CEEN 2025 Capstone Projects

AI DRIVEN REAL TIME MONITORING AND PREDICTIVE ANALYTICS FOR DISTRIBUTED ENERGY RESOURCES IN MICROGRID

AI DRIVEN REAL TIME MONITORING AND PREDICTIVE ANALYTICS FOR DISTRIBUTED ENERGY RESOURCES IN MICROGRID

Esteves Bengui | MEL Candidate | Nov 29, 2025 Mentor: Airton Dudzevich ABSTRACT This project demonstrates a promising framework for renewable energy forecasting in environments constrained by limited historical data. By fusing physics-based modeling with GAN-powered corrections, we successfully created a workflow that circumvents the ‘cold start’ problem. While the forecasting models proved sensitive to […]

Assessing Behind-the-Meter Wind at 6 BC Industrial Sites

Assessing Behind-the-Meter Wind at 6 BC Industrial Sites

Kevin (Teng) Sun | MEL Clean Energy Engineering | December 4, 2024 Academic Mentor: Eric Mazzi, Professional Engineer, PhD, BC Hydro Industrial Mentor: Norman Wild, Edinson Mahecha, Shantanav Bhowmick, BC Hydro Abstract This research evaluated behind-the-meter wind power for six large industrial facilities across British Columbia, using NREL’s System Advisor Model (SAM) coupled with the […]

Embodied Carbon of MEP System for UBC Wordworth Building

Embodied Carbon of MEP System for UBC Wordworth Building

Claire (Qing) Pan, MEL – Clean Energy Engineering, UBC Industry Partner:UBC SEEDS program Abstract This research evaluates the embodied carbon of the Mechanical system in the Wordsworth Building at UBC, a 16-storey residential tower with a total floor area of 18,443 m² and a 60-year reference study period. The building receives heating, cooling, and domestic […]

Integration of Dynamic Degradation Modeling into BESS Financial Analysis

Integration of Dynamic Degradation Modeling into BESS Financial Analysis

Di Wu(Max) | MEL Candidate | Dec 2, 2025 Mentors: Heitor Schiochet, Infinite Grid Capital Abstract Traditional BESS valuation models often fail to account for the critical interplay between temperature-dependent degradation, HVAC parasitic loads, and market revenue structures. This project bridges that gap by developing a dedicated investment framework for North American utility-scale batteries.The model […]