Performance of machine learning algorithms considering spatial effects assessment for indoor personal thermal comfort in air-conditioned workplace.

• Main Authors: Ahmad, Syafiq Asyraff, Zaki, Sheikh Ahmad, Azizan, Azizul, Md. Taib, Noor Syazwanee
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/107793/1/SyafiqAsyraffAhmad2023_PerformanceofMachineLearningAlgorithms%20ConsideringSpatial.pdf; http://eprints.utm.my/107793/; http://dx.doi.org/10.1051/e3sconf/202339601064

Personal comfort models were developed to circumvent most of the constraints imposed by the Predicted Mean Vote (PMV) and present adaptive models, which consider the average response of a large population. Although there has been a lot of research into new input features for personal comfort models,...