Mathematical Techniques of Fractional Order Systems ( Advances in Nonlinear Dynamics and Chaos (ANDC) )

Publication series :Advances in Nonlinear Dynamics and Chaos (ANDC)

Author: Azar   Ahmad Taher;Radwan   Ahmed G.;Vaidyanathan   Sundarapandian  

Publisher: Elsevier Science‎

Publication year: 2018

E-ISBN: 9780128135938

P-ISBN(Paperback): 9780128135921

Subject: O172 Calculus

Keyword: Energy technology & engineering,自动化技术、计算机技术

Language: ENG

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Description

Mathematical Techniques of Fractional Order Systems illustrates advances in linear and nonlinear fractional-order systems relating to many interdisciplinary applications, including biomedical, control, circuits, electromagnetics and security. The book covers the mathematical background and literature survey of fractional-order calculus and generalized fractional-order circuit theorems from different perspectives in design, analysis and realizations, nonlinear fractional-order circuits and systems, the fractional-order memristive circuits and systems in design, analysis, emulators, simulation and experimental results. It is primarily meant for researchers from academia and industry, and for those working in areas such as control engineering, electrical engineering, computer science and information technology.

This book is ideal for researchers working in the area of both continuous-time and discrete-time dynamics and chaotic systems.

  • Discusses multidisciplinary applications with new fundamentals, modeling, analysis, design, realization and experimental results
  • Includes circuits and systems based on new nonlinear elements
  • Covers most of the linear and nonlinear fractional-order theorems that will solve many scientific issues for researchers
  • Closes the gap between theoretical approaches and real-world applications
  • Provides MATLAB® and Simulink code for many applications in the book

Chapter

1.3.2 Pharmacokinetics and Pharmacodynamics (PK/PD)

1.3.3 Modeling Bone Remodeling Cycles—Integer Models

1.4 Variable Order Models—Creating Compact Biochemical Bone Remodeling Models

1.5 Conclusions

Acknowledgments

References

2 Nonlinear Fractional Order Boundary-Value Problems With Multiple Solutions

2.1 Introduction

2.2 The Methods Procedures

2.2.1 Predictor Homotopy Analysis Method

2.2.2 Controlled Picard’s Method

2.2.3 The Prediction of Solutions Multiplicity

2.3 Applications

2.3.1 Mixed Convection Flows in a Vertical Channel

2.3.2 Heat Transfer Model and Diffusion-Reaction Model

2.3.3 The Bratu’s Problem

2.3.4 Three-Point Boundary Value Problem

2.4 Conclusion

References

3 Fractional Order System Forced-response Decomposition and Its Application

3.1 Introduction

3.2 Notation and Preliminaries

3.3 Decomposition of the Forced Response

3.4 Stability Conditions

3.5 Model Reduction

3.5.1 Approximation Procedure

3.6 Examples

3.6.1 Example 1

3.6.2 Example 2

3.6.3 Example 3

3.7 Discussion and Extensions

3.7.1 Example 4

3.8 Conclusions

References

4 Exact Solution of Linear Fractional Distributed Order Systems With Exponential Order Weight Functions

4.1 Introduction

4.2 Preliminaries

4.3 Main Results

4.4 Numerical Examples

4.5 Exact Response of a Distributed Order RC Electrical Circuit

4.6 Stability

4.7 Conclusion

References

5 Fractional Order Time-Varying-Delay Systems: A Delay-Dependent Stability Criterion by Using Diffusive Representation

5.1 Introduction

5.2 Preliminary Results

5.3 Problem Formulation

5.4 Stability Analysis in Presence of Time-Varying Delays

5.4.1 Time-Delay-Independent Stability

5.4.2 Time-Delay-Dependent Stability

5.5 Feedback Stabilization

5.5.1 Feedback Stabilization Based on Time-Delay-Independent Stability Condition

5.5.2 Feedback Stabilization Based on Time-Delay-Dependent Stability Condition

5.6 Numerical Example

5.6.1 Approximation of the Fractional Order Derivatives and Consistent Initialization

5.6.2 Example 1

5.6.3 Example 2

5.7 Conclusion

References

6 Fractional Order Error Models With Parameter Constraints

6.1 Introduction

6.2 Preliminaries

6.2.1 Fractional Calculus

6.2.2 Stability of Fractional Order Systems

6.2.3 Additional Tools for the Analysis of FOS

6.3 Analysis of Fractional Order Error Model 2 With Parameter Constraints

6.3.1 Fractional Order Error Model 2

6.3.2 FOEM2 With Parameter Constraints

6.3.3 Stability Analysis of FOEM2 With Parameter Constraints

6.4 Analysis of Fractional Order Error Model 3 With Parameter Constraints

6.4.1 Fractional Order Error Model 3

6.4.2 FOEM3 With Parameter Constraints

6.4.3 Stability Analysis of FOEM3 With Parameter Constraints

6.5 Simulation Examples

6.5.1 Simulation Specifications

6.5.2 Simulation Results: Ideal Conditions

6.5.3 Simulation Results: Noisy Environment

6.6 Conclusion

Acknowledgments

References

7 Controllability of Single-valued and Multivalued Fractional Stochastic Differential Equations

7.1 Introduction

7.2 Controllability Results of Single-valued and Multivalued FSDEs by Using (a,k)-Regularized Families of Bounded Linear Op...

7.2.1 Approximate Controllability of Multivalued Fractional Stochastic Integro-differential Equation

7.2.1.1 Preliminaries

7.2.1.2 Approximate Controllability Result

7.2.2 Solvability and Optimal Control Results for FSDEs

7.2.2.1 Preliminaries

7.2.2.2 Existence of Mild Solution

7.2.2.3 Existence of Optimal Control Result

7.3 Controllability Result of Single-valued Fractional Stochastic Differential Equation by Using Analytic Resolvent Operators

7.3.1 Preliminaries

7.3.1.1 Existence of Mild Solution

7.3.1.2 Existence of Optimal Control

7.4 Conclusion

References

8 Controllability of Fractional Higher Order Stochastic Integrodifferential Inclusions

8.1 Introduction

8.2 Preliminaries

8.3 Main Results

8.4 Discussion

8.5 Conclusion

Acknowledgments

References

9 Design of Fractional Order Fuzzy Sliding Mode Controller for Nonlinear Complex Systems

9.1 Introduction

9.2 Dynamic Model of Manipulator System

9.3 Design and Implementation of Sliding Mode Controllers

9.4 IOSMCPD Controller Design

9.5 FOFSMCPD Controller Design

9.5.1 Stability Analysis Using Lyapunov Stability Criteria

9.5.2 FLC Design

9.5.3 Fractional Order Operator Implementation

9.6 Optimization of Controller Gains by GA

9.6.1 Description of GA

9.6.2 Tuning of Controller for Trajectory Tracking Task

9.7 Detailed Performance Evaluation

9.7.1 Disturbance Rejection When Disturbance Is Injected at Controller Output

9.7.2 Disturbance Rejection When Disturbance Is Injected at Plant Output

9.7.3 Robustness Testing: Uncertainty in Length

9.8 Robustness Testing: Uncertainty in Mass

9.9 Conclusion

References

10 Sliding Mode Stabilization and Synchronization of Fractional Order Complex Chaotic and Hyperchaotic Systems

10.1 Introduction

10.2 Problem Formulation

10.2.1 Fractional Order Calculus Preliminaries

10.2.2 Chaotic and Hyperchaotic Systems Used in This Study

10.3 Terminal Sliding Mode Stabilization of Fractional Order Complex Chaotic Systems

10.3.1 Terminal Sliding Mode Control Law for the Chen Chaotic System

10.3.2 Terminal Sliding Mode Control Law for the Lorenz Hyperchaotic System

10.4 Adaptive Terminal Sliding Mode Synchronization for Chaotic and Hyperchaotic Systems

10.5 Numerical Simulation Examples

10.5.1 Stabilization of Complex Chaotic and Hyperchaotic Systems

10.5.1.1 Stabilization of the Fractional Order Complex Chen Chaotic System

10.5.1.2 Stabilization of the Fractional Order Complex Lorenz Hyperchaotic System

10.5.2 Synchronization of Fractional Order Complex Chaotic and Hyperchaotic Systems

10.5.2.1 Nonidentical Synchronization of Complex Chaotic Systems

10.5.2.2 Identical Synchronization of Fractional Order Complex Hyperchaotic Systems

10.6 Discussion

10.7 Conclusion

References

11 Multiswitching Synchronization of Commensurate Fractional Order Hyperchaotic Systems Via Active Control

11.1 Introduction

11.2 Recent Work

11.3 The Review and the Approximation of a Fractional Operator

11.4 Problem Formulation

11.5 Stability of Fractional Order Systems

11.6 System Description

11.7 Multiswitching Complete Synchronization of Fractional Order Hyperchaotic Systems

11.7.1 Switch 1

11.7.2 Switch 2

11.8 Conclusion

References

12 Dual Combination Synchronization Scheme for Nonidentical Different Dimensional Fractional Order Systems Using Scaling Ma...

12.1 Introduction

12.2 Problem Formulation

12.3 Application of the Scheme

12.3.1 Dual Combination Synchronization With Order n%3em

12.3.2 Dual Combination Synchronization With Order m%3en

12.4 Conclusion

References

Further Reading

13 On the Fractional Order Generalized Discrete Maps

13.1 Introduction

13.2 Integer Order Generalized Discrete Maps

13.2.1 Maps With Signed Control Parameter

13.2.2 Maps With Scaling Parameters

13.2.2.1 Generalized Logistic Map With Scaling Parameters

13.2.2.2 Generalized Tent Map With Scaling Parameters

13.2.3 Maps With Shaping Parameters

13.2.3.1 Logistic Map With Shaping Parameters

13.2.3.2 Tent Map With Shaping Parameters

13.2.4 Maps With Both Scaling and Shaping Parameters

13.3 Fractional Order Generalized Logistic Map

13.3.1 Dynamics of the Wu Fractional Logistic Map

13.3.1.1 Fixed Points Analysis

13.3.2 Dynamics of Generalized Discrete Fractional Logistic Map

13.3.2.1 Fixed Points and Range of ρ

13.3.2.2 Stability Analysis

13.3.3 Vertical Scaling and Zooming Maps

13.3.4 Generalized Fractional Logistic Map Design

13.4 Fractional Order Generalized Tent Map

13.4.1 Effects of Main System Parameters

13.4.2 Effects of Scaling Parameters

13.5 Conclusions

References

14 Applications of Continuous-time Fractional Order Chaotic Systems

14.1 Introduction to Chaotic Systems

14.2 Simulation of Fractional Order Chaotic Systems

14.3 Control

14.3.1 Sliding Mode Control

14.3.2 Other Approaches

14.4 Synchronization

14.4.1 Synchronization of Fractional Order Modified Van der Pol-Duffing Circuit

14.4.2 Synchronization of Electrically Coupled Neuron Systems

14.4.3 Sliding Mode Synchronization of Uncertain Chaotic Systems

14.5 Communications and Encryption

14.5.1 Two-Channel Secure Communication

14.5.2 Substitution Boxes

14.5.3 Image Encryption

14.6 Biomedical

14.6.1 Evaluation of Arteriovenous Stenosis in Hemodialysis Patients

14.6.2 Generalized Chaotic Susceptible Infected Recovered Epidemic Model

14.7 Motors

14.7.1 Brushless DC Motor

14.7.2 Permanent Magnet Synchronous Motor

14.8 FPGA Implementations

14.8.1 HDL Coder-based Implementation of FOCS

14.8.2 Grünwald–Letnikov Based FPGA Implementation of FOCS

14.9 Conclusion

References

15 Multiswitching Synchronization Between Chaotic Fractional Order Systems of Different Dimensions

15.1 Introduction

15.2 Related Work

15.3 System Description

15.3.1 Duffing Oscillator

15.3.2 Arenodo System

15.4 Design of Controllers

15.4.1 Case 1

15.4.2 Case 2

15.4.3 Case 3

15.4.4 Case 4

15.4.5 Case 5

15.4.6 Case 6

15.5 Numerical Simulation of Results

15.6 Conclusion

References

16 Dynamics, Synchronization and Fractional Order Form of a Chaotic System With Infinite Equilibria

16.1 Introduction

16.2 Model and Dynamics of the System With an Infinite Number of Equilibrium Points

16.3 Antisynchronization of Two Identical Systems Without Equilibrium

16.4 Fractional Order Form of the System With Infinite Equilibria

16.5 Conclusions

References

17 Chaotic Properties of Various Types of Hidden Attractors in Integer and Fractional Order Domains

17.1 Introduction

17.2 Numerical Solution of Integer and Fractional Order Differential Equations

17.3 Survey of Some Systems With Hidden Attractors

17.4 Sensitivity to Parameter Variations

17.4.1 A Conservative Hidden Attractor With No Equilibria and Quadratic Nonlinearities: System (1)

17.4.2 A Dissipative Hidden Attractor With No Equilibria and Quadratic Nonlinearities: System (2)

17.4.3 A Dissipative Hidden Attractor With No Equilibria and Quadratic Nonlinearities: System (16)

17.4.4 A Dissipative Hidden Attractor With Single Stable Equilibrium Point: System (19)

17.5 Sensitivity to Fractional Orders

17.6 Conclusions

References

18 Parameters Identification of Fractional Order Permanent Magnet Synchronous Motor Models Using Chaotic Meta-Heuristic Alg...

18.1 Introduction

18.2 PMSM Models

18.2.1 Fractional order PMSM

18.3 Problem Formulation

18.4 Proposed Chaotic Optimization Techniques Overview

18.4.1 Chaos Maps

18.4.2 Chaotic Grey Wolf Optimization Algorithm

18.4.2.1 Grey Wolf Optimization Algorithm Overview (GWO)

18.4.2.2 Chaotic Grey Wolf Optimizer Strategy (CGWO)

18.4.3 Chaotic Grasshopper Optimization Algorithm

18.4.3.1 Grasshopper Optimization Algorithm Overview

18.4.3.2 Chaotic Grasshopper Optimizer Strategy (CGOA)

18.5 Simulation and Results

18.5.1 Commensurate Fractional Order Permanent Magnet Synchronous Motor Model

18.5.2 Incommensurate Fractional Order Permanent Magnet Synchronous Motor Model

18.6 Conclusion

References

19 Control and Synchronization of a Fractional Order Hyperchaotic System via Backstepping and Active Backstepping Approach

19.1 Introduction

19.1.1 Introduction to Chaotic Systems

19.1.2 Introduction to Fractional Calculus

19.1.3 Introduction to Fractional Order Chaotic Systems

19.2 Preliminaries of Fractional Calculus

19.2.1 Numerical Solution of Fractional Order Differential Equations

19.2.2 Stability of Fractional Order Nonlinear Dynamical System

19.3 System Description

19.4 Control and Synchronization via Backstepping Technique

19.4.1 Controller Design for Stabilization

19.4.2 Controller Design for Synchronization

19.5 Control and Synchronization by Using Active Backstepping Technique

19.5.1 Controller Design for Stabilization

19.5.2 Synchronization Using Active Backstepping

19.6 Simulation Results

19.7 Discussions

19.8 Conclusion

References

Further Reading

20 Enhanced Fractional Order Indirect Fuzzy Adaptive Synchronization of Uncertain Fractional Chaotic Systems Based on the V...

20.1 Introduction

20.2 Basic Definition and Preliminaries for Fractional Calculus

20.3 Basics and Description of the T–S Fuzzy Systems

20.4 Fuzzy Adaptive Robust H∞ Control: Sliding Mode Approach (VSC)

20.5 Stability Analysis

20.6 Simulation Results

20.7 Conclusion

References

Further Reading

21 On the Synchronization and Recurrence of Fractional Order Chaotic Systems

21.1 Introduction

21.2 General Information on Chaotic Dynamic Systems

21.2.1 Concept of the Deterministic Chaos

21.2.1.1 The Recurrence Plot

21.2.1.2 The Recurrence Quantification Analysis

21.3 Basics on Fractional Order Systems

21.3.1 Concept of Fractional Order System

21.3.1.1 Definition of Grünwald–Letnikov

21.3.1.2 Definition of Riemann–Liouville

21.3.1.3 Definition of Caputo

21.3.2 The n-Dimensional Fractional Order Chaotic System

21.3.3 The General Numerical Solution of the Fractional Differential Equation and Stability

21.4 Topology of Fractional Order Space

21.4.1 The Hausdorff–Besicovitch Dimension

21.4.2 The Correlation Dimension

21.4.3 The Maximum Lyapunov Exponent

21.5 Generalized Synchronization of Fractional Order Chaotic Systems

21.5.1 Review of the Traditional Methods of Synchronization of Fractional Order Chaotic Systems

21.5.2 The Topological Synchronization

21.6 Topological Synchronization for Some Examples of Fractional Order Chaotic Systems

21.6.1 Topological Synchronization of Fractional Order Lorenz’s Systems

21.6.1.1 The Fractional Order Lorenz’s System

21.6.1.2 Algorithm of Topological Synchronization of Fractional Order Lorenz’s Systems

21.6.2 Topological Synchronization of Fractional Order Rössler’s Systems

21.6.2.1 The Fractional Order Rössler’s System

21.6.2.2 Algorithm of Topological Synchronization of Fractional Order Rössler’s Systems

21.7 Conclusion

References

Index

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