Data set for "Data-based Detection and Diagnosis of Faults in Linear Actuators"

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dc.contributor.authorRuiz Carcel, Cristobal
dc.contributor.authorStarr, Andrew
dc.date.accessioned2024-06-07T03:31:12Z
dc.date.available2024-06-07T03:31:12Z
dc.date.issued2018-03-07 08:40
dc.description.abstractThis data set presents the raw original data used in "Data-based detection & diagnosis of faults in Linear actuators".The data was acquired from a linear actuator rig operated using different loading conditions and motion profiles. In addition, three different faults (lack of lubrication, spalling and backlash) were gradually seeded to the system in order to study fault detection and diagnosis capabilities of different algorithms. The data set includes actuator position and motor current measurements for the different conditions mentioned. In addition to the data, the file "Data description.pdf" contains all the details about the test rig set up, cases studied and data structure.
dc.description.sponsorshipThis research was funded by the Engineering and Physical Sciences Research Council (EPSRC) Centre for Through-life Engineering Services, Rolls-Royce, BAE Systems, Bombardier Transportation, Babcock and the Ministry of Defence.
dc.identifier.citationRuiz Carcel, Cristobal; Starr, Andrew (2018). Data set for "Data-based Detection and Diagnosis of Faults in Linear Actuators". Cranfield Online Research Data (CORD). Dataset. https://doi.org/10.17862/cranfield.rd.5097649
dc.identifier.doi10.17862/cranfield.rd.5097649
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/22038
dc.publisherCranfield University
dc.relation.isreferencedbyhttp://ieeexplore.ieee.org/document/8326716/'
dc.rightsCC BY 4.0
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subject'fault detection'
dc.subject'diagnosis'
dc.subject'linear actuator'
dc.subject'EMA'
dc.subject'feature extraction'
dc.subject'multivariate analysis'
dc.subject'Automation and Control Engineering'
dc.subject'Dynamics
dc.subjectVibration and Vibration Control'
dc.subject'Manufacturing Processes and Technologies (excl. Textiles)'
dc.subject'Manufacturing Robotics and Mechatronics (excl. Automotive Mechatronics)'
dc.subject'Mechanical Engineering'
dc.subject'Signal Processing'
dc.titleData set for "Data-based Detection and Diagnosis of Faults in Linear Actuators"
dc.typeDataset

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