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Methodology of FPGA-Based Mathematical Error-Based Tuning Sliding Mode Controller

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  • 발행기관
    보안공학연구지원센터(IJCA) 바로가기
  • 간행물
    International Journal of Control and Automation SCOPUS 바로가기
  • 통권
    Vol.5 No.1 (2012.03)바로가기
  • 페이지
    pp.89-118
  • 저자
    Farzin Piltan, Iman Nazari, Sobhan Siamak, Payman Ferdosali
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A207539

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원문정보

초록

영어
Most of nonlinear controllers need real time mobility operation so one of the most important devices which can be used to solve this challenge is Field Programmable Gate Array (FPGA). FPGA can be used to design a controller in a single chip Integrated Circuit (IC).Design a nonlinear controller for second order nonlinear uncertain dynamical systems is one of the most important challenging works. This paper focuses on the design of a FPGA-based chattering free mathematical error-based tuning sliding mode controller (MTSMC) for highly nonlinear dynamic robot manipulator, in presence of uncertainties. In order to provide high performance nonlinear methodology, sliding mode controller is selected. Pure sliding mode controller can be used to control of partly known nonlinear dynamic parameters of robot manipulator. Conversely, pure sliding mode controller is used in many applications; it has an important drawback namely; chattering phenomenon which it can causes some problems such as saturation and heat the mechanical parts of robot manipulators or drivers. In order to reduce the chattering this research is used the switching function in presence of mathematical error-based method instead of switching function method in pure sliding mode controller. The results demonstrate that the FPGA-based sliding mode controller with switching function is a model-based controllers which works well in certain and partly uncertain system. Pure sliding mode controller has difficulty in handling unstructured model uncertainties. To solve this problem applied mathematical model-free tuning method to FPGA-based sliding mode controller for adjusting the sliding surface gain ( ). Since the sliding surface gain ( ) is adjusted by mathematical model free-based tuning method, it is nonlinear and continuous. In this research new is obtained by the previous multiple sliding surface slopes updating factor . FPGA-based Chattering free mathematical error-based tuning sliding mode controller is stable controller which eliminates the chattering phenomenon without to use the boundary layer saturation function. Lyapunov stability is proved in mathematical error-based tuning sliding mode controller with switching (sign) function. This controller has acceptable performance in presence of uncertainty (e.g., overshoot=0%, rise time=0.8 second, steady state error = 1e-9 and RMS error=1.8e-12). To have higher implementation speed with good performance TVSC is implemented on Spartan 3E FPGA using Xilinx software (controller computation time=30.2 ns, Max frequency=63.7 MHz and controller action frequency=33 MHZ).

목차

Abstract
 1. Introduction
 2. Literature Review
 3. Theorem: Dynamic Formulation of Robotic Manipulator, Sliding Mode Formulation Applied to Robot Arm, Proof of Stability and Applied to XILINX-FPGA
 4. Methodology: Design FPGA-based Mathematical Error-based Chattering Free Sliding Mode Controller with Switching Function
 5. Results
 6. Conclusion
 References

키워드

real time mobility operation Field Programmable Gate Array (FPGA) nonlinear controller FPGA-based chattering free mathematical error-based tuning sliding mode controller uncertainties chattering phenomenon robot arm sliding mode controller adaptive methodology

저자

  • Farzin Piltan [ Industrial Electrical and Electronic Engineering SanatkadeheSabze Pasargad CO (S.S.P. Co) ]
  • Iman Nazari [ Industrial Electrical and Electronic Engineering SanatkadeheSabze Pasargad CO (S.S.P. Co) ]
  • Sobhan Siamak [ Industrial Electrical and Electronic Engineering SanatkadeheSabze Pasargad CO (S.S.P. Co) ]
  • Payman Ferdosali [ Industrial Electrical and Electronic Engineering SanatkadeheSabze Pasargad CO (S.S.P. Co) ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    보안공학연구지원센터(IJCA) [Science & Engineering Research Support Center, Republic of Korea(IJCA)]
  • 설립연도
    2006
  • 분야
    공학>컴퓨터학
  • 소개
    1. 보안공학에 대한 각종 조사 및 연구 2. 보안공학에 대한 응용기술 연구 및 발표 3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최 4. 보안공학 기술의 상호 협조 및 정보교환 5. 보안공학에 관한 표준화 사업 및 규격의 제정 6. 보안공학에 관한 산학연 협동의 증진 7. 국제적 학술 교류 및 기술 협력 8. 보안공학에 관한 논문지 발간 9. 기타 본 회 목적 달성에 필요한 사업

간행물

  • 간행물명
    International Journal of Control and Automation
  • 간기
    월간
  • pISSN
    2005-4297
  • 수록기간
    2008~2016
  • 십진분류
    KDC 505 DDC 605

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