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A Condition-Based Calibration Method for Flight Test Measuring Equipment

  • Beihang University

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

Abstract

The degradation rate of the specification for the flight test measuring equipment varies with the actual working environment. The determination of the proper calibration time becomes a challenging job as the current method of calibrating test equipment in a fixed period is no longer suitable for the increasingly onerous flight test tasks. This paper proposes a method combining the degradation model and the extended Kalman particle filter algorithm to realize the state detection of the test instrument. Condition-based calibration can be achieved by this method, thereby avoiding flight test risks caused by insufficient calibration and economic waste caused by over-calibration. Finally, the equipment calibration cycle is optimized and the calibration efficiency is improved.

Original languageEnglish
Title of host publicationInternational Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2020 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages69-73
Number of pages5
ISBN (Electronic)9781728192772
DOIs
StatePublished - 15 Oct 2020
Event1st International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2020 - Xi'an, China
Duration: 15 Oct 202017 Oct 2020

Publication series

NameInternational Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2020 - Proceedings

Conference

Conference1st International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2020
Country/TerritoryChina
CityXi'an
Period15/10/2017/10/20

Keywords

  • EKPF
  • condition-based calibration
  • degradation model
  • flight test measuring equipment
  • metrological characteristic

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