Reproducible off-grid solar streetlight dimming-control framework with battery runtime forecasting and blackout severity metrics.
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Updated
Aug 14, 2026 - Jupyter Notebook
Reproducible off-grid solar streetlight dimming-control framework with battery runtime forecasting and blackout severity metrics.
Auto Solar Street Light Controller – LDR and IR-based energy-efficient lighting system with comparator and relay logic (2018-19)
Free street light pole spacing calculator — lumens, road width, target lux.
An IoT-based Smart Street Lighting System and Road Traffic Data Analyser, accessible using a Web App. Project for Hack Studio Hackathon (my first ever hackathon).
A full-stack smart street lighting simulation with adaptive brightness control based on weather, traffic, and motion — built with Flask and React. Features real-time energy analytics, multiple control modes (AUTO/MANUAL/ECO/EMERGENCY), and a live interactive dashboard.
Street lighting compliance engine for Mexico's NOM-013-ENER-2013: point-by-point illuminance from IES photometric files, with an interactive HTML report. Pure Python, no dependencies.
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