Simulated Boiler Fault Data

Citation Author(s):
R.
Shohet
Ryerson University
M.
Kandil
Ryerson University
J.J.
McArthur
Ryerson University
Submitted by:
J.J. McArthur
Last updated:
Sat, 03/30/2019 - 15:08
DOI:
10.21227/8tq1-wy17
Data Format:
License:
Creative Commons Attribution
889 Views
Categories:
Keywords:
5
1 rating - Please login to submit your rating.

Abstract 

Matlab Simulink was used to develop an emulator for the Viessmann Vitorond 200 Gas Fired Boiler VD2 Series 380 and a series of faults were modeled along with normal data across the expected range of operation to create a labelled dataset with approximately 27,500 cases for training and testing boiler fault classification models. 

Instructions: 

Either "Condition" or "Class" should be used as data labels and the other excluded from the dataset. 

Dataset Files

LOGIN TO ACCESS DATASET FILES
Open Access dataset files are accessible to all logged in  users. Don't have a login?  Create a free IEEE account.  IEEE Membership is not required.