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dc.contributor.authorJongmanns, Marcel-
dc.contributor.authorDevi, Sharda-
dc.date.accessioned2023-10-04T07:09:14Z-
dc.date.available2023-10-04T07:09:14Z-
dc.date.issued2023-
dc.identifier.urihttps://fordatis.fraunhofer.de/handle/fordatis/347-
dc.identifier.urihttp://dx.doi.org/10.24406/fordatis/289-
dc.description.abstractA measurement setup based on an accelerometer, MEMS gyroscope and magnetometer was used to gather data on a conveyor belt to determine the tension of the belt. 100,000 data points are split into 10 measurement series with 10,000 data points each. Each data point consists of 9 time series of the 3 sensors with 3 axis each.en
dc.language.isoenen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0/en
dc.subjectcondition monitoringen
dc.subjectpredictive maintenanceen
dc.subjectconveyor belt tensionen
dc.subjectZustandsüberwachungde
dc.subjectMaschinendatende
dc.subjectmachine learningen
dc.subject.ddcDDC::600 Technik, Medizin, angewandte Wissenschaften::620 Ingenieurwissenschaftenen
dc.titleData set for AI a ssisted detection of the belt tension on a conveyer belt for condition monitoringen
dc.typeTabular Dataen
dc.contributor.funderFraunhofer-Gesellschaft FhGen
dc.description.technicalinformationA conveyor belt (Vetter Kleinförderbänder GmbH, BK-20-40-1-300-20) is equipped with an inertial measurement unit (IMU) and magnetometer. The IMU is a STMicroelectronics LSM6DSOX, which is mounted via a 3D-printed adapter next to the pulley of the belt. The magnetometer is a STMicroelectronics LIS3MDL, which is mounted near the motor of the belt. The data is sampled by a development board (STMicroelectronics NUCLEO-F446RE) and send via the integrated virtual serial port to a PC to store the data. The amplifier board serves as adapter between the microcontroller on the development board and the sensors via an I2C interface. This board also contains analog amplifiers for other sensors, which are not included in this setup. The data is saved in a HDF5 format using Python.en
fordatis.groupMikroelektroniken
fordatis.instituteIPMS Fraunhofer-Institut für Photonische Mikrosystemeen
fordatis.project.fhgid40-06749-2480-05001en
fordatis.rawdatatrueen
fordatis.date.start2023-08-01-
fordatis.date.end2023-08-31-
Enthalten in den Sammlungen:Fraunhofer-Institut für Photonische Mikrosysteme IPMS

Dateien zu dieser Ressource:
Datei Beschreibung GrößeFormat 
20230908-JON-Dokumentation-Messungen-Bandspannung_Förderband.pdfDocumentation of the measurement setup317,48 kBAdobe PDFÖffnen/Download
Conveyor_Belt_1.hd51,47 GBUnknownÖffnen/Download
Conveyor_Belt_2.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_3.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_4.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_5.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_6.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_7.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_8.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_9.hd51,1 GBUnknownÖffnen/Download
Conveyor_Belt_10.hd51,1 GBUnknownÖffnen/Download
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