... is to evaluate energy performance across seasons and contribute to knowledge on thermal comfort and energy assessment, focusing on mass-prefab buildings using various methods. Design/methodology/approach The methodology involved measuring environmental variables, conducting post-occupancy evaluations (POE...

... models into early-stage design tools to support occupant-centred performance evaluation. Design/methodology/approach Using post-occupancy evaluation data from a case study building, Random Forest and Neural Network models were trained to classify satisfaction levels–Dissatisfied, Neutral or Satisfied...