Position Control of a Fully Constrained Planar Cable-Driven Parallel Robot With Unknown or Partially Known Dynamics

Sancak C., Itik M., Nguyen T. T.

IEEE/ASME TRANSACTIONS ON MECHATRONICS, cilt.28, sa.3, ss.1605-1615, 2023 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 28 Sayı: 3
  • Basım Tarihi: 2023
  • Doi Numarası: 10.1109/tmech.2022.3228444
  • Dergi Adı: IEEE/ASME TRANSACTIONS ON MECHATRONICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Aerospace Database, Communication Abstracts, Compendex, INSPEC, Metadex, Civil Engineering Abstracts
  • Sayfa Sayıları: ss.1605-1615
  • Anahtar Kelimeler: Intelligent control, intelligent proportional-integral-derivative (iPID), cable-driven parallel robot (CDPR), feedback linearization, model-free control, SLIDING MODE CONTROL, DESIGN
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

In this article, we propose an intelligent proportional-integral-derivative (iPID) controller to control the position of a planar cable-driven parallel robot (CDPR). The proposed control method is based on ultralocal model estimation in short time intervals using only the system input–output behavior. We first employed the reference model-free iPID control, which requires the complete system dynamics estimation for the robot. Then, we modified the controller to utilize the partially known system dynamics represented in the feedback linearized form of the nonlinear model. Only the remaining unmodeled dynamics are estimated with the modified controller. We experimentally investigated the classical model-free intelligent proportional and derivative (iPD) controller and the modified iPD controller performances on the planar CPDR. The results show that significant performance improvement is achieved with the modified iPD controller.