Adaptive robust control f or dual stage hard drives
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in GOD we trust. Adaptive Robust Control F or Dual Stage Hard Drives. استاد راهنما : جناب آقای دکتر حمید تقی راد. Dr. Hamid D. Taghirad. هادی حاجی اقراری دانشجوی کارشناسی ارشد مهندسی برق – کنترل دانشگاه خواجه نصیرالدین طوسی. H.H.Eghrary MS Student of Electrical Engineering

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Adaptive Robust Control F or Dual Stage Hard Drives

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Adaptive robust control f or dual stage hard drives

in GOD we trust

Adaptive Robust Control ForDual Stage Hard Drives

استاد راهنما :جناب آقای دکتر حمید تقی راد

Dr. Hamid D. Taghirad

هادی حاجی اقراری

دانشجوی کارشناسی ارشد مهندسی برق –کنترل

دانشگاه خواجه نصیرالدین طوسی

H.H.Eghrary

MS Student of Electrical Engineering

K.N.Toosi Univ.


Adaptive robust control f or dual stage hard drives

2end Seminar Presentation

Sunday, August 12,2007

Introduction to Adaptive Robust Control

  • Obstacles for Control Algorithm Design

  • Strategies for Performance Improvement

  • Adaptive Robust Control (ARC) For a HDD

Adaptive Control

Robust Control

  • ARC via Discontinuous Projection

  • ARC via Smooth Projection

  • Desired Compensation ARC


Adaptive robust control f or dual stage hard drives

Obstacles for Control Algorithm Design:

  • Inherent Nonlinearity

  • Unknown But Reproducible

  • for example: Unknown parameters

  • Unreproducable

  • for example:

  • model Disturbance

  • Modeling Uncertainty


Strategies for performance improvement

Strategies for Performance Improvement:

  • Nonlinear Analysis And Synthesis

Deal With Nonlinearity Directly : Nonlinear Control

Effective for both reproducible and

none Reproducible Uncertainities

  • Fast Robust Feedback

  • Controled Learning For Uncertainity Reduction

Effective for Reproducible Uncertainities


Adaptive robust control f or dual stage hard drives

Adaptive Robust Control(ARC)

Adaptive

Robust

  • Reduce the model uncertainty

  • Zero Tracking Error

  • (Without High gain Feedback)

  • Attenuate the effect of model uncertainties through

  • robust feedback.

  • Instantaneous

  • Reaction

  • Drawbacks:

    • Transient Performance of the system is not Clear.

    • Unknown Nonlinear functions such as external disturbances are not considered.

  • Drawbacks:

    • Transient Performance of the system is not Clear.

    • Unknown Nonlinear functions such as external disturbances are not considered.


Adaptive robust control f or dual stage hard drives

Deterministic Robust Control

Adaptive Control

Conflicts

  • Used to Design Supervisor

  • Use to Design Base Line Controller

Guarantee

Transient Performance

Prescribed final tracking accuracy

Improved

Asymptotic Input Tracking


Adaptive robust control f or dual stage hard drives

Conventional Adaptation Law  Estimated Parameters May not be Bounded

Conflicts

Deterministic Robust Control  Requires Bounds On Uncertainties

Modify The Conventional Adaptation Law

Bounded Estimation Parameters


Adaptive robust control for hard disk drive servo system

Adaptive Robust ControlForHard Disk Drive Servo System

Problem Formulation:


Adaptive robust control f or dual stage hard drives

Robust Control scheme:

Adaptive Control scheme:


Adaptive robust control f or dual stage hard drives

Stability Analysis:

Lyapanov Function:

Adaptive Control scheme:

Parameter Estimation

Estimation Error


Results

Results:

  • Limitations Of Adaptive Control

  • Transient Performance is Unknown

  • Uncertain nonlinearity are not Considered


Adaptive robust control f or dual stage hard drives

Robust Control scheme:

More In Detail:

  • Error Dynamics

 Choose The such that:


Adaptive robust control f or dual stage hard drives

Stability Analysis:

Lyapanov Function:

Choose small such that:

: Stable


Adaptive robust control f or dual stage hard drives

  • Tracking Error

  • Steady State Error


Adaptive robust control f or dual stage hard drives

Decrease for decreasing Steady State Error

Parameter Adaptation


Adaptive robust control

Adaptive Robust Control


Adaptive robust control f or dual stage hard drives

Conflicts

Conventional Adaptation Law  Estimated Parameters May not be Bounded

REMIND

Deterministic Robust Control  Requires Bounds On Uncertainties

Modify The Conventional Adaptation Law

Bounded Estimation Parameters


Adaptive robust control f or dual stage hard drives

Adaptive Robust Control

Via Discontinuous Projection


Adaptive robust control f or dual stage hard drives

Remains in

Increases

Decreases

Remains in

Parameter Uncertainty Bounded via Adaptation Progress

RobustControlProblem Solved


Adaptive robust control f or dual stage hard drives

Adaptive Robust Control

Via Smooth Projection

There is a Lyapanov Function :

Stability is Guaranteed


Adaptive robust control f or dual stage hard drives

Desired Compensation ARC

Desired Trajectory

Remind ARC Scheme

Real Parameter Measurement

(Measurement Noise)

Dynamic

Stabilizing

Feedback

Static Feedback


Adaptive robust control f or dual stage hard drives

Desired Compensation ARC

Regressors Dose not Depend On Measurements

  • Eliminate Measurement Noise Effect on Parameter Adaptation

  • Off-Line Regressors Calculation

Fast Error Dynamic and Parameter Adaptation

Facilitate Control Gain Tuning Process due to

Separation of Robust Control And Parameter Adaptation


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