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      KCI등재 SCIE SCOPUS

      Fractional Order Modeling and Control of Twin Rotor Aero Dynamical System using Nelder Mead Optimization

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      https://www.riss.kr/link?id=A102122950

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      다국어 초록 (Multilingual Abstract)

      This paper presents an application of fractional order controller for the control of multi input multi output twin rotor aerodynamic system. Dynamics of the considered system are highly nonlinear and there exists a significant cross-coupling between t...

      This paper presents an application of fractional order controller for the control of multi input multi output twin rotor aerodynamic system. Dynamics of the considered system are highly nonlinear and there exists a significant cross-coupling between the horizontal and vertical axes (pitch & yaw). In this paper, a fractional order model of twin rotor aerodynamic system is identified using input output data from nonlinear system. Based upon identified fractional order model, a fractional order PID controller is designed to control the angular position of level bar of twin rotor aerodynamic system. The parameters of controller are tuned using Nelder-Mead optimization and compared with particle swarm optimization techniques. Simulation results on the nonlinear model show a significant improvement in the performance of fractional order PID controller as compared to a classical PID controller.

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      목차 (Table of Contents)

      • Abstract
      • 1. Introduction
      • 2. Problem Formulation and Dynamical Model of TRAS
      • 3. Control Strategy
      • 4. Parameter Tuning using Optimization Technique
      • Abstract
      • 1. Introduction
      • 2. Problem Formulation and Dynamical Model of TRAS
      • 3. Control Strategy
      • 4. Parameter Tuning using Optimization Technique
      • 5. FOPID Controller Design and Nonlinear Simulation Results
      • 6. Conclusion
      • References
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      참고문헌 (Reference)

      1 A. Dzielinski, "frequency response based identification of fractional order dynamical systems" 2011

      2 Sunil Kumar Mishra, "To design optimally tuned fopid controller for twin rotor mimo system" 28-30, 2014

      3 Chengbin Ma, "The application of fractional order control to backlash vibration suppression" 2901-2906, 2006

      4 Petko H. Petkov, "Robust real-time control of a tworotor aerodynamic system" 2008

      5 Shivaji Karad, "Performance analysis of fractional order pid controller with the conventional pid controller for bioreactor control" 3 (3): 2012

      6 Ji GauJuang, "PID control using researched genetic algorithms for mimo system" 38 (38): 716-772, 2008

      7 Prasad D.G, "PID control scheme for twin rotor MIMO system using a real valued genetic algorithm with a predetermined search range" 443-448, 2013

      8 B. Pratap, "Optimal control of twin rotor mimo system using output feedback" 2012

      9 Peter Torvik, "On the appearance of the fractional derivative in the behavior of real materials" 51 : 294-298, 1984

      10 Islam S. M. Khalil, "On fraction order modeling and control of dynamical systems" 2009

      1 A. Dzielinski, "frequency response based identification of fractional order dynamical systems" 2011

      2 Sunil Kumar Mishra, "To design optimally tuned fopid controller for twin rotor mimo system" 28-30, 2014

      3 Chengbin Ma, "The application of fractional order control to backlash vibration suppression" 2901-2906, 2006

      4 Petko H. Petkov, "Robust real-time control of a tworotor aerodynamic system" 2008

      5 Shivaji Karad, "Performance analysis of fractional order pid controller with the conventional pid controller for bioreactor control" 3 (3): 2012

      6 Ji GauJuang, "PID control using researched genetic algorithms for mimo system" 38 (38): 716-772, 2008

      7 Prasad D.G, "PID control scheme for twin rotor MIMO system using a real valued genetic algorithm with a predetermined search range" 443-448, 2013

      8 B. Pratap, "Optimal control of twin rotor mimo system using output feedback" 2012

      9 Peter Torvik, "On the appearance of the fractional derivative in the behavior of real materials" 51 : 294-298, 1984

      10 Islam S. M. Khalil, "On fraction order modeling and control of dynamical systems" 2009

      11 Abdul Qayyum Khan, "Modeling and design of an optimal regulator for three degree of freedom helicopter/twin rotor control system" 2004

      12 R. Lewandowski, "Identification of the parameters of the kelvin-voigt and the maxwell fractional models used to modeling of viscoelastic dampers" 88 : 1-17, 2010

      13 I. Petras, "Identification of parameters of a half-order system" 60 (60): 5561-5566, 2012

      14 Lubomir Dorcak, "Identification of fractional-order dynamical systems based on nonlinear function optimization" 89 (89): 225-250, 2013

      15 Jih-Gau Juang, "Hybrid intelligent PID control for MIMO system" 2006

      16 Shantanu Das, "Functional fractional calculus for system identification and controls" Springer-Verlag 2008

      17 Tomas McKelvey, "Frequency domain identification methods" 21 (21): 39-55, 2002

      18 P. Igor, "Fractional-order systems and PIλDμ controllers" 44 (44): 208-214, 1999

      19 Igor Podlubny, "Fractional-order systems and PIλDμ controllers" 44 : 208-214, 1999

      20 Tom T Hartly, "Fractional-order system identification based on continuous orderdistributions" 83 : 2287-2300, 2003

      21 O Cois, "Fractional systems toolbox for matlab: applications in system identification and crone CSD" IEEE 1-6, 2002

      22 Jocelyn Sabatier, "Fractional system identification for lead acid battery state of charge estimation" 86 : 2645-2657, 2006

      23 Dingyu Xue, "Fractional order pid control of a dc-motor with elastic shaft: a case study" 14-16, 2006

      24 Jiangbo Zhao, "Fractional order control to the electro-hydraulic system in insulator fatigue test device" 23 : 228-239, 2013

      25 Cristena I. Muresan, "Fractional order control of unstable processes : the magnetic levitation study case" 80 : 1761-1772, 2015

      26 Rinku Singhal, "Design of fractional order pid controller for speed control of dc motor" 2 (2): 2012

      27 Magdy A. S. Aboelela, "Design of aerospace control systems using fractional pid controller" 3 : 225-232, 2012

      28 W. K Liu, "Application of system performance-index based genetic algorithm to pid controller" 2004

      29 Duarte Valerio, "A method for identifying digital models and its application to noninteger order control" 115-120, 2004

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      학술지등록 한글명 : Journal of Electrical Engineering & Technology(JEET)
      외국어명 : Journal of Electrical Engineering & Technology
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 학술지 통합 (기타) KCI등재
      2006-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
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      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.45 0.21 0.39
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.37 0.34 0.372 0.04
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