Enhancing occupants' comfort through BIM-based probabilistic approach

Despite the fact that buildings are designed to meet occupants' needs, many do not perform as planned, impacting upon both building performance and comfort. Analyzing comfort based on questionnaire surveys requires specific information appropriate use of visualization techniques identify possible dissatisfactory problems. However, existing studies provide a user-friendly interoperable with Building Information Modeling (BIM) facilitate data collection. This paper proposes novel approach for integrating feedback an probabilistic model into BIM. It also presents innovative BIM more effective platform guide decision-makers in addressing operational problems centered Findings from this research can assist facility managers owners identifying causal factors discomfort properly establishing necessary measurements moderate negative consequences occupants thereby improve their