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Fuzzy Modelling of Zero-pressure Balloon Ascent
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Space Technology.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Space Technology.ORCID iD: 0000-0003-4977-6339
2018 (English)In: 2018 Modeling and Simulation Technologies Conference, 2018Conference paper, Published paper (Refereed)
Abstract [en]

Zero-pressure balloon ascent prediction is a critical issue for Swedish Space Corporation(SSC) as targeted test ights are important part of SSC activities. This paper introducesa data-driven approach for estimating the balloon ascent. An output-constrained fuzzylogic approach is applied to the zero-pressure balloon data set from the past 10 years fromEsrange Space Center and rules are formulated that can express the balloon ascent. Theserules are veried by performing a root mean square analysis of estimated ascent againstthe real ascent trajectory. The result shows that the proposed fuzzy model is reliable andis able to estimate the balloon ascent with an acceptable accuracy.

Place, publisher, year, edition, pages
2018.
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Onboard space systems
Identifiers
URN: urn:nbn:se:ltu:diva-73399DOI: 10.2514/6.2018-3753OAI: oai:DiVA.org:ltu-73399DiVA, id: diva2:1301862
Conference
2018 Modeling and Simulation Technologies Conference, June 25-29 2018, Atlanta, Georgia.
Available from: 2019-04-03 Created: 2019-04-03 Last updated: 2019-04-05Bibliographically approved

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Garg, KanikaEmami, Reza

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