EEG-based Cognitive Monitoring Framework to Prevent Operators Cognitive Failure for Construction Safety and Productivity
Start Date: Not Started
Duration: 4 Years
This project aims to develop an advanced cognitive monitoring to directly address risks related to crane operators’ cognitive function during crane operations. Research activities include developing a wearable electroencephalogram (EEG)-based cognitive monitoring framework that continuously tracks the operators’ cognitive failure risk during ongoing equipment operations, and an equipment operation training system that personalizes training sessions according to trainees’ cognitive responses.
research team
funding sources
NSERC, Mitacs
industry partners
EWI Works
cic research focus areas
Decision Support SystemsHealth and SafetyProductivity and PerformanceSystems and Data IntegrationVisualization/BIM
research keywords
Adaptive TrainingCognitive MonitoringConstruction ProductivityDomain Adaptation-based Transfer LearningEEG Microstate AnalysisHeavy EquipmentMobile Electroencephalogram (EEG)Operator' Cognitive Error/FailureReinforcement LearningSafetyVirtual Reality (VR)
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