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Automated Synthetic PMU Dataset Generation

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  • Op afstand
  • Freelance

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Omschrijving

I need a MATLAB/Simulink power systems expert to develop an automated synthetic PMU dataset generation engine for the IEEE 39-bus transmission system. **Existing IEEE Dataset:** The project will use the existing *PMU Measurements of IEEE 39-Bus Power System Model* dataset as a reference and validation resource. It was obtained using an RTDS simulator and GTNETx2-based PMUs, covering all 10 generators over approximately 86.6 seconds, with 5,197 measurements per generator. It includes quasi-steady-state operation, topology changes, and fault-related disturbances. **Dataset Link:** https://ieee-dataport.org/open-access/pmu-measurements-ieee-39-bus-power-system-model **Project Scope:** Assess the existing model and resolve compatibility issues; design LG, LL, LLG, and LLL fault scenarios; generate three-phase voltage and current signals; extract PMU features; and create accurate labels for fault detection, classification, localization, and distance estimation. **Deliverables:** Validated synthetic dataset, automated MATLAB scripts, scenario documentation, and recommendations for machine-learning-based fault detection and relay–circuit-breaker clearance-time optimization. Budget: INR 1500–12500

Deze opdracht is 100% op afstand.

Skills

  • Data Analysis
  • Automation
  • Electrical Engineering
  • Engineering
  • Algorithm
  • Signal Processing
  • Matlab and Mathematica
  • MATLAB

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