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Portable+: A Ubiquitous And Smart Way Towards Comfortable Energy Savings

Journal Article · · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
DOI:https://doi.org/10.1145/3090079· OSTI ID:1374642
 [1];  [1];  [2]
  1. IIIT-Delhi
  2. Pacific Northwest National Laboratory

An air conditioner (AC) consumes a significant proportion of the total household power consumption. Primarily used in developing countries, decentralised AC has an inbuilt thermostat to cool the room to a temperature, manually set by the users. However, residents are incapable of specifying their goal through these thermostats - maximise their comfort or save AC energy. State-of-the-art portable thermostats emulate AC remotes and assist occupants in remotely changing the thermostat temperature, through their smartphones. We propose extending such thermostats to portable+ by adding a Comfort-Energy Trade-off (CET) knob, realised through an optimisation framework to allow users to balance their comfort and the savings without worrying about the right set temperature. Analysis based on real data, collected from a controlled experiment (across two rooms for two weeks) and an in-situ deployment (across five rooms for three months), indicates that portable+ thermostats can reduce residents’ discomfort by 23% (CET selection for maximal comfort) and save 26% energy when CET is set for maximising savings.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (US)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
OSTI ID:
1374642
Report Number(s):
PNNL-SA-125359
Journal Information:
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Journal Name: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Journal Issue: 2 Vol. 1; ISSN 2474-9567
Country of Publication:
United States
Language:
English

References (8)

PreHeat conference September 2011
Data driven feedback for optimized and efficient usage of decentralized air conditioners conference March 2016
Non-intrusive estimation and prediction of residential AC energy consumption conference March 2016
Optimal Personal Comfort Management Using SPOT+ conference November 2013
The smart thermostat: using occupancy sensors to save energy in homes conference January 2010
Spot conference May 2013
ThermalSense: determining dynamic thermal comfort preferences using thermographic imaging
  • Ranjan, Juhi; Scott, James
  • UbiComp '16: The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing https://doi.org/10.1145/2971648.2971659
conference September 2016
Identifying models of HVAC systems using semiparametric regression conference June 2012

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