Evaluation of machine learning methods for thermal sensation and comfort predictions in microenvironments created by personal conditioning devices

Author:

Wang Lingzhe1,Dalgo Daniel A.2,Mattise Nicholas1,Zhu Shengwei1,Srebric Jelena1

Affiliation:

1. University of Maryland, College Park

2. Montgomery College

Funder

MEI Seed Grant, University of Maryland, College Park

Publisher

ACM

Reference4 articles.

1. ASHRAE. 2020. Standard 55 - Thermal Environmental Conditions for Human Occupancy. (2020). ASHRAE. 2020. Standard 55 - Thermal Environmental Conditions for Human Occupancy. (2020).

2. Energy savings and thermal comfort evaluation of a novel personal conditioning device

3. Observations of upper-extremity skin temperature and corresponding overall-body thermal sensations and comfort

4. Lingzhe Wang , Daniel A. Dalgo , Nicholas Mattise , Shengwei Zhu , and Jelena Srebric . 2022. Physiological Responses and Data-Driven Thermal Comfort Models with Personal Conditioning Devices (PCD). Manuscript submitted for publication ( 2022 ). Lingzhe Wang, Daniel A. Dalgo, Nicholas Mattise, Shengwei Zhu, and Jelena Srebric. 2022. Physiological Responses and Data-Driven Thermal Comfort Models with Personal Conditioning Devices (PCD). Manuscript submitted for publication (2022).

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