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Multi-Objective Optimization of a PAN-TILT System for Multirotor UAV Application

  • Xi'an Jiaotong University
  • Beihang University
  • China Earthquake Administration

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

Abstract

This paper presents a multi-objective optimization design method for a Pan-Tilt system based on unmanned aerial vehicle (UAV) for aerial remote sensing application. Firstly, the approximate model on the Pan-Tilt system is proposed to improve the structure optimization efficiency. The approximate model about mass and first-order modal frequency is established by using both of response surface model and radial basis function (RBF) neural network model. Then, the sensitivity analysis is conducted to determine the optimized design parameters. By the proposed way, the multi-objective optimization design is realized. At last, the modal experiments are carried out as a validation on the optimization method.

Original languageEnglish
Title of host publicationProceedings - 2018 5th International Conference on Information Science and Control Engineering, ICISCE 2018
EditorsShaozi Li, Ying Dai, Yun Cheng
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages844-848
Number of pages5
ISBN (Electronic)9781538655009
DOIs
StatePublished - 2 Jul 2018
Event5th International Conference on Information Science and Control Engineering, ICISCE 2018 - Zhengzhou, Henan, China
Duration: 20 Jul 201822 Jul 2018

Publication series

NameProceedings - 2018 5th International Conference on Information Science and Control Engineering, ICISCE 2018

Conference

Conference5th International Conference on Information Science and Control Engineering, ICISCE 2018
Country/TerritoryChina
CityZhengzhou, Henan
Period20/07/1822/07/18

Keywords

  • Pan Tilt
  • approximate models
  • multi objective optimization
  • multirotor UAV
  • sensitivity analysis

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