Design of wireless battery management system monitoring and automated alarm system based on improved long short-term memory neural network

ABSTRACT: The battery management system (BMS) can intelligently manage and maintain each battery unit while monitoring its status, thereby preventing any possible overcharge or over-discharge of the battery. In BMS research, battery state parameter collection and analysis are essential. However, traditional data collection methods require personnel to be present at the scene, leading to offline data acquisition. Therefore, this study aimed to develop a wireless BMS monitoring and alarm system based on socket connection that would enable researchers to observe the operating parameters and problem details of the battery pack from a distance. A device like this effectively raises the battery’s level of cognitive control. In the study, the researchers first designed the overall scheme of the BMS remote

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PROVIDER: S-EPMC10280654 | biostudies-literature | 2023 Jan

REPOSITORIES: biostudies-literature