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Hölzel, Nico and Gollnick, Volker (2015) Analysis of Prognostics and Condition-based Maintenance Concepts for Commercial Aircraft Considering Prognostic Errors. In: Proceedings of the Annual Conference of the Prognostics and Health Management Society 2015, pp. 509-524. Annual Conference of the Prognostics and Health Management Society 2015, 2015-10-18 - 2015-10-22, San Diego, USA. ISBN 978-1-936263-20-2.
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Official URL: https://www.phmsociety.org/events/conference/phm/15/proceedings
Abstract
This paper provides a lifecycle cost-benefit analysis of the use of Prognostics and Health Management (PHM) systems in future or present commercial aircraft. The approach considers individual aircraft component’s failure behavior, prognostic performance levels including prognostic errors, and condition-based maintenance (CBM) concepts. The proposed methodology is based on a discrete-event simulation for aircraft operation and maintenance and uses an optimization algorithm for the planning and scheduling of condition-based maintenance (CBM) tasks. In the study, a 150-seat short-/medium-range aircraft equipped with PHM and subject to a CBM program is analyzed. The simulation results are evaluated from an operational and economic perspective. The analysis results can support the derivation of technical and economic requirements for prognostic systems and CBM planning concepts.
| Item URL in elib: | https://elib.dlr.de/100435/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
| Title: | Analysis of Prognostics and Condition-based Maintenance Concepts for Commercial Aircraft Considering Prognostic Errors | ||||||||||||
| Authors: |
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| Date: | October 2015 | ||||||||||||
| Journal or Publication Title: | Proceedings of the Annual Conference of the Prognostics and Health Management Society 2015 | ||||||||||||
| Refereed publication: | No | ||||||||||||
| Open Access: | Yes | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | No | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| Page Range: | pp. 509-524 | ||||||||||||
| Editors: |
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| ISBN: | 978-1-936263-20-2 | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | CBM; Condition Based Maintenance; cost-benefit analysis; discrete-event simulation; prognostic errors, IVHM, prognostics | ||||||||||||
| Event Title: | Annual Conference of the Prognostics and Health Management Society 2015 | ||||||||||||
| Event Location: | San Diego, USA | ||||||||||||
| Event Type: | international Conference | ||||||||||||
| Event Start Date: | 18 October 2015 | ||||||||||||
| Event End Date: | 22 October 2015 | ||||||||||||
| Organizer: | PHM Society | ||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||
| HGF - Program Themes: | fixed-wing aircraft | ||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||
| DLR - Program: | L AR - Aircraft Research | ||||||||||||
| DLR - Research theme (Project): | L - Concepts and Integration (old) | ||||||||||||
| Location: | Hamburg | ||||||||||||
| Institutes and Institutions: | Air Transport Operations > System Analysis Air Transport | ||||||||||||
| Deposited By: | Hölzel, Nico | ||||||||||||
| Deposited On: | 27 Jan 2016 14:31 | ||||||||||||
| Last Modified: | 24 Apr 2024 20:05 |
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