Risk-Averse Stochastic Programming for Planning Hybrid Electrical Energy Systems: A Brazilian Case
被引:2
作者:
Kitamura, Daniel
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机构:
Univ Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, Brazil
Kitamura, Daniel
[1
]
Willer, Leonardo
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机构:
Univ Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, Brazil
Willer, Leonardo
[1
]
Dias, Bruno
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机构:
Univ Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, Brazil
Dias, Bruno
[1
]
Soares, Tiago
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机构:
Inst Syst & Comp Engn Technol & Sci, Ctr Power & Energy Syst, P-4200465 Porto, PortugalUniv Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, Brazil
Soares, Tiago
[2
]
机构:
[1] Univ Fed Juiz de Fora, Elect Energy Dept, BR-36036330 Juiz De Fora, Brazil
[2] Inst Syst & Comp Engn Technol & Sci, Ctr Power & Energy Syst, P-4200465 Porto, Portugal
hybrid electrical energy system;
stochastic programming;
risk analysis;
optimization;
renewable energy sources;
GRID-TIED MICROGRIDS;
OPTIMIZATION;
DESIGN;
D O I:
10.3390/en16031463
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
This work presents a risk-averse stochastic programming model for the optimal planning of hybrid electrical energy systems (HEES), considering the regulatory policy applied to distribution systems in Brazil. Uncertainties associated with variables related to photovoltaic (PV) generation, load demand, fuel price for diesel generation and electricity tariff are considered, through the definition of scenarios. The conditional value-at-risk (CVaR) metric is used in the optimization problem to consider the consumer's risk propensity. The model determines the number and type of PV panels, diesel generation, and battery storage capacities, in which the objective is to minimize investment and operating costs over the planning horizon. Case studies involving a large commercial consumer are carried out to evaluate the proposed model. Results showed that under normal conditions only the PV system is viable. The PV/diesel system tends to be viable in adverse hydrological conditions for risk-averse consumers. Under this condition, the PV/battery system is viable for a reduction of 87% in the battery investment cost. An important conclusion is that the risk analysis tool is essential to assist consumers in the decision-making process of investing in HEES.
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Botelho, D. F.
de Oliveira, L. W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
de Oliveira, L. W.
Dias, B. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Dias, B. H.
Soares, T. A.
论文数: 0引用数: 0
h-index: 0
机构:
INESC Technol & Sci INESC TEC, P-4200465 Porto, Portugal
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Soares, T. A.
Moraes, C. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Univ Fed Vicosa, Dept Agr Engn, Vicosa, MG, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Chen, Jian
Zhang, Weitong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Weitong
Li, Jiaqi
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Li, Jiaqi
Zhang, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Wen
Liu, Yutian
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Liu, Yutian
Zhao, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Elect Power Corp, Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhao, Bo
Zhang, Yicheng
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Botelho, D. F.
de Oliveira, L. W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
de Oliveira, L. W.
Dias, B. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Dias, B. H.
Soares, T. A.
论文数: 0引用数: 0
h-index: 0
机构:
INESC Technol & Sci INESC TEC, P-4200465 Porto, Portugal
SMART4GRIDS Res Grp, Sao Paulo, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Soares, T. A.
Moraes, C. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
Univ Fed Vicosa, Dept Agr Engn, Vicosa, MG, BrazilUniv Fed Juiz de Fora, Elect Energy Dept, Juiz De Fora, MG, Brazil
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Chen, Jian
Zhang, Weitong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Weitong
Li, Jiaqi
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Li, Jiaqi
Zhang, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhang, Wen
Liu, Yutian
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Liu, Yutian
Zhao, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Elect Power Corp, Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China
Zhao, Bo
Zhang, Yicheng
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeShandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Shandong, Peoples R China