I'm currently making an investigation of how to apply RCM with Preventative Maintenance to a truck fleet of fuel transport. In my company there's not a list of functional failure or failure modes, but according to some books' authors like Dhillon, Pistalleri or Dixon, said that there are generic database failures. I was searching this kind of data in google and google scholar but didn't find anything. So, this is why I ask for you to help if you know any public generic failure database that can give my team a base of information to improve our investigation.
PD: Sorry if there's any spelling or semantic error. I'm not native English, and almost any kind of material are in this language.
Thanks,
Dear Dr. Prince Capa,
have you considered Google's new service "Dataset Search" (https://toolbox.google.com/datasetsearch) as it proves to be a useful starting point for spotting appropriate datasets for your individual research demands?
You can find some data set sources at the following links:
https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/
http://archive.ics.uci.edu/ml/datasets/Condition+monitoring+of+hydraulic+systems
https://www.kaggle.com/c/predictive-maintenance1/data
https://gallery.azure.ai/Experiment/Predictive-Maintenance-Modelling-Guide-Data-Sets-1
http://archive.ics.uci.edu/ml/datasets.html
http://archive.ics.uci.edu/ml/datasets/Challenger+USA+Space+Shuttle+O-Ring
http://archive.ics.uci.edu/ml/datasets/Condition+Based+Maintenance+of+Naval+Propulsion+Plants
https://github.com/trahasch/awesome-public-datasets#predictive-maintenance
and I suggest you to have a look at the following documents, in pdf format:
-Optimising pro-active maintenance decisions for a multi-component system By J.A.J. Hoeks (2012)
Available at: https://pure.tue.nl/ws/portalfiles/portal/47045086/737573-1.pdf
-Reliability modelling for maintenancescheduling of mobile mining equipment by Raymond Summit and David Halomoan (2015)
Available at: https://www.researchgate.net/publication/305825012_Reliability_modelling_for_maintenance_scheduling_of_mobile_mining_equipment
-On Data-Driven Predictive Maintenance of Heavy Vehicles by Andreas Falkoven (2017)
Available at: https://odr.chalmers.se/bitstream/20.500.12380/250405/1/250405.pdf
-Maintainability analysis of mining trucks with dataanalytics by Abdulgani Kahraman (2018)
Enjoy reading and best regards, Pierluigi Traverso
Dear sir,
Maintenance strategy must be analysed and schedules should be prepared based on manufacture recommendations as per operation and maintenance manuals. Besides this and history of each equipment or the experiences encountered with the equipment RCM can be prepared
Thanks Pierluigi for your answer, I will take advantage of the lockdown and read those sources.
Thanks Nelaturi, as I was digging into RCM, I found it is a process customized for each company and its operating context.
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