Write a PREreview

Cloud-Enhanced Analytics for Advanced Battery Management Systems

by Abhishek Baer

Posted: October 24, 2025
Server: Preprints.org
DOI: 10.20944/preprints202510.1865.v1

This document explores the evolution of battery management systems (BMS) through the integration of cloudbased analytics. It details the system architecture for data acquisition, storage, and processing, emphasizing the role of cloud computing in enabling sophisticated algorithms for battery state estimation and safety diagnostics. The study focuses on improvements in state of charge (SOC) and state of health (SOH) predictions, as well as the implementation of advanced thermal anomaly detection within the BMS framework. Challenges and solutions related to data processing, algorithm deployment, and system scalability are specifically addressed from a battery management perspective.

You can write a PREreview of Cloud-Enhanced Analytics for Advanced Battery Management Systems. A PREreview is a review of a preprint and can vary from a few sentences to a lengthy report, similar to a journal-organized peer-review report.

Before you start

We will ask you to log in with your ORCID iD. If you don’t have an iD, you can create one.