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v1.0.0 — Initial Release

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@remontsuri remontsuri released this 04 Jun 17:32
v1.0.0
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EV-QA-Framework v1.0.0

ML-powered QA Framework for Electric Vehicle Battery Systems.

Features

  • Core QA engine with Pydantic validation
  • ML anomaly detection (Isolation Forest)
  • SOH prediction via LSTM (optional TensorFlow)
  • CAN bus emulation (2.0B + J1939)
  • Cell imbalance detection & analysis
  • Thermal runaway prediction (rule + ML)
  • Prometheus metrics + Grafana dashboard
  • Real-time FastAPI dashboard with WebSocket
  • DBC file import (Vector CANdb format)
  • Docker deployment
  • CI/CD via GitHub Actions
Assets 3
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