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Shayok Mukhopadhyay MSc. Plan – A 26 June, 2009. Major Professor – Dr. YangQuan Chen Committee members – Dr. Don Cripps, Dr. Ajay Singh. CSOIS (Center for Self Organizing & Intelligent Systems), Dept. Of Electrical & Computer Engg., Utah State University, Old Main Hill, Logan,
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Shayok MukhopadhyayMSc. Plan – A26 June, 2009 Major Professor – Dr. YangQuan Chen Committee members – Dr. Don Cripps, Dr. Ajay Singh CSOIS (Center for Self Organizing & Intelligent Systems),Dept. Of Electrical & Computer Engg.,Utah State University, Old Main Hill, Logan, UT – 84322,USA Fractional Order Modeling & Control: Development of Analog Strategies for Plasma Position Control of the STOR-1M Tokamak Shayok Mukhopadhyay
Agenda The topics of this presentation can be broadly divided into the categories shown on the right hand side. Shayok Mukhopadhyay
Introduction Objectives of this work A brief tour of fractional calculus Shayok Mukhopadhyay
Objectives Shayok Mukhopadhyay
Introduction – RL & Caputo forms Shayok Mukhopadhyay
Introduction – Visualizing the formulae Shayok Mukhopadhyay
Introduction – Mittag-Leffler function Shayok Mukhopadhyay
Introduction – ML function examples Shayok Mukhopadhyay
FO-UAS Fractional Order Universal Adaptive Stabilization - Experiments Shayok Mukhopadhyay
* FO-UAS – Mathematical Description Shayok Mukhopadhyay
* FO-UAS – Nussbaum Function Shayok Mukhopadhyay
* FO-UAS – Setup Shayok Mukhopadhyay
* FO-UAS – Setup Shayok Mukhopadhyay
* IO-UAS – Results Shayok Mukhopadhyay
* IO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
* FO-UAS – Results Shayok Mukhopadhyay
Discussion About Results • ‘Fractional Calculus’ is a useful and powerful tool. • FO-UAS tracks squarewave, sinewave, sawtooth signals. • Robust to noise, can track very low references. Shayok Mukhopadhyay
COUPLED TANK – FO-PI Control Truly analog FO-PI control FO-PID board design Shayok Mukhopadhyay
The Coupled Tank PID Control FO-PID Control Shayok Mukhopadhyay
* Coupled Tank – Sensor Calibration Shayok Mukhopadhyay
* Coupled Tank – Modeling, Controller Design Shayok Mukhopadhyay
AFO-PI controller Shayok Mukhopadhyay
AFO-PI vs. FO-PI Controller Shayok Mukhopadhyay
* Coupled Tank – H-I-L Control * Shayok Mukhopadhyay
Coupled Tank – Analog Control Prototype FO-PID Board Shayok Mukhopadhyay
The analog FO-PID board Shayok Mukhopadhyay
* The ‘Fractor’ and the fractional integrator Dielectric used Shayok Mukhopadhyay
Coupled Tank – Results Shayok Mukhopadhyay
Coupled Tank – Results Shayok Mukhopadhyay
Coupled Tank – Results Shayok Mukhopadhyay
Coupled Tank – Results Shayok Mukhopadhyay
Discussion About Results • Analog control beats digital control. • FO-PI control performs better than PID control. • Greater number of ‘Fractors’ results in better performance. • Analog FO-PI outdoes PID while tracking low references even when affected by nonlinearities. • Note: Digital implies control in the H-I-L setting. Shayok Mukhopadhyay
Video Coupled tank analog FO-PI control Shayok Mukhopadhyay