The quantification of heating, ventilation, and air condition (HVAC) system flexibility is critical to the operations of both the grid and buildings in demand response (DR) programs. However, the flexibility quantification is challenging due to the non-linearity and non-convexity of thermal dynamics associated with HVAC components. This paper proposes a novel HVAC flexibility quantification method based on a semidefinite programming (SDP) formulation. The SDP is reformulated from the non-convex problem of HVAC power optimization, and can be solved efficiently in real-time. The physics-based HVAC model is incorporated to ensure the reliability and accuracy of solutions. The quantification results are organized into an HVAC flexibility table that can provide response strategies on adjusting HVAC setpoints in response to the grid signals received. The developed response strategies minimize occupant discomfort while satisfying grid requirements. A case study of a test building model is carried out to illustrate the flexibility quantification framework and compares the performance of two DR strategies.
机构:
Virginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USAVirginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USA
Adhikari, Rajendra
;
Pipattanasomporn, Manisa
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Chulalongkorn Univ, Dept Elect Engn, Smart Grid Res Unit, Bangkok 10330, ThailandVirginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USA
Pipattanasomporn, Manisa
;
Rahman, Saifur
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Virginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USAVirginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USA
机构:
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
Sargent & Lundy LLC, Chicago, IL 60603 USAUniv Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
Beil, Ian
;
Hiskens, Ian
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Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
Hiskens, Ian
;
Backhaus, Scott
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h-index: 0
机构:
Los Alamos Natl Lab, Condensed Matter & Thermal Phys Grp, Los Alamos, NM 87545 USAUniv Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
机构:
Pacific Northwest Natl Lab, Richland, WA 99352 USA
Katholieke Univ Leuven, Dept Mech Engn, Leuven, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Drgona, Jan
;
Arroyo, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
Energy Ville, Thor Pk, Waterschei, Belgium
VITO NV, B-200 Boeretang Mol, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Arroyo, Javier
;
Cupeiro Figueroa, Iago
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h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
Energy Ville, Thor Pk, Waterschei, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Cupeiro Figueroa, Iago
;
Blum, David
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机构:
Lawrence Berkeley Natl Lab, Berkeley, CA USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Blum, David
;
Arendt, Krzysztof
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机构:
Univ Southern Denmark, Ctr Energy Informat, Odense, DenmarkPacific Northwest Natl Lab, Richland, WA 99352 USA
Arendt, Krzysztof
;
Kim, Donghun
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Berkeley, CA USA
Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Kim, Donghun
;
Olle, Enric Perarnau
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机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Olle, Enric Perarnau
;
Oravec, Juraj
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机构:
Slovak Univ Technol Bratislava, Fac Chem & Food Technol, Bratislava, SlovakiaPacific Northwest Natl Lab, Richland, WA 99352 USA
Oravec, Juraj
;
Wetter, Michael
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机构:
Lawrence Berkeley Natl Lab, Berkeley, CA USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Wetter, Michael
;
Vrabie, Draguna L.
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机构:
Pacific Northwest Natl Lab, Richland, WA 99352 USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Vrabie, Draguna L.
;
Helsen, Lieve
论文数: 0引用数: 0
h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
Energy Ville, Thor Pk, Waterschei, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
机构:
Virginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USAVirginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USA
Adhikari, Rajendra
;
Pipattanasomporn, Manisa
论文数: 0引用数: 0
h-index: 0
机构:
Chulalongkorn Univ, Dept Elect Engn, Smart Grid Res Unit, Bangkok 10330, ThailandVirginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USA
Pipattanasomporn, Manisa
;
Rahman, Saifur
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USAVirginia Tech, Adv Res Inst, Bradley Dept Elect & Comp Engn, Arlington, VA 22203 USA
机构:
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
Sargent & Lundy LLC, Chicago, IL 60603 USAUniv Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
Beil, Ian
;
Hiskens, Ian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
Hiskens, Ian
;
Backhaus, Scott
论文数: 0引用数: 0
h-index: 0
机构:
Los Alamos Natl Lab, Condensed Matter & Thermal Phys Grp, Los Alamos, NM 87545 USAUniv Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
机构:
Pacific Northwest Natl Lab, Richland, WA 99352 USA
Katholieke Univ Leuven, Dept Mech Engn, Leuven, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Drgona, Jan
;
Arroyo, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
Energy Ville, Thor Pk, Waterschei, Belgium
VITO NV, B-200 Boeretang Mol, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Arroyo, Javier
;
Cupeiro Figueroa, Iago
论文数: 0引用数: 0
h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
Energy Ville, Thor Pk, Waterschei, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Cupeiro Figueroa, Iago
;
Blum, David
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Berkeley, CA USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Blum, David
;
Arendt, Krzysztof
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Denmark, Ctr Energy Informat, Odense, DenmarkPacific Northwest Natl Lab, Richland, WA 99352 USA
Arendt, Krzysztof
;
Kim, Donghun
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Berkeley, CA USA
Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Kim, Donghun
;
Olle, Enric Perarnau
论文数: 0引用数: 0
h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA
Olle, Enric Perarnau
;
Oravec, Juraj
论文数: 0引用数: 0
h-index: 0
机构:
Slovak Univ Technol Bratislava, Fac Chem & Food Technol, Bratislava, SlovakiaPacific Northwest Natl Lab, Richland, WA 99352 USA
Oravec, Juraj
;
Wetter, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Berkeley, CA USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Wetter, Michael
;
Vrabie, Draguna L.
论文数: 0引用数: 0
h-index: 0
机构:
Pacific Northwest Natl Lab, Richland, WA 99352 USAPacific Northwest Natl Lab, Richland, WA 99352 USA
Vrabie, Draguna L.
;
Helsen, Lieve
论文数: 0引用数: 0
h-index: 0
机构:
Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
Energy Ville, Thor Pk, Waterschei, BelgiumPacific Northwest Natl Lab, Richland, WA 99352 USA