Machine learning techniques for building predictive maintenance: a review

Background and aim: Proper maintenance is crucial for ensuring the sustainable use of building systems and equipment throughout their life cycles. Predictive maintenance strategies aim to minimise unplanned downtime and improve equipment lifespan, but their implementation is complex. Machine learnin...

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Bibliographic Details
Main Authors: Adhikari, Aravinda, Karunaratne, Tharindu, Sumanarathna, Nipuni
Format: Conference or Workshop Item
Language:English
Published: European Facility Management Network (EuroFM) 2024
Subjects:
Online Access:https://repository.londonmet.ac.uk/9763/1/Machine%20Learning%20Techniques%20for%20Building%20Predictive%20Maintenance%20A%20Review.pdf