A satisfaction game for heating, ventilation and air conditioning control of smart buildings

Najmeh Forouzandehmehr; Samir M. Perlaza; Zhu Han; H. Vincent Poor

doi:10.1109/GLOCOM.2013.6831558

A satisfaction game for heating, ventilation and air conditioning control of smart buildings

Najmeh Forouzandehmehr, Samir M. Perlaza, Zhu Han, H. Vincent Poor

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Scopus citations

Abstract

In this paper, the problem of distributed control of the heating, ventilation and air conditioning (HVAC) system in an energy-smart building is addressed. Using tools from game theory the interaction among several autonomous HVAC units is studied and simple learning dynamics based on trial-and-error learning are proposed to achieve equilibrium. In particular, it is shown that this algorithm reaches stochastically stable states that are equilibria and maximizers of the global welfare of the corresponding game. Simulation results demonstrate that dynamic distributed control for the HVAC system can significantly increase the energy efficiency of smart buildings.

Original language	English (US)
Title of host publication	2013 IEEE Global Communications Conference, GLOBECOM 2013
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3164-3169
Number of pages	6
ISBN (Print)	9781479913534
DOIs	https://doi.org/10.1109/GLOCOM.2013.6831558
State	Published - Jan 1 2013
Event	2013 IEEE Global Communications Conference, GLOBECOM 2013 - Atlanta, GA, United States Duration: Dec 9 2013 → Dec 13 2013

Publication series

Name	GLOBECOM - IEEE Global Telecommunications Conference

Other

Other	2013 IEEE Global Communications Conference, GLOBECOM 2013
Country/Territory	United States
City	Atlanta, GA
Period	12/9/13 → 12/13/13

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/GLOCOM.2013.6831558

Cite this

Forouzandehmehr, N., Perlaza, S. M., Han, Z., & Poor, H. V. (2013). A satisfaction game for heating, ventilation and air conditioning control of smart buildings. In 2013 IEEE Global Communications Conference, GLOBECOM 2013 (pp. 3164-3169). [6831558] (GLOBECOM - IEEE Global Telecommunications Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GLOCOM.2013.6831558

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abstract = "In this paper, the problem of distributed control of the heating, ventilation and air conditioning (HVAC) system in an energy-smart building is addressed. Using tools from game theory the interaction among several autonomous HVAC units is studied and simple learning dynamics based on trial-and-error learning are proposed to achieve equilibrium. In particular, it is shown that this algorithm reaches stochastically stable states that are equilibria and maximizers of the global welfare of the corresponding game. Simulation results demonstrate that dynamic distributed control for the HVAC system can significantly increase the energy efficiency of smart buildings.",

author = "Najmeh Forouzandehmehr and Perlaza, {Samir M.} and Zhu Han and Poor, {H. Vincent}",

year = "2013",

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doi = "10.1109/GLOCOM.2013.6831558",

language = "English (US)",

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note = "2013 IEEE Global Communications Conference, GLOBECOM 2013 ; Conference date: 09-12-2013 Through 13-12-2013",

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Forouzandehmehr, N, Perlaza, SM, Han, Z & Poor, HV 2013, A satisfaction game for heating, ventilation and air conditioning control of smart buildings. in 2013 IEEE Global Communications Conference, GLOBECOM 2013., 6831558, GLOBECOM - IEEE Global Telecommunications Conference, Institute of Electrical and Electronics Engineers Inc., pp. 3164-3169, 2013 IEEE Global Communications Conference, GLOBECOM 2013, Atlanta, GA, United States, 12/9/13. https://doi.org/10.1109/GLOCOM.2013.6831558

A satisfaction game for heating, ventilation and air conditioning control of smart buildings. / Forouzandehmehr, Najmeh; Perlaza, Samir M.; Han, Zhu et al.

2013 IEEE Global Communications Conference, GLOBECOM 2013. Institute of Electrical and Electronics Engineers Inc., 2013. p. 3164-3169 6831558 (GLOBECOM - IEEE Global Telecommunications Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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N2 - In this paper, the problem of distributed control of the heating, ventilation and air conditioning (HVAC) system in an energy-smart building is addressed. Using tools from game theory the interaction among several autonomous HVAC units is studied and simple learning dynamics based on trial-and-error learning are proposed to achieve equilibrium. In particular, it is shown that this algorithm reaches stochastically stable states that are equilibria and maximizers of the global welfare of the corresponding game. Simulation results demonstrate that dynamic distributed control for the HVAC system can significantly increase the energy efficiency of smart buildings.

AB - In this paper, the problem of distributed control of the heating, ventilation and air conditioning (HVAC) system in an energy-smart building is addressed. Using tools from game theory the interaction among several autonomous HVAC units is studied and simple learning dynamics based on trial-and-error learning are proposed to achieve equilibrium. In particular, it is shown that this algorithm reaches stochastically stable states that are equilibria and maximizers of the global welfare of the corresponding game. Simulation results demonstrate that dynamic distributed control for the HVAC system can significantly increase the energy efficiency of smart buildings.

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M3 - Conference contribution

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BT - 2013 IEEE Global Communications Conference, GLOBECOM 2013

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Forouzandehmehr N, Perlaza SM, Han Z, Poor HV. A satisfaction game for heating, ventilation and air conditioning control of smart buildings. In 2013 IEEE Global Communications Conference, GLOBECOM 2013. Institute of Electrical and Electronics Engineers Inc. 2013. p. 3164-3169. 6831558. (GLOBECOM - IEEE Global Telecommunications Conference). doi: 10.1109/GLOCOM.2013.6831558

A satisfaction game for heating, ventilation and air conditioning control of smart buildings

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