→ IoT Based Battery Monitoring System: A connected solution that monitors battery performance in real time using sensors, cloud platforms, and AI analytics.
→ State of Charge (SoC): A measurement that shows the current charge level available in a battery compared to its total capacity.
→ State of Health (SoH): A battery health indicator that measures overall battery condition and remaining usable lifespan.
→ Predictive Maintenance: A maintenance approach that uses real time data and AI analytics to predict equipment failures before they happen.
→ Battery Telemetry: The continuous collection and transmission of battery performance data such as voltage, temperature, and charging behavior.
→ Edge Computing: A computing method where data processing happens closer to the device or battery source instead of relying entirely on the cloud.
→ Remote Diagnostics: A capability that allows teams to monitor, analyze, and troubleshoot battery systems remotely without physical inspection.
→ Battery Degradation: The gradual decline in battery performance and storage capacity over time due to charging cycles, heat, and operational usage.
→ Thermal Management: The process of controlling battery temperature to improve performance, efficiency, and operational safety.
→ AI Analytics: The use of artificial intelligence and machine learning models to analyze battery data, detect anomalies, and predict future battery health.