Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method

Pan Qin, Zi Jiang Yang, Ryuei Nishii

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

We address a novel predictive control strategy for dual-rate systems in which the input updating period is different from the output sampling period based on lifted state-space model identified by a modified Numerical Subspace State-Space IDentification (N4SID). There are three steps in the predictive control strategy. Firstly, lifted state-space models are identified for dual-rate systems by the modified N4SID. Based on the identified lifted state-space model, we construct predictors which can predict the output of dual-rate systems in multi-step ahead. Combining the predictors with an objective function minimization, predictive control laws for dual-rate systems are derived.

Original languageEnglish
Title of host publicationProceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009
Pages7369-7374
Number of pages6
DOIs
Publication statusPublished - Dec 1 2009
Event48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009 - Shanghai, China
Duration: Dec 15 2009Dec 18 2009

Publication series

NameProceedings of the IEEE Conference on Decision and Control
ISSN (Print)0191-2216

Other

Other48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009
CountryChina
CityShanghai
Period12/15/0912/18/09

Fingerprint

Predictive Control
State-space Model
Control Strategy
Predictors
Function Minimization
Output
Sampling
Updating
State Space
Objective function
Subspace
Predict

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Modelling and Simulation
  • Control and Optimization

Cite this

Qin, P., Yang, Z. J., & Nishii, R. (2009). Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method. In Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009 (pp. 7369-7374). [5400855] (Proceedings of the IEEE Conference on Decision and Control). https://doi.org/10.1109/CDC.2009.5400855

Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method. / Qin, Pan; Yang, Zi Jiang; Nishii, Ryuei.

Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009. 2009. p. 7369-7374 5400855 (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Qin, P, Yang, ZJ & Nishii, R 2009, Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method. in Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009., 5400855, Proceedings of the IEEE Conference on Decision and Control, pp. 7369-7374, 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009, Shanghai, China, 12/15/09. https://doi.org/10.1109/CDC.2009.5400855
Qin P, Yang ZJ, Nishii R. Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method. In Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009. 2009. p. 7369-7374. 5400855. (Proceedings of the IEEE Conference on Decision and Control). https://doi.org/10.1109/CDC.2009.5400855
Qin, Pan ; Yang, Zi Jiang ; Nishii, Ryuei. / Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method. Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009. 2009. pp. 7369-7374 (Proceedings of the IEEE Conference on Decision and Control).
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