Air filter particulate loading detection using smartphone audio and optimized ensemble classification

Automotive engine intake filters ensure clean air delivery to the engine, though over time these filters load with contaminants hindering free airflow. Today’s open-loop approach to air filter maintenance has drivers replace elements at predetermined service intervals, causing costly and potentially...

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Bibliographic Details
Main Authors: Siegel, Joshua E, Bhattacharyya, Rahul, Kumar, Sumeet, Sarma, Sanjay E
Other Authors: Massachusetts Institute of Technology. Digital Signal Processing Group
Format: Article
Language:en_US
Published: Elsevier 2020
Online Access:https://hdl.handle.net/1721.1/123809