Dr. Meng Zhang is a PhD candidate in Energy and Power Engineering, specializing in the impacts of heating electrification and cooling on future electricity demand. With expertise in building simulation and ANN predictive models, Meng is responsible for forecasting building heating demand, a basic element for digital twin project. Her research work includes developing predictive models to accurately assess energy needs, positioning her to effectively assist colleagues in building digital twin energy systems for enhanced energy management.