WillowWatt Capstone 2025

Envisioned Solution

Our current envisioned solution that we have curated with our client involves multiple phases of development.

Phase 1: Energy Forecasting

In the initial phase of development, we will be utilizing various machine learning algorithms to forecast future energy consumption for specific buildings based off of historical data. This will allow us to predict energy consumption and identify patterns in energy usage.

Phase 2: Energy Optimization

In the second phase of development, we will be utilizing various optimization algorithms to optimize energy consumption for specific buildings based off of historical data. This will allow us to identify the most efficient way to consume energy and reduce costs.

Phase 3: Energy Management

In the final phase of development, we will be utilizing our own AI model's insights to find the most efficient way to consume energy and reduce costs. Our team's goal is to gain access to a building that we run tests on to see how our model performs in real time. If this is unsuccessful, we will be utilizing a simulation of enhanced energy consumption within a specific building to test our model's performance.