Proactive buildings: A prescriptive maintenance approach [article]

Paraskevas Koukaras, Asimina Dimara, Niccolò Zangrando, Sergio Herrera Gonzalez, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras
2022 Zenodo  
Prescriptive maintenance has recently attracted a lot of scientific attention. It integrates the advantages of descriptive and predictive analytics to automate the process of detecting non-nominal device functionality. Implementing such proactive measures in-home or industrial settings may improve equipment dependability and minimize operational expenses. There are several techniques for prescriptive maintenance in diverse use cases, but none elaborates on a general methodology that permits
more » ... essful prescriptive analysis for small size industrial or residential settings. This study reports on prescriptive analytics while assessing recent research efforts on multi-domain prescriptive maintenance. Given the existing state of the art, the main contribution of this work is to propose a broad framework for prescriptive maintenance that may be interpreted as a high-level approach for enabling proactive buildings.
doi:10.5281/zenodo.6460219 fatcat:3qcy2e4355byfjutzv7tuekfxm