Internet of Things terminal upgrade system and method

Abstract

The present invention provides a method for upgrading an Internet of Things terminal strategy, which relates to the field of Internet of Things technology. Several Internet of Things terminals collect data at regular intervals and send the data to an Internet of Things management platform in real time. The Internet of Things management platform receives the data sent by the several Internet of Things terminals, filters it, and uses the terminal ID of the Internet of Things as a calculation target to classify and organize it into formatted data and store it in the database of a model training platform. The model training platform uses the formatted data in the database as a sample data set to perform training tasks, and sends the upgraded model that has completed training to the Internet of Things management platform. The Internet of Things management platform publishes the upgraded model to each Internet of Things terminal for upgrading, and transmits the upgrade log to the Internet of Things management platform. The present invention trains an upgrade model based on a linear regression analysis algorithm. The upgrade model can be optimized and improved through continuous self-learning, while interacting with the platform to implement an independent upgrade strategy for each Internet of Things terminal.

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