Power_Plant_Induced_Draft_Fan_Fault_Prediction_using_Machine_Learning_Stacking_Ensemble.pdf (908.05 kB)
Download file

Power Plant Induced-Draft Fan Fault Prediction using Machine Learning Stacking Ensemble

Download (908.05 kB)
posted on 2022-11-02, 04:20 authored by Tlamelo EmmanuelTlamelo Emmanuel, Dimane Mpoeleng, Thabiso Maupong

The data used our analysis is from an ID fan which is part of a coal powered plant that produces a target output of 117W. The fan is placed at the outlet of the boiler. The fan runs at an air flow rate of 5365 Am3/min , with a density of 0.85 kg/m3, diameter of 2440 mm , with a total pressure of 505 mmAq and a speed of 989 rpm. The fan impeller is driven by a 650 kW electric induction motor (6600 V 50 Hz 3 Phase) with a speed of 1000 rpm.


Botswana International University of Science and Technology


Email Address of Submitting Author

ORCID of Submitting Author


Submitting Author's Institution

Botswana International University of Science and Technology

Submitting Author's Country

  • Botswana