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Fuzzy CMAC compound control of hydraulic servo actuation for ship steering system

  • Beihang University
  • China Aerospace Science and Industry Corporation

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

Abstract

This paper describes a fuzzy cerebellar model articulation algorithm controller for ship steering system that has the characteristics of rapid changing of load, long working hours and strong randomicity. By using proposed algorithm, not only the robustness of resisting to external disturbance and changing of internal parameters is greatly enhanced, but the dynamic and static characteristic of the steering system is effectively ameliorated as well. The model of fuzzy cerebellar model articulation controller (FCMAC) was established in Matlab/Simulink and the model of ship steering hydraulic system was built in today's system-level modeling and simulation commercial environment of AMESim. The results of co-simulation of AMESim and Matlab have shown that the effectiveness and robustness are improved by using the FCMAC controller for ship's automatic steering performance under a variety of operational and environmental conditions.

Original languageEnglish
Title of host publication2017 IEEE International Conference on Mechatronics and Automation, ICMA 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1792-1797
Number of pages6
ISBN (Electronic)9781509067572
DOIs
StatePublished - 23 Aug 2017
Event14th IEEE International Conference on Mechatronics and Automation, ICMA 2017 - Takamatsu, Japan
Duration: 6 Aug 20179 Aug 2017

Publication series

Name2017 IEEE International Conference on Mechatronics and Automation, ICMA 2017

Conference

Conference14th IEEE International Conference on Mechatronics and Automation, ICMA 2017
Country/TerritoryJapan
CityTakamatsu
Period6/08/179/08/17

Keywords

  • FCMAC
  • Hydraulic device
  • Intelligence Control
  • Non-linear

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