WillowWatt Capstone 2025

Smarter Buildings. Sustainable Future.

WillowWatt helps NAU reduce emissions and energy costs through AI-powered forecasting and optimization.

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How WillowWatt Works

Forecast

We use machine learning to forecast short-term energy usage in NAU buildings using Willow’s digital twin data.

Optimize

Our system identifies peak usage and simulates strategies, like adjusting HVAC or lighting schedules, to reduce energy consumption.

Save

Acting before inefficiencies occur helps NAU cut energy costs, lower emissions, and move toward carbon neutrality.

Built With

Python
AI + backend logic
Scikit-learn
Machine learning engine
ONNX
Model integration with Willow

Meet the Team

We're a small team of NAU students working alongside Willow to help make smarter, greener buildings a reality.

View Our Team