Data-driven thermal comfort modeling: Comparing AI-based predictions with PMV-PPD models
Tajul Rosli Razak, Hasila Jarimi, Mohammad Hafiz Ismail, Mohd Shahrul Mohd Nadzir, Emy Zairah Ahmad, Noor Muhammad Abd Rahman, Mohd Haikal Jamaludin, Yuehong Su, Saffa Riffat
Topics & Concepts
Thermal comfortInterpretabilityMean squared errorFuzzy logicConsistency (knowledge bases)HVACComputer sciencePerceptronNoveltyMachine learningAdaptive neuro fuzzy inference systemArtificial intelligenceMean radiant temperatureMultilayer perceptronSimulationArtificial neural networkEngineeringWork (physics)Novelty detectionLinear regressionForecast skillData miningNeuro-fuzzySensor fusionInterpolation (computer graphics)Building Energy and Comfort OptimizationWind and Air Flow StudiesUrban Heat Island Mitigation