Explicit model predictive control for large inertia servo system

Zheng Jun Wang, Jun Zheng Wang*, Li Ling Ma, Jiang Bo Zhao

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

This paper aims at improving the dynamic response and control precision of large inertia servo system with time-varying loading disturbance by using the scheme of explicit model prediction control (EMPC). The dynamic model of the large inertia servo system was directly established, the loading disturbance was observed by the dual unscented Kalman filter (DUKF) and the constraints such as system performance, input and braking power were considered. Thus, the EMPC control strategy was realized. The experimental results show that the response time is reduced with satisfactory control precision and the expected performance has been achieved.

Original languageEnglish
Pages (from-to)1307-1312
Number of pages6
JournalBeijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
Volume31
Issue number11
Publication statusPublished - Nov 2011

Keywords

  • Disturbance observer
  • Explicit model prediction control (EMPC)
  • Large inertia servo system
  • Permanent magnet synchronous motor (PMSM)
  • Power constraints

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