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Patent drawing for Method and Apparatus for Remote Monitoring and Management of Storage Using Machine Learning and Data Analytics
US 20,210,003,429 A1
Electrical US 20,210,003,429 A1 Expired

Method and Apparatus for Remote Monitoring and Management of Storage Using Machine Learning and Data Analytics

This invention describes a system for keeping an eye on stored grain. It uses small devices placed in the grain to measure things like temperature and humidity, then sends that information wirelessly through a central hub to a cloud-based computer system. This system then uses smart algorithms to figure out and predict the grain's quality. The claims specifically narrow the wireless communication to certain radio frequencies, like those used by Wi-Fi or other short-range devices.

Why it matters: Filed when machine learning for predictive analytics was less mature. Cloud-based ML platforms and IoT infrastructure have significantly advanced, making such a system easier to implement and scale now.

Status
ExpiredProtection ended and was never renewed
How hard to build
SpecializedSensor hardware, gateway, cloud software, machine learning

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