Concepedia

Data-driven thermal comfort model via support vector machine algorithms: Insights from ASHRAE RP-884 database

Xiang Zhou, Ling Xu, Jingsi Zhang, Bing Niu, Maohui Luo, Guangya Zhou, Xu Zhang

Energy and Buildings · 2020 · 129 citations · 42 references

Concepts

EngineeringBuilding ScienceData ScienceHeat TransferThermal AnalysisThermal ComfortBuilding Heat Load CalculationHeat Transfer ModelingIndoor Thermal EnvironmentMean Radiant TemperatureSupport Vector MachinesThermal DesignComfort Prediction ModelsHuman Thermal Comfort ModelingSupport Vector ClassificationSupport Vector Machine ClassificationSupport Vector RegressionThermal Comfort EvaluationThermal Comfort Prediction

References

42

Artificial intelligence: a modern approach

Choice Reviews Online · 1995 · 22.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Artificial intelligence: A modern approach

Nils J. Nilsson · Artificial Intelligence · 1996 · 10.7K citations

Computing, Computer Science, Artificial Intelligence +13

Extension of the PMV model to non-air-conditioned buildings in warm climates

Povl Ole Fanger, Jørn Toftum · Energy and Buildings · 2002 · 832 citations

Architecture, Architectural Engineering, Building Science +16

A theoretical adaptive model of thermal comfort – Adaptive Predicted Mean Vote (aPMV)

Runming Yao, Baizhan Li, Jing Liu · Building and Environment · 2009 · 690 citations

Architecture, Architectural Engineering, Building Science +16

Analysis of the accuracy on PMV – PPD model using the ASHRAE Global Thermal Comfort Database II

Toby Cheung, Stefano Schiavon, Thomas Parkinson et al. · Building and Environment · 2019 · 529 citations · Full text

Architecture, Building Science, Mechanical Engineering +12