Method and apparatus for remote monitoring and management of storage using machine learning and data analytics

The present disclosure describes methods and apparatus for remote sensing with data analytics. The methods and apparatus have many applications including monitoring the 5 quality of grain during storage and/or transport. The present disclosure describes a way to collect temperature and other environ...

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Bibliographische Detailangaben
Hauptverfasser:	KUMAR, Pragya, ZAFAR, Naeem, SANGHI, Achint Jagjit, GARNER, Nicholas W, GOESSERINGER, Peter Michael Jr
Format:	Patent
Sprache:	eng
Schlagworte:	AGRICULTURE ANIMAL HUSBANDRY CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONTROLLING COUNTING DEVICES FOR STORING AGRICULTURAL OR HORTICULTURAL PRODUCE ELECTRIC COMMUNICATION TECHNIQUE ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY FISHING FORESTRY HAY OR STRAW PRESSES HUMAN NECESSITIES HUNTING PHYSICS PROCESSING OF HARVESTED PRODUCE REGULATING SELECTING SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES TRAPPING
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Beschreibung
Zusammenfassung:	The present disclosure describes methods and apparatus for remote sensing with data analytics. The methods and apparatus have many applications including monitoring the 5 quality of grain during storage and/or transport. The present disclosure describes a way to collect temperature and other environmental data to describe and predict quality of stored grains, current and future, based on a myriad factors including fumigation, external temperature and humidity, in storage grain temperature and humidity.