Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach

Rasmus L. Christensen; Kresten K. Sørensen; Rafal Wisniewski; Mario Sznaier

doi:10.1109/CCTA.2018.8511386

Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach

Rasmus L. Christensen, Kresten K. Sørensen, Rafal Wisniewski, Mario Sznaier

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Abstract

Refrigeration containers are being used like never before. The growing desire for exotic goods in much of the western world, puts an ever growing strain on the refrigeration systems that are used for transport. During one trip, a refrigeration container might experience temperatures ranging from -25 to 40 degrees celcius, whilst being tossed around on the deck of the freighter. This work, develops a method to detect errors aboard these refrigeration containers, that can be used to lower the maintenance costs. Furthermore, a prediction of the 'time-to-failure' is presented, which enables the refrigeration container owners to decide whether or not a refrigeration container can endure a trip.

Original language	English
Title of host publication	2018 IEEE Conference on Control Technology and Applications (CCTA)
Number of pages	6
Publisher	IEEE
Publication date	26 Oct 2018
Pages	368-373
Article number	8511386
ISBN (Print)	978-1-5386-7699-8
ISBN (Electronic)	978-1-5386-7698-1
DOIs	https://doi.org/10.1109/CCTA.2018.8511386
Publication status	Published - 26 Oct 2018
Event	2018 IEEE Conference on Control Technology and Applications (CCTA) - The Scandic Hotel Copenhagen, Copenhagen, Denmark Duration: 21 Aug 2018 → 24 Aug 2018

Conference

Conference	2018 IEEE Conference on Control Technology and Applications (CCTA)
Location	The Scandic Hotel Copenhagen
Country/Territory	Denmark
City	Copenhagen
Period	21/08/2018 → 24/08/2018

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10.1109/CCTA.2018.8511386

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@inproceedings{2555fe538c2d4e589d27716e2b8cebbf,

title = "Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach",

abstract = "Refrigeration containers are being used like never before. The growing desire for exotic goods in much of the western world, puts an ever growing strain on the refrigeration systems that are used for transport. During one trip, a refrigeration container might experience temperatures ranging from -25 to 40 degrees celcius, whilst being tossed around on the deck of the freighter. This work, develops a method to detect errors aboard these refrigeration containers, that can be used to lower the maintenance costs. Furthermore, a prediction of the 'time-to-failure' is presented, which enables the refrigeration container owners to decide whether or not a refrigeration container can endure a trip.",

author = "Christensen, {Rasmus L.} and S{\o}rensen, {Kresten K.} and Rafal Wisniewski and Mario Sznaier",

year = "2018",

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doi = "10.1109/CCTA.2018.8511386",

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booktitle = "2018 IEEE Conference on Control Technology and Applications (CCTA)",

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note = "2018 IEEE Conference on Control Technology and Applications (CCTA) ; Conference date: 21-08-2018 Through 24-08-2018",

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Christensen, RL, Sørensen, KK, Wisniewski, R & Sznaier, M 2018, Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach. in 2018 IEEE Conference on Control Technology and Applications (CCTA)., 8511386, IEEE, pp. 368-373, 2018 IEEE Conference on Control Technology and Applications (CCTA), Copenhagen, Denmark, 21/08/2018. https://doi.org/10.1109/CCTA.2018.8511386

Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach. / Christensen, Rasmus L.; Sørensen, Kresten K.; Wisniewski, Rafal et al.
2018 IEEE Conference on Control Technology and Applications (CCTA). IEEE, 2018. p. 368-373 8511386.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Unsupervised Fault Detection of Reefer Containers

T2 - 2018 IEEE Conference on Control Technology and Applications (CCTA)

AU - Christensen, Rasmus L.

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AU - Sznaier, Mario

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N2 - Refrigeration containers are being used like never before. The growing desire for exotic goods in much of the western world, puts an ever growing strain on the refrigeration systems that are used for transport. During one trip, a refrigeration container might experience temperatures ranging from -25 to 40 degrees celcius, whilst being tossed around on the deck of the freighter. This work, develops a method to detect errors aboard these refrigeration containers, that can be used to lower the maintenance costs. Furthermore, a prediction of the 'time-to-failure' is presented, which enables the refrigeration container owners to decide whether or not a refrigeration container can endure a trip.

AB - Refrigeration containers are being used like never before. The growing desire for exotic goods in much of the western world, puts an ever growing strain on the refrigeration systems that are used for transport. During one trip, a refrigeration container might experience temperatures ranging from -25 to 40 degrees celcius, whilst being tossed around on the deck of the freighter. This work, develops a method to detect errors aboard these refrigeration containers, that can be used to lower the maintenance costs. Furthermore, a prediction of the 'time-to-failure' is presented, which enables the refrigeration container owners to decide whether or not a refrigeration container can endure a trip.

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SN - 978-1-5386-7699-8

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BT - 2018 IEEE Conference on Control Technology and Applications (CCTA)

PB - IEEE

Y2 - 21 August 2018 through 24 August 2018

ER -

Unsupervised Fault Detection of Reefer Containers: A Moments-Based SDP Approach

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