Personalized conditioning and its impact on thermal comfort and energy performance – A review

Abstract

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Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

“…Personal comfort system (PCS) refers to heating and cooling devices that allow individuals to control their local thermal environment to meet their comfort needs or desires [51,52]. The current practice of delivering uniform thermal conditions does not account for individual differences in comfort requirements.…”

A review of human thermal comfort in the built environment

“…Such a conditioning system aims to create a microclimate around a person, optimizing energy consumption and improving thermal comfort [121].…”

The human dimensions of energy use in buildings: A review

“…In 2016, the building efficiency market was the largest advanced energy market segment in the United States, with $ 2.3 billion in home energy management sector revenue and 1300% growth since 2011 [151]. The fast pace of research and development investments in technologies that leverage such data-rich environments [132], such as home energy monitoring systems [143,152], smart meters [140], and personalized environmental controls [7], indicates the growth of the building efficiency market towards human-driven technology innovations. Despite this growth and the reported potential of such technologies to achieve up to 30% energy consumption reduction [122], the market penetration of these technologies is still low relative to other new building efficiency technologies [53].…”