Internet of Things battery electric quantity measurement method, device, system and equipment and storage medium

Abstract

The invention is suitable for the technical field of the Internet of Things, and provides an Internet of Things battery electric quantity measurement method, device, system and equipment and a storagemedium, and the method comprises the steps: obtaining the electric quantity parameter information of a to-be-measured Internet of Things battery, and the electric quantity parameter information comprising voltage information, current information, temperature information and continuous working time information; according to the electric quantity parameter information and a preset battery electricquantity measurement model, determining the residual electric quantity of the Internet of Things battery; wherein the preset battery electric quantity measurement model is generated by training a plurality of pre-collected battery discharge samples carrying electric quantity parameter information through a deep learning neural network. According to the method, the electric quantity influence factors are fully considered, the battery electric quantity measurement model established according to the deep neural network and a large amount of sample data is utilized, the accurate battery remainingelectric quantity value can be obtained directly through the battery electric quantity parameters in the using process, and the method can be suitable for a scene with sudden large current.

Description

technical field [0001] The invention belongs to the technical field of the Internet of Things, and in particular relates to a battery power measurement method, device, system, equipment and storage medium of the Internet of Things. Background technique [0002] In the use of the Internet of Things, in order to better manage the terminal equipment of the Internet of Things, ensure the stable power supply of the terminal equipment, and ensure the normal operation of the equipment, it is necessary to frequently estimate the remaining power of the battery to avoid running out of power. [0003] The commonly used method for estimating the remaining power is to use the voltage estimation method. For example, if the battery is powered by a rechargeable battery, it can be estimated through the mapping relationship between the voltage and the battery current in the discharge curve of the rechargeable battery, and the current voltage value of the battery can be used to estimate the bat...

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Problems solved by technology

[0005] The purpose of the embodiments of the present invention is to provide a method for measuring the battery power of the Internet of Things, which aims to solve the problem that it is difficult to obtain a more accurate value of the remaining battery power during the use of the existing battery power estimation method dedicated to the Internet of Things

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