Home Projects Frequency Analysis Platform
Freelance Completed 2023

Frequency Analysis Platform

Industrial-grade frequency analysis platform for monitoring electrical grid and machinery vibrations. Processes FFT data from sensors, provides real-time visualizations, and integrates with SCADA systems via REST APIs.

Role
Industrial Software Engineer
Duration
5 months
Live Demo Source Code All Projects
50+
sensors monitored
1kHz
sample rate
99%
detection accuracy
24/7
operation
TECH STACK

Technologies Used

DjangoBootstrapChart.jsFFTREST API
FEATURES

Key Features

  • FFT signal processing
  • Real-time spectrum charts
  • Anomaly detection
  • SCADA integration
  • Historical trend analysis
  • User role management
    • LEARNINGS

    Challenges & Solutions

    Key technical challenges encountered and how they were overcome.

    Signal Processing

    Implemented FFT in Python with NumPy for real-time analysis

    Industrial Noise

    Built filtering algorithms for harsh environments

    API Integration

    Connected with 10+ industrial control systems

    GALLERY

    Project Screenshots

    Visual tour of the project interface and key features.

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