Adaptive state feedback controller design for a rotary series elastic actuator


KAYA K. D., Cetin L.

TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, cilt.39, sa.1, ss.61-74, 2017 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 39 Sayı: 1
  • Basım Tarihi: 2017
  • Doi Numarası: 10.1177/0142331215600779
  • Dergi Adı: TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.61-74
  • Anahtar Kelimeler: Adaptive state feedback control, composite beams, iterative feedback tuning, online parameter estimation, series elastic actuator, IMPEDANCE CONTROL
  • Dokuz Eylül Üniversitesi Adresli: Evet

Özet

The design of human assistive systems requires actuators that are capable of producing compliant motions. One key technological development for this compliant actuation is series elastic actuation, which is a challenging design problem, as the load side dynamics of the actuator changes during operation. In this paper, a novel series elastic actuator (SEA) structure using composite beams as series elastic elements and its torque control strategy are presented. We proposed a two-stage controller, a novel adaptive state feedback controller for transient dynamics and a PI controller for eliminating steady-state error. The effect of disturbance torque is studied, together with load dynamics, which is estimated online by a recursive least square method. The performance of the actuator was evaluated in case studies in which the actuator was controlled with various knee torque profiles. The experimental results showed that desired dynamic behaviour of the designed SEA can be obtained with the proposed control algorithm despite the unknown load dynamics.