dc.identifier.uri |
http://dx.doi.org/10.15488/2538 |
|
dc.identifier.uri |
http://www.repo.uni-hannover.de/handle/123456789/2564 |
|
dc.contributor.author |
Altmann, Bettina
|
|
dc.contributor.author |
Pape, Christian
|
|
dc.contributor.author |
Reithmeier, Eduard
|
|
dc.contributor.editor |
Beyerer, Jürgen
|
|
dc.contributor.editor |
Puente León, Fernando
|
|
dc.date.accessioned |
2017-12-12T11:54:21Z |
|
dc.date.available |
2017-12-12T11:54:21Z |
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dc.date.issued |
2017 |
|
dc.identifier.citation |
Altmann, B.; Pape, C.; Reithmeier, E.: Digital image processing algorithms for automated inspection of dynamic effects in roller bearings. In: Proceedings of SPIE 10334 (2017), 103340A. DOI: https://doi.org/10.1117/12.2269065 |
|
dc.description.abstract |
Unstable movement in roller bearings like cage or roller slip can lead to damages or eventually even to an early break of the bearing. To prevent slip, inadequate operating states should be avoided. Therefore, it is necessary to study the dynamic behavior of the bearing. Unfortunately, there is only a limited range of measurement methods for the dynamic of bearing components. Two possible approaches are using solely a high-speed camera or the combination of an optomechanical image derotator and a high-speed camera. This work focuses on a proposal which is suitable for both. Initially, the influence of the rotational velocity in the images is eliminated. In the next step the measurement data is reduced to a region of interest which displays a particular rolling-element. A rolling element is equipped with a linear marker which, in the next stage, is segmented by a thresholding method to multiple regions. The region representing the marker is extracted from the background and the position is calculated by a Principle Component Analysis. Depending on the shift of the angular position and the lag time between two images, the rotational velocity of the rolling element is calculated. Thus, it is possible to determine whether the rolling element is operating under ideal conditions. In conclusion, it can be said that this approach enables a simple and flexible non-invasive method to depict the occurrence of roller slip in roller bearings. © 2017 SPIE. |
eng |
dc.language.iso |
eng |
|
dc.publisher |
Bellingham, Wash. : SPIE |
|
dc.relation.ispartof |
Automated Visual Inspection and Machine Vision II : 29 June 2017, Munich, Germany |
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dc.relation.ispartofseries |
Proceedings of SPIE 10334 (2017) |
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dc.rights |
Es gilt deutsches Urheberrecht. Das Dokument darf zum eigenen Gebrauch kostenfrei genutzt, aber nicht im Internet bereitgestellt oder an Außenstehende weitergegeben werden. Dieser Beitrag ist aufgrund einer (DFG-geförderten) Allianz- bzw. Nationallizenz frei zugänglich. |
|
dc.subject |
Dynamic behavior analysis |
eng |
dc.subject |
Image derotator |
eng |
dc.subject |
Image processing |
eng |
dc.subject |
Roller bearings |
eng |
dc.subject |
Roller slip |
eng |
dc.subject |
Automation |
eng |
dc.subject |
Cameras |
eng |
dc.subject |
Computer vision |
eng |
dc.subject |
High speed cameras |
eng |
dc.subject |
Image processing |
eng |
dc.subject |
Image segmentation |
eng |
dc.subject |
Inspection |
eng |
dc.subject |
Noninvasive medical procedures |
eng |
dc.subject |
Principal component analysis |
eng |
dc.subject |
Rollers (machine components) |
eng |
dc.subject |
Automated inspection |
eng |
dc.subject |
Dynamic behavior analysis |
eng |
dc.subject |
Image derotator |
eng |
dc.subject |
Noninvasive methods |
eng |
dc.subject |
Principle component analysis |
eng |
dc.subject |
Roller slip |
eng |
dc.subject |
Rotational velocity |
eng |
dc.subject |
Thresholding methods |
eng |
dc.subject |
Roller bearings |
eng |
dc.subject.classification |
Konferenzschrift |
ger |
dc.subject.ddc |
620 | Ingenieurwissenschaften und Maschinenbau
|
ger |
dc.title |
Digital image processing algorithms for automated inspection of dynamic effects in roller bearings |
eng |
dc.type |
BookPart |
|
dc.type |
Text |
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dc.relation.essn |
1996-756X |
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dc.relation.isbn |
978-1-5106-1113-9 |
|
dc.relation.issn |
0277-786X |
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dc.relation.doi |
https://doi.org/10.1117/12.2269065 |
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dc.bibliographicCitation.volume |
10334 |
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dc.bibliographicCitation.firstPage |
103340A |
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dc.description.version |
publishedVersion |
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tib.accessRights |
frei zug�nglich |
|