Transmission planning is typically faced with a wide range of uncertainty including growth in demand, renewable energy generation and fuel price. The restructuring of the electric power industry, the drive for energy independence and the push for a cleaner environment have led to additional sources of uncertainty in all aspects of power system operations and planning. The more decentralized decision-making implicates uncertainty in future generation investment and retirement of existing units. Such uncertainties are among the biggest challenges in transmission planning in power systems. However, existing approaches in the literature do not fully address this problem. In this paper, we construct a new robust transmission planning model representing generation investment and retirement uncertainty more realistically to improve the quantification and visualization of uncertainty and the impacts of environmental policies. With this model, we can manage the impacts of uncertainty in the time, the size and the location of candidate generation additions as well as the retirement of units. The corresponding algorithm we develop takes advantage of the structural characteristics of the model so as to obtain a computationally efficient solution methodology. We present an extensive numerical study on the WECC 240-bus system and illustrate the effectiveness of our approach.
机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
Ben-Tal, A
;
Nemirovski, A
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Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
;
Litvinov, Eugene
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ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Litvinov, Eugene
;
Sun, Xu Andy
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机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Sun, Xu Andy
;
Zhao, Jinye
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机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Zhao, Jinye
;
Zheng, Tongxin
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机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
Royal Inst Technol KTH, Stockholm, SwedenRoyal Inst Technol KTH, Stockholm, Sweden
Hesamzadeh, Mohammad R.
;
Biggar, Darryl R.
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机构:
Australian Competit & Consumer Commiss, Melbourne, Vic, Australia
Australian Energy Regulator, Melbourne, Vic, AustraliaRoyal Inst Technol KTH, Stockholm, Sweden
Biggar, Darryl R.
;
Hosseinzadeh, Nasser
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机构:
Swinburne Univ Technol, Melbourne, Vic, AustraliaRoyal Inst Technol KTH, Stockholm, Sweden
Hosseinzadeh, Nasser
;
Wolfs, Peter J.
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机构:
Curtin Univ Technol, Perth, WA, AustraliaRoyal Inst Technol KTH, Stockholm, Sweden
机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
Ben-Tal, A
;
Nemirovski, A
论文数: 0引用数: 0
h-index: 0
机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
;
Litvinov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Litvinov, Eugene
;
Sun, Xu Andy
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Sun, Xu Andy
;
Zhao, Jinye
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Zhao, Jinye
;
Zheng, Tongxin
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
Royal Inst Technol KTH, Stockholm, SwedenRoyal Inst Technol KTH, Stockholm, Sweden
Hesamzadeh, Mohammad R.
;
Biggar, Darryl R.
论文数: 0引用数: 0
h-index: 0
机构:
Australian Competit & Consumer Commiss, Melbourne, Vic, Australia
Australian Energy Regulator, Melbourne, Vic, AustraliaRoyal Inst Technol KTH, Stockholm, Sweden
Biggar, Darryl R.
;
Hosseinzadeh, Nasser
论文数: 0引用数: 0
h-index: 0
机构:
Swinburne Univ Technol, Melbourne, Vic, AustraliaRoyal Inst Technol KTH, Stockholm, Sweden
Hosseinzadeh, Nasser
;
Wolfs, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Curtin Univ Technol, Perth, WA, AustraliaRoyal Inst Technol KTH, Stockholm, Sweden