Skip to main navigation Skip to search Skip to main content

Consolidated iterative learning control and a preliminary case study

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, a new concept of iterative learning control (ILC), namely consolidated ILC (CILC), is introduced. An iterative learning control system is subject to data interrupt when the system output is restricted within a certain area. Data interrupt means that the system output is interrupted at a certain moment due to output restrictions. The output data from this moment to the end of the trail duration cannot be obtained, which is the biggest difference from the classical ILC problems. The ILC problems with data interrupt caused by output restrictions are called CILC problems. The idea to solve the CILC problems is to obtain the complete output data gradually as the number of iterations increases. First of all, three CILC problems in practice are presented as well as the intermittent ILC problems and the relationship between them. The CILC problems are formulated later and the uniform restriction is given. A specific linear case is also studied. According to the simulation results, it is possible to achieve the convergence of the specific system as well as to control the convergence rate by using a proper algorithm.

Original languageEnglish
Title of host publicationProceedings of the 35th Chinese Control Conference, CCC 2016
EditorsJie Chen, Qianchuan Zhao, Jie Chen
PublisherIEEE Computer Society
Pages3268-3273
Number of pages6
ISBN (Electronic)9789881563910
DOIs
StatePublished - 26 Aug 2016
Event35th Chinese Control Conference, CCC 2016 - Chengdu, China
Duration: 27 Jul 201629 Jul 2016

Publication series

NameChinese Control Conference, CCC
Volume2016-August
ISSN (Print)1934-1768
ISSN (Electronic)2161-2927

Conference

Conference35th Chinese Control Conference, CCC 2016
Country/TerritoryChina
CityChengdu
Period27/07/1629/07/16

Keywords

  • Consolidated iterative learning control
  • Convergence
  • Convergence rate
  • Data interrupt
  • Output restriction

Fingerprint

Dive into the research topics of 'Consolidated iterative learning control and a preliminary case study'. Together they form a unique fingerprint.

Cite this