Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control

Diana Hintea, James Brusey, Elena Gaura, John Kemp, Neil Beloe

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

1 Citation (Scopus)

Abstract

Equivalent Temperature is generally considered an accurate predictor for thermal comfort in car cabins. However, direct measurement of this parameter is impractical in fielded applications. The paper presents an empirical, multiple linear regression based approach for estimating body segment equivalent temperatures for car cabin occupants from different sensors within the car. Body part equivalent temperature at eight segments and cabin sensor data (air temperature, surface temperature, mean radiant temperature, humidity and solar load) was gathered in a variety of environmental and cabin conditions. 38 experimental hours of trials in a controlled environment and 26 experimental hours of realistic driving trials were used for training and evaluating the estimator's performance. The estimation errors were on average between 0.5°C and 1.9°C for different body parts for trials within a controlled environment, while for trials in realistic driving scenarios they ranged between 1°C and 2°C. This demonstrates that passenger body part equivalent temperature can be estimated using a multiple linear regression from environmental sensors and leads the way to comfort driven Heating, Ventilation and Air Conditioning control.
Original languageEnglish
Title of host publicationProceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO)
EditorsJean-Louis Ferrier, Oleg Gusikhin, Kurosh Madani, Jurek Sasiadek
PublisherSciTePress
Pages507-513
Number of pages7
Volume1
ISBN (Electronic)978-989-8565-70-9
DOIs
Publication statusPublished - Jul 2013
Event10th International Conference on Informatics in Control, Automation and Robotics (ICINCO) 2013 - Reykjavik, Iceland
Duration: 29 Jul 201331 Jul 2013
Conference number: 10
http://www.icinco.org/?y=2013

Conference

Conference10th International Conference on Informatics in Control, Automation and Robotics (ICINCO) 2013
Abbreviated titleICINCO 2013
CountryIceland
CityReykjavik
Period29/07/1331/07/13
Internet address

Fingerprint

Air conditioning
Ventilation
Railroad cars
Heating
Temperature
Linear regression
Sensors
Thermal comfort
Error analysis
Atmospheric humidity
Air

Keywords

  • Equivalent Temperature
  • Multiple Linear Regression
  • Thermal Comfort
  • HVAC

Cite this

Hintea, D., Brusey, J., Gaura, E., Kemp, J., & Beloe, N. (2013). Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control. In J-L. Ferrier, O. Gusikhin, K. Madani, & J. Sasiadek (Eds.), Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO) (Vol. 1, pp. 507-513). SciTePress. https://doi.org/10.5220/0004595205070513

Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control. / Hintea, Diana; Brusey, James; Gaura, Elena; Kemp, John; Beloe, Neil.

Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO). ed. / Jean-Louis Ferrier; Oleg Gusikhin; Kurosh Madani; Jurek Sasiadek. Vol. 1 SciTePress, 2013. p. 507-513.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Hintea, D, Brusey, J, Gaura, E, Kemp, J & Beloe, N 2013, Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control. in J-L Ferrier, O Gusikhin, K Madani & J Sasiadek (eds), Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO). vol. 1, SciTePress, pp. 507-513, 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO) 2013, Reykjavik, Iceland, 29/07/13. https://doi.org/10.5220/0004595205070513
Hintea D, Brusey J, Gaura E, Kemp J, Beloe N. Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control. In Ferrier J-L, Gusikhin O, Madani K, Sasiadek J, editors, Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO). Vol. 1. SciTePress. 2013. p. 507-513 https://doi.org/10.5220/0004595205070513
Hintea, Diana ; Brusey, James ; Gaura, Elena ; Kemp, John ; Beloe, Neil. / Comfort in Cars - Estimating Equivalent Temperature for Comfort Driven Heating, Ventilation and Air Conditioning (HVAC) Control. Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO). editor / Jean-Louis Ferrier ; Oleg Gusikhin ; Kurosh Madani ; Jurek Sasiadek. Vol. 1 SciTePress, 2013. pp. 507-513
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