Coordination of pumped-storage unit and irrigation system with intermittent wind generation for intelligent energy management of an agricultural microgrid
This paper presents a new coordination framework to optimize the joint operation of pumped-storage unit, irrigation system and intermittent wind power generation in an agricultural microgrid. The microgrid is an agricultural complex connected to the medium voltage network. This complex contains a farm needing water to be irrigated every day. The irrigation system has two large scale reservoirs located in different levels. These reservoirs have been planned to act as pumped-storage unit reservoirs. The microgrid contains different electrical loads such as industrial livestock, agricultural products packaging factory, drip irrigation system, lighting and other small loads. The microgrid is connected to the upstream network at the grid supply point (GSP) and supplies loads with power from the upstream network and a wind power unit located in the farm. The proposed framework optimizes day-ahead (DA) scheduling of power exchange with the upstream network, pumped-storage unit and irrigation system based on forecasted wind power, microgrid load demand and water needed for irrigation in a market environment. The two-point estimate method (TPEM) is implemented to model the uncertainties associated with wind power and wholesale market prices. Finally, the effectiveness of the proposed framework is evaluated on several case studies. (C) 2017 Elsevier Ltd. All rights reserved.
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Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
MIT, Dept Civil & Environm Engn, Cambridge, MA 02139 USAUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Barbour, Edward
;
Wilson, I. A. Grant
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Univ Sheffield, Dept Chem & Biol Engn, Environm & Energy Engn Grp, Sheffield S10 2TN, S Yorkshire, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Wilson, I. A. Grant
;
Radcliffe, Jonathan
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Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Radcliffe, Jonathan
;
Ding, Yulong
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Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Ding, Yulong
;
Li, Yongliang
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Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
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Univ Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, BelgiumUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Bruninx, Kenneth
;
Dvorkin, Yury
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Univ Washington, Dept Elect Engn, Seattle, WA 98195 USAUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Dvorkin, Yury
;
Delarue, Erik
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Univ Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, BelgiumUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Delarue, Erik
;
Pandzic, Hrvoje
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Univ Zagreb, Fac Elect Engn & Comp, HR-10000 Zagreb, CroatiaUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Pandzic, Hrvoje
;
D'haeseleer, William
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Univ Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, BelgiumUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
D'haeseleer, William
;
Kirschen, Daniel S.
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Univ Washington, Dept Elect Engn, Seattle, WA 98195 USAUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
机构:
Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
MIT, Dept Civil & Environm Engn, Cambridge, MA 02139 USAUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Barbour, Edward
;
Wilson, I. A. Grant
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sheffield, Dept Chem & Biol Engn, Environm & Energy Engn Grp, Sheffield S10 2TN, S Yorkshire, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Wilson, I. A. Grant
;
Radcliffe, Jonathan
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机构:
Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Radcliffe, Jonathan
;
Ding, Yulong
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机构:
Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
Ding, Yulong
;
Li, Yongliang
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Univ Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, EnglandUniv Birmingham, Birmingham Ctr Energy Storage, Birmingham B15 2TT, W Midlands, England
机构:
Univ Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, BelgiumUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Bruninx, Kenneth
;
Dvorkin, Yury
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Elect Engn, Seattle, WA 98195 USAUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Dvorkin, Yury
;
Delarue, Erik
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h-index: 0
机构:
Univ Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, BelgiumUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Delarue, Erik
;
Pandzic, Hrvoje
论文数: 0引用数: 0
h-index: 0
机构:
Univ Zagreb, Fac Elect Engn & Comp, HR-10000 Zagreb, CroatiaUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
Pandzic, Hrvoje
;
D'haeseleer, William
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, BelgiumUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium
D'haeseleer, William
;
Kirschen, Daniel S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Elect Engn, Seattle, WA 98195 USAUniv Leuven KU Leuven, Energy Inst, TME Branch Energy Convers, B-3001 Leuven, Belgium