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1. A Machine Learning approach for predictive maintenance and resource allocation at the University of Zambia

Floyd Katepuka Sheke

2024·ZCAS University

Predictive Maintenance essentially involves predicting breakdown of the equipment to be maintained by detecting early signs of failure in order to make maintenance work more proactive. The application of such maintenance strategy requires the cooperation of several agents and involves knowledge...

Predictive Maintenance Equipment Breakdown Prediction Early Failure Detection Maintenance Proactivity Machine Learning Techniques Predictive Maintenance Model Office Air Conditioner XGBoost Long Short-Term Memory Networks

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