Sustainable Engineering Systems
Combined entry for earlier work including 'Energy Management Using Machine Learning' (smart grid optimization) and 'Open Gym Electricity Generator' (kinetic energy harvesting).
Machine Learning and Hardware for Sustainability
A combined showcase of earlier hardware-software co-design research aiming at sustainable energy generation and consumption:
1. Energy Management Using Machine Learning
- Implements smart grid optimization using prediction models to balance supply and demand.
- Integrates anomaly detection to prevent power distribution failures.
2. Open Gym Electricity Generator
- Designs a kinetic energy harvesting system coupled with a gym workstation.
- Implements a localized power metrics logger.