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Product Number:
51317--9578-SG
ISBN:
9578 2017 CP
Author:
Lietai Yang
Publication Date:
2017
$20.00
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Product Number:
51318-10893-SG
Author:
Ruishu F. Wright / Margaret Ziomek-Moroz / Paul R. Ohodnicki, Jr
Publication Date:
2018
$20.00
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Product Number:
51318-10933-SG
Author:
Nicolas Larché / Erwan Diler / Jean Vittonato / Sergey Shumovskiy
Publication Date:
2018
$20.00
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Product Number:
51318-10975-SG
Author:
Kevin Farinholt / Michael Desrosiers / Mark Kim / Ethan Thompson / Fritz Friedersdorf
Publication Date:
2018
$20.00
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Product Number:
51324-20887-SG
Author:
Lingjun Xu; Adnan Khan; Sith Kumseranee; Suchada Punpruk; Pruch Kijkla
Publication Date:
2024
$40.00
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Product Number:
51324-20921-SG
Author:
Rebecca Skelton Marshall; Dan Christy; Floyd Steele; Fritz Friedersdorf; Sam Kunselman
Publication Date:
2024
$40.00
Time-based inspection and maintenance intervals are a conventional method of corrosion monitoring on aircraft. However, as corrosion processes do not necessarily occur in scheduled events, these conventional maintenance practices can lead to over- or under-estimation of costly inspections. A shift toward evidence-based and data driven predictive maintenance using a combination of on-asset monitoring devices and component-level models could improve efficiency and reduce total ownership costs. In particular, a “virtual sensor”, i.e., a trained model to predict the corrosion at a given location on the aircraft, can be leveraged to optimize the placement of physical real-time monitoring devices. This digital twin process can be applied to determine the corrosion susceptibility of a single aircraft, or to conduct a fleet-wide analysis. In this work, sensing device measurements deployed at varying locations will be used to demonstrate the applicability of severity tracking, through data-driven machine learning models. In particular, models will be trained on environmental parameters and leveraged to predict current (corrosion rate).
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Product Number:
51322-17804-SG
Author:
Ruishu F. Wright, Paul R. Ohodnicki, Jr, Nathan Diemler, Margaret Ziomek-Moroz, John Baltrus, Michael Buric
Publication Date:
2022
$20.00
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Available for download
Product Number:
51317--9238-SG
ISBN:
9238 2017 CP
Author:
YongJun Tan
Publication Date:
2017
$20.00
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Product Number:
51320-14544-SG
Author:
Timothy Duffy, Derek M. Hall, and Serguei, Margaret Ziomek-Moroz
Publication Date:
2020
$20.00
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Product Number:
51321-16909-SG
Author:
Ruishu F. Wright; Nathan Diemler; John Baltrus; Ping Lu; Margaret Ziomek-Moroz; Michael Buric; Paul R. Ohodnicki, Jr
Publication Date:
2021
$20.00
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Available for download
Product Number:
51317--9240-SG
ISBN:
9240 2017 CP
Author:
YongJun Tan
Publication Date:
2017
$20.00
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