Mohamed Ouf

Assessing Building Resilience and Advanced Control Strategies Using a Thermal Manikin

Principal investigators: Ouf, Mohamed

Keywords: Advanced Building Envelope; Building Controls; Building Flexibility; Building Resilience; Occupant-Building Interactions; Occupant-Centric Controls; Occupant Comfort; Smart Buildings

A workflow for optimized building controls in light commercial buildings

Principal investigators: Ouf, Mohamed MMMA

Keywords: automated fault correction; building controls; energy efficiency; fault detection and diagnostics; hvac systems; machine learning; model predictive controls; occupant centric controls

Occupant-centric control for multi-occupant spaces with variable and reduced occupancy

Principal investigators: Ouf, Mohamed MMMA

Keywords: building operations; control systems; data mining; internet of things; occupant-centric control; occupant comfort; personal comfort models; personal comfort systems

Development of household-level energy-related occupant behaviour models for demand-side management applications

Principal investigators: Gunay, Burak BH

Keywords: appliance use; decarbonization; demand response; demand-side management; electrification; occupant behaviour; peak demand management; residential buildings; statistical modelling; thermostat use

Forecasting key electricity end-uses in the residential sector, including electric vehicles (EV) charging

Principal investigators: Ouf, Mohamed MMMA

Building Automation for Aging in Place

Principal investigators: Ouf, Mohamed

Multi-domain occupant comfort experimentation framework in different climate zones

Principal investigators: Ouf, Mohamed MMMA

Data-driven optimization of light commercial buildings' operation

Principal investigators: Ouf, Mohamed MMMA

Keywords: Building Controls; Building Performance Simulation; Energy Efficiency; Fault Detection and Diagnostics; HVAC Systems; Machine Learning; Model Predictive Controls

Next generation fault detection, evaluation, and correction algorithms for HVAC control systems

Principal investigators: Gunay, Burak BH

Keywords: building automation systems; building management systems; building operation; building performance simulation; control systems; energy efficiency; fault detection; hvac systems

Construction project and processes intelligence across the project lifecycle

Principal investigators: Nik Bakht, Mazdak MN

Keywords: artificial intelligence; business process management; construction digitalization; construction engineering; data mining; key performance indicators; knowledge management; machine learning; ontology engineering; project management