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A Battery Monitoring System based on IoT for Electric Vehicles

  • Unique Paper ID: 172197
  • Volume: 11
  • Issue: 8
  • PageNo: 2316-2322
  • Abstract:
  • Electric vehicles (EVs) have gained increasing prominence because of their environmental benefits, but monitoring the health of batteries is one big challenge. Hence, this paper proposes a real-time battery monitoring system for electric vehicles that measures and keeps track of important parameters like voltage and current. The Arduino UNO is integrated with current and voltage sensors to collect data and upload it to the ThingSpeak server. A machine learning model based on the Random Forest and Decision Tree algorithms is trained to estimate the health of the battery and its state of charge (SoC). Besides, a friendly user website interface is also created to show real-time voltage, battery health, and alerts. This holistic approach ensures better management of batteries, assures safety, and reduces operating costs.
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Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 8
  • PageNo: 2316-2322

A Battery Monitoring System based on IoT for Electric Vehicles

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Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

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