To decarbonize the heating sector, residential consumers may install heat pumps. Coupled with heating loads with high thermal inertia, these thermostatically controlled loads may provide a significant source of demand side flexibility. Since the capacity of residential consumers is typically insufficient to take part in the day-ahead electricity market (DAM), aggregators act as mediators that monetize the flexibility of these loads through demand response (DR). In this paper, we study the strategic interactions between an aggregator, its consumers and the DAM using a bilevel optimization framework. The aggregator-consumer interaction is captured either as a Stackelberg or a Nash Bargaining Game, leveraging chance-constrained programming to model limited controllability of residential DR loads. The aggregator takes strategic positions in the DAM, considering the uncertainty on the market outcome, represented as a stochastic Stackelberg Game. Results show that the DR provider-aggregator cooperation may yield significant monetary benefits. The aggregator cost-effectively manages the uncertainty on the DAM outcome and the limited controllability of its consumers. The presented methodology may be used to assess the value of DR in a deregulated power system or may be directly integrated in the daily routine of DR aggregators.
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页码:840 / 853
页数:14
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Wang B, 2015, 2ND INTERNATIONAL CONFERENCE ON COMPLEX SCIENCE MANAGEMENT AND EDUCATION SCIENCE (CSMES 2015), P28
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Univ Beira Interior, C MAST, P-6201001 Covilha, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Yazdani-Damavandi, Maziar
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Neyestani, Nilufar
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INESC TEC, P-4200465 Oporto, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Neyestani, Nilufar
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Shafie-khah, Miadreza
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Univ Beira Interior, C MAST, P-6201001 Covilha, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Shafie-khah, Miadreza
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Contreras, Javier
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Univ Castilla La Mancha, ETS Ingn Ind, E-13071 Ciudad Real, SpainUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Contreras, Javier
;
Catalao, Joao P. S.
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INESC TEC, P-4200465 Oporto, Portugal
Univ Porto, Fac Engn, P-4200465 Oporto, Portugal
Univ Lisbon, Inst Super Tecn, INESC ID, P-1049001 Lisbon, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
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Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Ye, Guoqiao
;
Li, Gaoxiang
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Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Li, Gaoxiang
;
Wu, Di
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Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Wu, Di
;
Zhou, Yipeng
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Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Univ South Australia, Inst Telecommun Res, Adelaide, SA 5095, AustraliaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
机构:
Univ Beira Interior, C MAST, P-6201001 Covilha, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Yazdani-Damavandi, Maziar
;
Neyestani, Nilufar
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INESC TEC, P-4200465 Oporto, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Neyestani, Nilufar
;
Shafie-khah, Miadreza
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Univ Beira Interior, C MAST, P-6201001 Covilha, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Shafie-khah, Miadreza
;
Contreras, Javier
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h-index: 0
机构:
Univ Castilla La Mancha, ETS Ingn Ind, E-13071 Ciudad Real, SpainUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
Contreras, Javier
;
Catalao, Joao P. S.
论文数: 0引用数: 0
h-index: 0
机构:
INESC TEC, P-4200465 Oporto, Portugal
Univ Porto, Fac Engn, P-4200465 Oporto, Portugal
Univ Lisbon, Inst Super Tecn, INESC ID, P-1049001 Lisbon, PortugalUniv Beira Interior, C MAST, P-6201001 Covilha, Portugal
机构:
Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Ye, Guoqiao
;
Li, Gaoxiang
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h-index: 0
机构:
Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Li, Gaoxiang
;
Wu, Di
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h-index: 0
机构:
Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Wu, Di
;
Zhou, Yipeng
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
Univ South Australia, Inst Telecommun Res, Adelaide, SA 5095, AustraliaSun Yat Sen Univ, Dept Comp Sci, Guangzhou 510006, Guangdong, Peoples R China