Reproducible off-grid solar streetlight dimming-control framework with battery runtime forecasting and blackout severity metrics.

python machine-learning simulation random-forest battery-monitor reproducibility solar-energy smart-energy battery-management-system catboost energy-management smart-energy-monitor street-lighting battery-forecasting

• Updated Jun 3, 2026
• Jupyter Notebook

Auto Solar Street Light Controller – LDR and IR-based energy-efficient lighting system with comparator and relay logic (2018-19)

automation comparator final-year-project light-controller ldr analog-electronics circuit-design energy-efficient lm358 voltage-divider project-showcase analog-circuits street-lighting electronics-project hardware-only solar-light relay-switching no-code-project rural-electrification automatic-light

• Updated Jun 18, 2025

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).

iot arduino esp8266 street-lighting

• Updated Jun 5, 2021
• JavaScript

Free street light pole spacing calculator — lumens, road width, target lux.

calculator lighting-design street-lighting road-lighting

• Updated May 31, 2026
• HTML