Transactive Control of Commercial Buildings for Demand Response

Transactive control is a type of distributed control strategy that uses market mechanisms to engage self-interested responsive loads to achieve power balance in the electrical power grid. In this paper, we propose a transactive control approach of commercial building heating, ventilation, and air-co...

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Published inIEEE transactions on power systems Vol. 32; no. 1; pp. 774 - 783
Main Authors He Hao, Corbin, Charles D., Kalsi, Karanjit, Pratt, Robert G.
Format Journal Article
LanguageEnglish
Published New York IEEE 01.01.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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Abstract Transactive control is a type of distributed control strategy that uses market mechanisms to engage self-interested responsive loads to achieve power balance in the electrical power grid. In this paper, we propose a transactive control approach of commercial building heating, ventilation, and air-conditioning (HVAC) systems for demand response. We first describe the system models, and identify their model parameters using data collected from systems engineering building (SEB) located on our Pacific Northwest National Laboratory campus. We next present a transactive control market structure for commercial building HVAC systems, and describe its agent bidding and market clearing strategies. Several case studies are performed in a simulation environment using building controls virtual test bed (BCVTB) and calibrated SEB EnergyPlus model. We show that the proposed transactive control approach is very effective at peak shaving, load shifting, and strategic conservation for commercial building HVAC systems.
AbstractList Transactive control is a type of distributed control strategy that uses market mechanism to engage self-interested responsive loads to achieve power balance in the electrical power grid. In this paper, we propose a transactive control approach of commercial building Heating, Ventilation, and Air- Conditioning (HVAC) systems for demand response. We first describe the system models, and identify their model parameters using data collected from Systems Engineering Building (SEB) located on our Pacific Northwest National Laboratory (PNNL) campus. We next present a transactive control market structure for commercial building HVAC system, and describe its agent bidding and market clearing strategies. Several case studies are performed in a simulation environment using Building Control Virtual Test Bed (BCVTB) and calibrated SEB EnergyPlus model. We show that the proposed transactive control approach is very effective at peak clipping, load shifting, and strategic conservation for commercial building HVAC systems.
Transactive control is a type of distributed control strategy that uses market mechanisms to engage self-interested responsive loads to achieve power balance in the electrical power grid. In this paper, we propose a transactive control approach of commercial building heating, ventilation, and air-conditioning (HVAC) systems for demand response. We first describe the system models, and identify their model parameters using data collected from systems engineering building (SEB) located on our Pacific Northwest National Laboratory campus. We next present a transactive control market structure for commercial building HVAC systems, and describe its agent bidding and market clearing strategies. Several case studies are performed in a simulation environment using building controls virtual test bed (BCVTB) and calibrated SEB EnergyPlus model. We show that the proposed transactive control approach is very effective at peak shaving, load shifting, and strategic conservation for commercial building HVAC systems.
Author He Hao
Corbin, Charles D.
Kalsi, Karanjit
Pratt, Robert G.
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  givenname: Charles D.
  surname: Corbin
  fullname: Corbin, Charles D.
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  givenname: Karanjit
  surname: Kalsi
  fullname: Kalsi, Karanjit
  email: Karanjit.Kalsi@pnnl.gov
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  givenname: Robert G.
  surname: Pratt
  fullname: Pratt, Robert G.
  email: Robert.Pratt@pnnl.gov
  organization: Electr. Infrastruct. & Buildings Div., Pacific Northwest Nat. Lab., Richland, WA, USA
BackLink https://www.osti.gov/biblio/1344629$$D View this record in Osti.gov
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Cites_doi 10.1080/19401493.2010.518631
10.1109/TPWRS.2008.926717
10.2172/1166884
10.1016/j.applthermaleng.2003.11.008
10.1109/TPWRS.2013.2278952
10.1109/SMARTGRID.2010.5622076
10.1109/TPWRS.2015.2406813
10.1109/JPROC.2010.2081652
10.1109/ISGTEurope.2011.6162694
10.1080/10789669.2014.929887
10.1109/ACC.2015.7170746
10.1109/TPWRS.2014.2335158
10.1109/TAC.2015.2414772
10.1109/SEGE.2013.6707934
10.1109/CDC.2013.6760990
10.1109/TPWRS.2012.2204074
10.1287/opre.1110.0980
10.2172/901475
10.1016/j.enconman.2003.12.024
10.1017/CBO9780511804441
10.1109/HICSS.2015.316
10.1109/TPWRS.2007.907511
10.2172/1132690
10.1109/TSG.2014.2322604
10.1109/TPWRS.2015.2421932
10.1109/CDC.2014.7040020
10.1109/Allerton.2012.6483455
10.1109/TPWRS.2005.846221
10.1016/j.rser.2014.07.098
10.1109/TPWRS.2015.2458302
10.1109/TPWRS.2012.2195037
10.1016/j.enbuild.2003.12.007
10.1109/PES.2011.6039082
10.24084/repqj09.431
10.1109/TPWRS.2015.2432057
10.1109/TPWRS.2014.2328865
10.1016/S0378-7788(00)00114-6
10.1109/TPWRS.2005.857272
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References (ref49) 2014
ref12
ref15
ref14
ref11
koch (ref13) 0
(ref1) 2006
ref17
ref16
ref19
ref18
huberman (ref32) 0
ref51
ref50
ref46
ref45
ref47
hammerstrom (ref28) 2007
ref41
ref44
ref43
ref8
(ref2) 0
ref7
ref4
ref6
ref5
ref40
(ref48) 0
(ref42) 2014
li (ref9) 2011
ref34
ref36
ref31
ref30
ref33
(ref3) 2012
(ref10) 2007
ref39
(ref37) 2008
ref24
ref23
ref26
ref25
ref20
(ref38) 2010
ref22
ref21
ref27
ref29
ma (ref35) 0
References_xml – ident: ref33
  doi: 10.1080/19401493.2010.518631
– ident: ref43
  doi: 10.1109/TPWRS.2008.926717
– year: 2007
  ident: ref10
  article-title: Data collection for demand-side management for quantifying its influence on reliability results and recommendations
– ident: ref27
  doi: 10.2172/1166884
– ident: ref40
  doi: 10.1016/j.applthermaleng.2003.11.008
– year: 2010
  ident: ref38
  article-title: Energyplus engineering reference
– ident: ref18
  doi: 10.1109/TPWRS.2013.2278952
– ident: ref23
  doi: 10.1109/SMARTGRID.2010.5622076
– ident: ref17
  doi: 10.1109/TPWRS.2015.2406813
– year: 2008
  ident: ref37
  article-title: The ASHRAE handbook HVAC systems and equipment (SI Edition)
– ident: ref16
  doi: 10.1109/JPROC.2010.2081652
– year: 2014
  ident: ref42
  publication-title: R A Language and Environment for Statistical Computing
– start-page: 3075
  year: 0
  ident: ref35
  article-title: Fast stochastic predictive control for building temperature regulation
  publication-title: Proc Amer Control Conf
– ident: ref5
  doi: 10.1109/ISGTEurope.2011.6162694
– ident: ref8
  doi: 10.1080/10789669.2014.929887
– ident: ref36
  doi: 10.1109/ACC.2015.7170746
– ident: ref20
  doi: 10.1109/TPWRS.2014.2335158
– start-page: 171
  year: 0
  ident: ref32
  article-title: A multi-agent system for controlling building environments
  publication-title: Proc Int Conf Multiagent Syst
– ident: ref21
  doi: 10.1109/TAC.2015.2414772
– ident: ref12
  doi: 10.1109/SEGE.2013.6707934
– ident: ref22
  doi: 10.1109/CDC.2013.6760990
– year: 2014
  ident: ref49
  article-title: VOLTTRON: An agent execution platform
– ident: ref19
  doi: 10.1109/TPWRS.2012.2204074
– ident: ref47
  doi: 10.1287/opre.1110.0980
– ident: ref30
  doi: 10.2172/901475
– ident: ref39
  doi: 10.1016/j.enconman.2003.12.024
– year: 2006
  ident: ref1
  article-title: Benefits of demand response in electricity markets and recommendations for achieving them
– ident: ref51
  doi: 10.1017/CBO9780511804441
– ident: ref7
  doi: 10.1109/HICSS.2015.316
– ident: ref45
  doi: 10.1109/TPWRS.2007.907511
– ident: ref29
  doi: 10.2172/1132690
– ident: ref6
  doi: 10.1109/TSG.2014.2322604
– ident: ref46
  doi: 10.1109/TPWRS.2015.2421932
– ident: ref26
  doi: 10.1109/CDC.2014.7040020
– ident: ref4
  doi: 10.1109/Allerton.2012.6483455
– year: 0
  ident: ref2
– ident: ref50
  doi: 10.1109/TPWRS.2005.846221
– ident: ref14
  doi: 10.1016/j.rser.2014.07.098
– year: 2012
  ident: ref3
  article-title: Commercial buildings energy consumption survey: Overview of commercial buildings
– ident: ref15
  doi: 10.1109/TPWRS.2015.2458302
– ident: ref11
  doi: 10.1109/TPWRS.2012.2195037
– ident: ref41
  doi: 10.1016/j.enbuild.2003.12.007
– ident: ref24
  doi: 10.1109/PES.2011.6039082
– year: 2011
  ident: ref9
  article-title: Load management for price-based demand response scheduling-A block scheduling model
  publication-title: Int Conf Renew Energies Power Qual
  doi: 10.24084/repqj09.431
– ident: ref31
  doi: 10.1109/TPWRS.2015.2432057
– year: 0
  ident: ref48
– ident: ref25
  doi: 10.1109/TPWRS.2014.2328865
– year: 2007
  ident: ref28
  article-title: Pacific northwest gridwise testbed demonstration projects
– ident: ref34
  doi: 10.1016/S0378-7788(00)00114-6
– year: 0
  ident: ref13
  article-title: Direct versus facility centric load control for automated demand
– ident: ref44
  doi: 10.1109/TPWRS.2005.857272
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Snippet Transactive control is a type of distributed control strategy that uses market mechanisms to engage self-interested responsive loads to achieve power balance...
Transactive control is a type of distributed control strategy that uses market mechanism to engage self-interested responsive loads to achieve power balance in...
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SubjectTerms Air conditioners
Air conditioning
Atmospheric modeling
Buildings
Clearing
Commercial buildings
Computer simulation
Control systems
Cooling
Data models
demand response
ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION
HVAC
HVAC equipment
HVAC systems
Load management
Load modeling
market mechanism
Markets
Parameter identification
Systems engineering
Temperature measurement
transactive control
Ventilation
Virtual environments
Title Transactive Control of Commercial Buildings for Demand Response
URI https://ieeexplore.ieee.org/document/7460977
https://www.proquest.com/docview/1856388591
https://www.osti.gov/biblio/1344629
Volume 32
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