Engineering Blogs

A comprehensive technical library covering everything from electrochemical foundations to large-scale grid integration. Engineered for professionals building the future of energy.

Mar 15, 2026

Edge AI in Battery Management Systems for Electric Vehicles

How Edge AI improves battery management systems (BMS) in EVs, enabling accurate SOC estimation, better safety, faster decisions, and smarter energy use.

By Xbattery Engineering Team

Oct 15, 2025

Your Battery Management System Is Cooking Itself to Death

A deep dive into System Basis Chips for Battery Management Systems, where efficiency isn't just a spec, it's survival.

By Xbattery Engineering Team

Aug 11, 2025

How AI is Shaping Safer EV Batteries

Exploring how AI and machine learning are transforming Battery Management Systems for EVs, enhancing safety, accuracy, and efficiency while addressing real-world deployment challenges.

By Xbattery Engineering Team

Jul 6, 2025

Switched Capacitor Based Active Balancing: A Guide

Active charge balancing in Li-ion battery packs improves efficiency, battery life, and safety. Learn how it works and why it’s essential for energy storage systems.

By Xbattery Engineering Team

May 14, 2025

Active Charge Balancing of Li-ion Batteries: A Guide

Active charge balancing in Li-ion battery packs improves efficiency, battery life, and safety. Learn how it works and why it’s essential for energy storage systems.

By Xbattery Engineering Team

Apr 1, 2025

Essential Role of Contactors in BESS and BMS

In a BESS, contactors (K1–K4) manage safe connections for charging and discharging. The BMS controls them, enabling pre-charge, load/charge switching, and isolation during faults for system safety.

By Xbattery Engineering Team

Feb 10, 2025

Battery Pack Protection for Stationary Storage

Explore protection mechanisms in LiFePO4 battery packs for energy storage. Learn how BMS ensures safety with thermal management, electrical isolation, insulation, surge protection, and shielding.

By Xbattery Engineering Team

Jan 23, 2025

Overview of Cell Balancing with Reinforcement Learning

Discover how Reinforcement Learning optimizes passive cell balancing in battery packs, reducing energy loss and improving lifespan. Learn about RL’s role in adaptive decision-making for efficient battery management.

By Xbattery Engineering Team

Nov 20, 2024

Transforming LiFePO4 Battery Management System

How Xbattery is transforming LiFePO4 Battery Management Systems using a hybrid deep learning approach with CNN, GRU, and TCN models for highly accurate SOC estimation, improving battery performance, safety, and lifespan.

By Xbattery Engineering Team

Oct 17, 2024

SOC Estimation with TCN + Transformer

The hybrid CNN-GRU-TCN model enhances State of Charge (SOC) estimation in LiFePO4 batteries, emphasizing data normalization, architecture, training, and evaluation for better battery management and performance.

By Xbattery Engineering Team

Sep 19, 2024

Digital Twins for enhancing BESS performance

This blog explores Digital Twins, their role in Battery Energy Storage Systems (BESS), and how Azure Digital Twins enhance BESS operations, improving efficiency, monitoring, and predictive maintenance.

By Xbattery Engineering Team

Engineering Blogs

Edge AI in Battery Management Systems for Electric Vehicles

Your Battery Management System Is Cooking Itself to Death

How AI is Shaping Safer EV Batteries

Switched Capacitor Based Active Balancing: A Guide

Active Charge Balancing of Li-ion Batteries: A Guide

Essential Role of Contactors in BESS and BMS

Battery Pack Protection for Stationary Storage

Overview of Cell Balancing with Reinforcement Learning

Transforming LiFePO4 Battery Management System

SOC Estimation with TCN + Transformer

Digital Twins for enhancing BESS performance

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