DocumentCode
3662378
Title
Proposal for home energy management system to survey individual thermal comfort range for HVAC control with little contribution from users
Author
Mio Fukuta;Kanae Matsui;Minako Ito;Hiroaki Nishi
Author_Institution
Department of System Design, Faculty of Science and Technology, Keio University, Yokohama, Japan
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
658
Lastpage
663
Abstract
Heating, ventilation, and air conditioning (HVAC) control is used to effectively reduce energy consumption in a home energy management system (HEMS). For the HVAC control, it is necessary to evaluate the indoor comfort level because the HVAC operation is significantly related to indoor environmental conditions. Although there are some indices for indoor comfort, individuals have different comfort ranges. A questionnaire is one way to gather data on individual comfort ranges. However, it requires contributions from users. Therefore, we proposed a new survey method that varied the intervals of the questions addressed to users to reduce the number of responses needed. Additionally, a comfort estimation method was proposed that did not require a questionnaire. This method analyzes the user´s operation of the HVAC system, such as touching its on/off switch. An HEMS with the capability of utilizing these two methods was installed in a laboratory and 16 houses in Miyagi prefecture, Japan. An experiment using this HEMS was conducted, and it was able to reduce the number of feedbacks needed to maintain each person´s comfort by an average of 32.2%. The HEMS provided the same accuracy as hourly questionnaires. Namely, it confirmed that the estimation based on the air conditioner operations was almost the same as that based on an hourly questionnaire.
Keywords
"Accuracy","Estimation","Databases","Temperature sensors","Servers","Energy consumption"
Publisher
ieee
Conference_Titel
Industrial Informatics (INDIN), 2015 IEEE 13th International Conference on
ISSN
1935-4576
Electronic_ISBN
2378-363X
Type
conf
DOI
10.1109/INDIN.2015.7281813
Filename
7281813
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