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| Fältnamn | Indikatorer | Metadata |
|---|---|---|
| 000 | 02767naa a2200445 4500 | |
| 001 | oai:DiVA.org:ri-24031 | |
| 003 | SwePub | |
| 008 | 161031s2012 | |||||||||||000 ||eng| | |
| 009 | oai:DiVA.org:mdh-17454 | |
| 024 | 7 | a https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-240312 URI |
| 024 | 7 | a https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-174542 URI |
| 040 | a (SwePub)rid (SwePub)mdh | |
| 041 | a engb eng | |
| 042 | 9 SwePub | |
| 072 | 7 | a ref2 swepub-contenttype |
| 072 | 7 | a kon2 swepub-publicationtype |
| 100 | 1 | a Bohlin, Markusu Mälardalens högskola,RISE,SICS,Akademin för innovation, design och teknik,IS4 aut0 (Swepub:mdh)mbn05 |
| 245 | 1 0 | a Statistical Anomaly Detection for Train Fleets |
| 250 | a 9 | |
| 264 | 1 | a Toronto, Canada,c 2012 |
| 338 | a print2 rdacarrier | |
| 500 | a Accepted for publication. | |
| 520 | a We have developed a method for statistical anomaly detection which has been deployed in a tool for condition monitoring of train fleets. The tool is currently used by several railway operators over the world to inspect and visualize the occurrence of "event messages" generated on the trains. The anomaly detection component helps the operators to quickly find significant deviations from normal behavior and to detect early indications for possible problems. The savings in maintenance costs comes mainly from avoiding costly breakdowns, and have been estimated to several million Euros per year for the tool. In the long run, it is expected that maintenance costs can be reduced with between 5 and 10 % by using the tool. | |
| 650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskap0 (SwePub)1022 hsv//swe |
| 650 | 7 | a NATURAL SCIENCESx Computer and Information Sciences0 (SwePub)1022 hsv//eng |
| 653 | a Anomaly detection | |
| 653 | a Maintenance cost | |
| 653 | a Normal behavior | |
| 653 | a Railway operators | |
| 653 | a Statistical anomaly detection | |
| 653 | a Train fleets | |
| 700 | 1 | a Holst, Andersu RISE,Decisions, Networks and Analytics lab,Swedish Institute of Computer Science4 aut0 (Swepub:ri)AndersHol@ri.se |
| 700 | 1 | a Ekman, Janu RISE,Decisions, Networks and Analytics lab,Swedish Institute of Computer Science4 aut0 (Swepub:ri)jan.ekman@ri.se |
| 700 | 1 | a Sellin, Olau Bombardier Transportation, Sweden4 aut |
| 700 | 1 | a Lindström, Björnu Addiva Consulting AB, Sweden4 aut |
| 700 | 1 | a Larsen, Stefanu Addiva Eduro AB, Sweden4 aut |
| 710 | 2 | a RISEb SICS4 org |
| 773 | 0 | t Proceedings of the National Conference on Artificial Intelligence, vol. 3, 2012d Toronto, Canadag , s. 2217-2223q <2217-2223z 9781577355687 |
| 856 | 4 8 | u https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-24031 |
| 856 | 4 8 | u https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-17454 |
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- Proceedings of the National Conference on Artificial Intelligence, vol. 3, 2012 (Sök värdpublikationen i LIBRIS)
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