FILTER LIFE PREDICTION FOR AN ASPIRATING SMOKE DETECTOR

FILTER LIFE PREDICTION FOR AN ASPIRATING SMOKE DETECTOR

Devices, systems, and methods for filter life prediction for an aspirating smoke detector are described herein. In some examples, one or more embodiments include a computing device comprising a memory and a processor to execute instructions stored in the memory to log operational data of the aspirat...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: SANDEEP, Deepika, DHARMARAJAN, Aakash, RAI, Aman, CHANG, Hisao M, KUMAR, Navneet, CHANDRA MOHAN, Ananda Vel Murugan
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
ALARM SYSTEMS
ORDER TELEGRAPHS
PHYSICS
SIGNALLING
SIGNALLING OR CALLING SYSTEMS
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Beschreibung
Zusammenfassung:Devices, systems, and methods for filter life prediction for an aspirating smoke detector are described herein. In some examples, one or more embodiments include a computing device comprising a memory and a processor to execute instructions stored in the memory to log operational data of the aspirating smoke detector for a first time period to generate an initial data set, fit a machine learning model to the initial data set, and determine, based on the machine learning model, a remaining useful life of the filter.