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Building a cloud-based EV charging monitoring platform with real-time AI analytics

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This article describes EVBrain, a cloud-based platform built on AWS by Iberdrola-BP Pulse and GaleoTech for monitoring EV charging infrastructure across Spain with real-time AI analytics.

  • Processes OCPP messages in real-time from hundreds of charging points with sub-minute latency
  • Automatically detects 26 distinct incident types including connector faults and hardware anomalies
  • Increased platform uptime from 82% to 97% through proactive incident detection
  • Serverless architecture using IoT Core, SQS, Lambda, DynamoDB, Aurora, and Tinybird
  • AI-powered assistant using Amazon Bedrock for natural language queries on incidents and metrics
  • Extends monitoring to Low Voltage Cabinets powering charging stations via Modbus TCP
  • Automatically remediates 80% of incidents before escalation to field services
  • Handles 500,000+ OCPP messages daily; stress-tested to 25 million messages per day
  • Monitors 1,152 charging points with 1,973 connectors; projects 10,000-12,000 by 2030

EVBrain demonstrates how serverless AWS architecture enables reliable, scalable EV charging network operations through real-time processing, advanced analytics, and integrated AI capabilities.



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