MAZDAK NIK-BAKHT

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

Digital Twins for Built Environment Circular Economy

Principal investigators: NIK-BAKHT, MAZDAK

Keywords: building information modeling; digital twins; end of life decision making; circular economy; circular construction; big data analysis; geographic information systems; deconstruction; construction waste management; decarbonization of construction

Evidence-based monitoring of construction projects through effective, reliable, and credible RFI analysis and management

Principal investigators: Zeng, Yong Y

Keywords: behaviour change; collaboration mechanism; construction project; information security; project anomaly; project health; rfis (request for information); rfi template; stakeholder behaviour; trustworthy evidence

Physics-informed Neural Network for Structural Digital Twin of bridge infrastructures

Principal investigators: Nik Bakht, Mazdak MN

Keywords: applied machine learning; bridge maintenance; defect detection; digital twin; finite elements analysis; infrastructure asset management; infrastructure resilience; physics informed neural networks; smart infrastrucure; structural health monitoring

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

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

Construction Workspace Management under Covid-19 and Forthcoming Pandemics_x000d_ _x000d_

Principal investigators: Nik Bakht, Mazdak

Cloud-based Decision Support System for Building Lifecycle Decision Making at Early Design Phase

Principal investigators: NikBakht, Mazdak

Automated Identification & Analysis of Design and Construction Processes through BIM (Building Information Modeling)

Principal investigators: NIK-BAKHT, MAZDAK

Keywords: Actor Network; Building Information Modeling; Business processes; Construction simulation; Data mining; Enterprise resource planning; Information systems; Integrated design; Process mining; Process modeling

A BIM-based Lifecycle Decision Support System for Early Stage Design

Principal investigators: NIKBAKHT, MAZDAK