Area of research
Building and Construction · Electrical and Electronic Engineering
Research interest
Research interests include Building Energy and Comfort Optimization, Smart Grid Energy Management, Wind and Air Flow Studies, and Energy Efficiency and Management.
Occupancy behavior-informed PV–battery sizing for resilient and sufficient buildings under climate-related disruptions
On predictive device-level controls for water source heat pumps in multi-family residential buildings
Quantifying the impact of occupancy sensor errors on energy savings, thermal comfort, and peak demand in residential smart thermostats
Graph-based unsupervised domain adaptation for fault diagnosis of HVAC systems
Uncertainty Analysis of Real-Time Hardware-in-the-loop Testing with a Real HVAC System and a Simulated Building Model
Digital twin-enabled multi-agent control for energy-efficient wood drying in desiccant-assisted heat pump systems
Comparative study of energy flexibility in model predictive control of single- and variable-speed heat pumps with active thermal energy storage
Scientific machine learning (SciML) for building technology: A new paradigm for design and operations
Large language models for building energy applications: Opportunities and challenges
Energy resilience in the built environment: A comprehensive review of concepts, metrics, and strategies
Current and future residential electricity demand using large-scale smart meter data in a changing climate
Advances in supervisory control strategies for a heat pump centric HVAC system − a comprehensive review on applications
Deploying advanced supervisory control strategies to small- and medium-sized commercial buildings: Case study and lessons learned
A cyber-resilient control framework with adaptive model predictive control (AMPC) for securing energy systems in smart buildings
A framework for calibrating and validating an HVAC system in Modelica
Expert-guided imitation learning for energy management: Evaluating GAIL’s performance in building control applications
An entropy-based causality framework for cross-level faults diagnosis and isolation in building HVAC systems
A hardware-in-the-loop (HIL) testbed for cyber-physical energy systems in smart commercial buildings
Deep Weighted Fusion Learning (DWFL)-based multi-sensor fusion model for accurate building occupancy detection
Securing Grid-interactive Efficient Buildings (GEB) through Cyber Defense and Resilient System (CYDRES)
Advanced co-simulation framework for assessing the interplay between occupant behaviors and demand flexibility in commercial buildings
Evaluation of data imputation approaches for multi-stream building systems data
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Large-scale energy cost optimization and performance analysis for dedicated outdoor air system: simulation results from ASHRAE RP-1865
IoT-Based Comfort Control and Fault Diagnostics System for Energy-Efficient Homes
A review of data-driven fault detection and diagnostics for building HVAC systems
Ten questions concerning occupant-centric control and operations
A critical review of cyber-physical security for building automation systems
Benchmarking high performance HVAC Rule-Based controls with advanced intelligent Controllers: A case study in a Multi-Zone system in Modelica
How good are learning-based control v.s. model-based control for load shifting? Investigations on a single zone building energy system
Performance assessment of a real water source heat pump within a hardware-in-the-loop (HIL) testing environment