Open Access Open Access  Restricted Access Subscription Access

ELECTRIC VEHICLE BATTERY EFFICIENCY MONITORING AND COOLING SYSTEM

Senthil Kumar R, Ashwanth B, Ashwath S D, Balan S, Barath Kumar J B

Abstract


A project titled "Electric Vehicle Battery Efficiency Monitoring and Cooling System" focuses on developing an advanced real-time monitoring and thermal management platform that ensures optimal performance, safety, and longevity of electric vehicle (EV) battery packs. Initially, the project began with a basic concept of tracking battery temperature and charge levels using simple sensors and efficiency calculations. The present version has evolved into a sophisticated intelligent battery management solution that performs thermal mapping, efficiency prediction, automated cooling control, and safety-compliant event logging, enabling comprehensive monitoring and protection of EV battery systems.


Full Text:

PDF

References


IEEE Xplore. (2024). Tracing encrypted communications using metadata correlation in cybersecurity investigations. IEEE Transactions on Information Forensics and Security, 19(2), 874–889.

ScienceDirect. (2023). An intelligent framework for tracing and decrypting malicious traffic in cyberspace. Journal of Network and Computer Applications, 224, 103711.

IEEE Xplore, “Battery state-of-health estimation using hybrid sensor fusion for electric vehicles,” IEEE Trans. Ind. Electron., vol. 70, no. 1, pp. 124–135, 2023.

Elsevier, “Thermal behavior analysis of lithium-ion batteries under various cooling methods,” Appl. Therm. Eng., vol. 235, p. 121420, 2024.

Springer, “Intelligent battery management system for real-time fault detection in EV applications,” Energy Systems, vol. 15, pp. 245–260, 2023.

MDPI, “Active and passive cell balancing strategies for lithium-ion battery packs,” Batteries, vol. 9, no. 2, p. 56, 2023.

ScienceDirect. (2023). Ciphertext correlation and tracing in large-scale encrypted networks. Computers & Security, 129, 103208.

IEEE Xplore, “Predictive analytics-based battery efficiency forecasting in electric vehicles,” IEEE Access, vol. 12, pp. 78512– 78525, 2024.

ScienceDirect, “Impact of temperature on battery degradation and lifespan: A comprehensive review,” Renew. Sustain. Energy Rev., vol. 176, p. 113231, 2023.

Springer, “Smart cooling systems for improving safety in electric vehicle battery modules,” J. Therm. Anal. Calorim., vol. 151,

pp. 987–1002, 2024.

Elsevier, “Real-time embedded monitoring architecture for lithium-ion battery thermal management,” Energy Rep., vol. 9,

pp. 4145–4157, 2023.


Refbacks

  • There are currently no refbacks.