Maomao Hu

Latest

• Probabilistic electrical load forecasting for buildings using Bayesian deep neural networks
• Classification and characterization of intra-day load curves of PV and non-PV households using interpretable feature extraction and feature-based clustering
• Development of an ANN-based building energy model for information-poor buildings using transfer learning
• Neighborhood-level coordination and negotiation techniques for managing demand-side flexibility in residential microgrids
• Identification of simplified energy performance models of variable-speed air conditioners using likelihood ratio test method
• Quantifying uncertainty in the aggregate energy flexibility of high-rise residential building clusters considering stochastic occupancy and occupant behavior
• A model-based control strategy to recover cooling energy from thermal mass in commercial buildings
• Frequency control of air conditioners in response to real-time dynamic electricity prices in smart grids
• Performance analysis of absorption thermal energy storage for distributed energy systems
• Price-responsive model predictive control of floor heating systems for demand response using building thermal mass
• Model Predictive Control of Inverter Air Conditioners Responding to Real-Time Electricity Prices in Smart Grids
• Price-responsive model-based optimal demand response control of inverter air conditioners using genetic algorithm
• Model-based optimal load control of inverter-driven air conditioners responding to dynamic electricity pricing
• Investigation of the Demand Response Potentials of Residential Air Conditioners Using Grey-box Room Thermal Model
• Investigation of demand response potentials of residential air conditioners in smart grids using grey-box room thermal model