dynamics-and-hysteresis}
|
||||
### Feedforward Control of Dynamics and Hysteresis {#feedforward-control-of-dynamics-and-hysteresis}
|
||||
|
||||
|
||||
#### 9.3.1 Simple DC-Gain Feedforward Control {#9-dot-3-dot-1-simple-dc-gain-feedforward-control}
|
||||
#### Simple DC-Gain Feedforward Control {#simple-dc-gain-feedforward-control}
|
||||
|
||||
|
||||
#### 9.3.2 An Inversion-Based Feedforward Approach for Linear Dynamics {#9-dot-3-dot-2-an-inversion-based-feedforward-approach-for-linear-dynamics}
|
||||
#### An Inversion-Based Feedforward Approach for Linear Dynamics {#an-inversion-based-feedforward-approach-for-linear-dynamics}
|
||||
|
||||
|
||||
#### 9.3.3 Frequency-Weighted Inversion: The Optimal Inverse {#9-dot-3-dot-3-frequency-weighted-inversion-the-optimal-inverse}
|
||||
#### Frequency-Weighted Inversion: The Optimal Inverse {#frequency-weighted-inversion-the-optimal-inverse}
|
||||
|
||||
|
||||
#### 9.3.4 Application to AFM Imaging {#9-dot-3-dot-4-application-to-afm-imaging}
|
||||
#### Application to AFM Imaging {#application-to-afm-imaging}
|
||||
|
||||
|
||||
### 9.4 Feedforward and Feedback Control {#9-dot-4-feedforward-and-feedback-control}
|
||||
### Feedforward and Feedback Control {#feedforward-and-feedback-control}
|
||||
|
||||
|
||||
#### 9.4.1 Application to AFM Imaging {#9-dot-4-dot-1-application-to-afm-imaging}
|
||||
#### Application to AFM Imaging {#application-to-afm-imaging}
|
||||
|
||||
|
||||
### 9.5 Iterative Feedforward Control {#9-dot-5-iterative-feedforward-control}
|
||||
### Iterative Feedforward Control {#iterative-feedforward-control}
|
||||
|
||||
|
||||
#### 9.5.1 The ILC Problem {#9-dot-5-dot-1-the-ilc-problem}
|
||||
#### The ILC Problem {#the-ilc-problem}
|
||||
|
||||
|
||||
#### 9.5.2 Model-Based ILC {#9-dot-5-dot-2-model-based-ilc}
|
||||
#### Model-Based ILC {#model-based-ilc}
|
||||
|
||||
|
||||
#### 9.5.3 Nonlinear ILC {#9-dot-5-dot-3-nonlinear-ilc}
|
||||
#### Nonlinear ILC {#nonlinear-ilc}
|
||||
|
||||
|
||||
#### 9.5.4 Conclusions {#9-dot-5-dot-4-conclusions}
|
||||
#### Conclusions {#conclusions}
|
||||
|
||||
|
||||
### References {#references}
|
||||
|
||||
|
||||
## 10 Command Shaping {#10-command-shaping}
|
||||
## Command Shaping {#command-shaping}
|
||||
|
||||
|
||||
### 10.1 Introduction {#10-dot-1-introduction}
|
||||
@@ -600,7 +562,7 @@ Year
|
||||
### References {#references}
|
||||
|
||||
|
||||
## 11 Hysteresis Modeling and Control {#11-hysteresis-modeling-and-control}
|
||||
## Hysteresis Modeling and Control {#hysteresis-modeling-and-control}
|
||||
|
||||
|
||||
### 11.1 Introduction {#11-dot-1-introduction}
|
||||
@@ -639,7 +601,7 @@ Year
|
||||
### References {#references}
|
||||
|
||||
|
||||
## 12 Charge Drives {#12-charge-drives}
|
||||
## Charge Drives {#charge-drives}
|
||||
|
||||
|
||||
### 12.1 Introduction {#12-dot-1-introduction}
|
||||
@@ -681,7 +643,7 @@ Year
|
||||
### References {#references}
|
||||
|
||||
|
||||
## 13 Noise in Nanopositioning Systems {#13-noise-in-nanopositioning-systems}
|
||||
## Noise in Nanopositioning Systems {#noise-in-nanopositioning-systems}
|
||||
|
||||
|
||||
### 13.1 Introduction {#13-dot-1-introduction}
|
||||
@@ -821,11 +783,11 @@ Year
|
||||
|
||||
### Amplifier and Piezo electrical models {#amplifier-and-piezo-electrical-models}
|
||||
|
||||
<a id="org1aabb30"></a>
|
||||
<a id="orgc11b95b"></a>
|
||||
|
||||
{{< figure src="/ox-hugo/fleming14_amplifier_model.png" caption="Figure 1: A voltage source \\(V\_s\\) driving a piezoelectric load. The actuator is modeled by a capacitance \\(C\_p\\) and strain-dependent voltage source \\(V\_p\\). The resistance \\(R\_s\\) is the output impedance and \\(L\\) the cable inductance." >}}
|
||||
|
||||
Consider the electrical circuit shown in Figure [1](#org1aabb30) where a voltage source is connected to a piezoelectric actuator.
|
||||
Consider the electrical circuit shown in Figure [1](#orgc11b95b) where a voltage source is connected to a piezoelectric actuator.
|
||||
The actuator is modeled as a capacitance \\(C\_p\\) in series with a strain-dependent voltage source \\(V\_p\\).
|
||||
The resistance \\(R\_s\\) and inductance \\(L\\) are the source impedance and the cable inductance respectively.
|
||||
|
||||
@@ -949,4 +911,4 @@ The bandwidth limitations of standard piezoelectric drives were identified as:
|
||||
|
||||
## Bibliography {#bibliography}
|
||||
|
||||
<a id="org6bfb955"></a>Fleming, Andrew J., and Kam K. Leang. 2014. _Design, Modeling and Control of Nanopositioning Systems_. Advances in Industrial Control. Springer International Publishing. <https://doi.org/10.1007/978-3-319-06617-2>.
|
||||
<a id="org9f0983e"></a>Fleming, Andrew J., and Kam K. Leang. 2014. _Design, Modeling and Control of Nanopositioning Systems_. Advances in Industrial Control. Springer International Publishing. <https://doi.org/10.1007/978-3-319-06617-2>.
|
||||
|
Reference in New Issue
Block a user