I want an open dataset in maintenance and repair of factory machines including the following fields:

  • Equipment Code
  • Equipment Name
  • Service Code
  • Service Name
  • Service Description
  • Workorder Date
  • Workorder Number
  • Workorder Type (preventive/Emergency)
  • Workorder Start
  • Workorder Finish

Does anybody know one?

  • What you want is example data, right? For instance data for 1 day in a single factory?
    – Nicolas Raoul
    Sep 1, 2014 at 2:39
  • yes, in addition I prefer an open dataset so that I can use and refer to it freely.
    – Hamideh
    Sep 1, 2014 at 11:32

2 Answers 2


I found this link: Predictive Maintainance and Sensor Data Analytics

Data from a semi-conductor manufacturing process

Key facts: Data Structure: The data consists of 2 files the dataset file SECOM consisting of 1567 examples each with 591 features a 1567 x 591 matrix and a labels file containing the classifications and date time stamp for each example.


IBM has a product called maximo. They have a demo web site that has demo data.


You want to log in, then from the go to menu select assets > assets

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