Team Members:
Amit Deb Nath – Master’s student in Civil Engineering
Ayoola Olorunnishola – Master’s student in Civil Engineering
Aysha Siddika – Master’s student in Architectural Engineering
Advisor: Dr. Aysha Demir
School: University of Wyoming
Challenge: No Peaking! Managing Peak Power Demand in Building
The objective of this challenge is to reduce peak power demand (load) in U.S. buildings (residential, commercial, new, or existing) by focusing on their thermal loads and heating, ventilation and air conditioning (HVAC) systems. Innovative solutions should lead to significant reductions in carbon emissions while being accessible to low- and moderate-income (LMI) communities.
Project Title: AI-Driven Energy Management System: SmartPeak
Solution: This project proposes an innovative energy network solution to address peak load demand by leveraging photovoltaic (PV) systems, lithium-ion battery storage, and AI-driven technology to optimize energy distribution across a campus-centered community of 100 households. Intending to reduce grid reliance during high-demand periods, the system stores surplus solar energy generated during off-peak hours and strategically releases it during peak times. An advanced AI control mechanism monitors real-time energy usage, weather forecasts, and pricing to manage battery cycles efficiently, shifting energy usage to minimize costs. Integrated with demand response (DR) programs and time-of-use (TOU) pricing, this approach provides financial benefits for users and supports grid stability. The system also incorporates community solar models and scalable financing options like tax incentives, low-interest loans, and rebates, making it financially accessible for residential users and small businesses. Key regulatory standards, such as IEEE 1547, guide grid interconnection, ensuring compliance and promoting scalability. By employing demonstration projects and establishing stakeholder partnerships, this solution addresses technical, financial, and regulatory adoption barriers. This project aligns with national clean energy goals, aiming to advance sustainable building practices, reduce greenhouse gas emissions, and increase renewable energy adoption.