A modeling and optimization framework for power systems design with operational flexibility and resilience against extreme heat waves and drought events
被引:69
作者:
Abdin, A. F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Lab Genie Ind, Cent Supelec, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fdn Elect France EDF, Chair Syst Sci & Energy Challenge, Paris, FranceUniv Paris Saclay, Lab Genie Ind, Cent Supelec, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Abdin, A. F.
[1
,2
]
Fang, Y-P
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Lab Genie Ind, Cent Supelec, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fdn Elect France EDF, Chair Syst Sci & Energy Challenge, Paris, FranceUniv Paris Saclay, Lab Genie Ind, Cent Supelec, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fang, Y-P
[1
,2
]
Zio, E.
论文数: 0引用数: 0
h-index: 0
机构:
PSL Res Univ, CRC, Mines ParisTech, Sophia Antipolis, France
Politecn Milan, Dept Energy, Milan, Italy
Kyung Hee Univ, Dept Nucl Energy, Seoul, South KoreaUniv Paris Saclay, Lab Genie Ind, Cent Supelec, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Zio, E.
[3
,4
,5
]
机构:
[1] Univ Paris Saclay, Lab Genie Ind, Cent Supelec, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
[2] Fdn Elect France EDF, Chair Syst Sci & Energy Challenge, Paris, France
[3] PSL Res Univ, CRC, Mines ParisTech, Sophia Antipolis, France
[4] Politecn Milan, Dept Energy, Milan, Italy
[5] Kyung Hee Univ, Dept Nucl Energy, Seoul, South Korea
Power system design;
Renewable energy penetration;
Operational flexibility;
Extreme weather events;
Power system resilience;
CLIMATE-CHANGE;
IMPACTS;
MULTIPERIOD;
TEMPERATURE;
ELECTRICITY;
ADAPTATION;
ENERGY;
D O I:
10.1016/j.rser.2019.06.006
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Operational flexibility is an important attribute for the design of sustainable power systems with a high share of intermittent renewable energy sources (IRES). Resilience against extreme weather is also becoming an important concern. In this study, a modeling and optimization framework for power systems planning, which considers both operational flexibility and resilience against extreme weather events, is proposed. In particular, a set of piece-wise linear models are developed to capture the impact of extreme heat waves and drought events on the performance of the power generation units and on the system load. A method is, also, proposed to incorporate the impact models within a modified optimal power system planning problem that can adequately accommodate high shares of IRES. The framework is applied to a case study based on real future climate projections from the Coupled Model Intercomparison Project phase 5 (CMIP5) under different levels of IRES penetration (up to 50%) and severity of the extreme weather events. A sensitivity analysis is conducted for planning under different Representative Concentration Pathways (RCPs) that cover the impact of different trajectories of greenhouse gas concentration on future climate. In particular, RCPs with increase in radiative forcing of +8.5 Wm(-2), +4.5 Wm(-2) and +2.6 Wm(-2) of the pre-industrial levels are considered. The results demonstrate that significant improvements in terms of load supply under an extreme heat wave and drought events can be achieved following the resilient planning framework proposed, compared to conventional planning methods. It is also shown how renewable generation units can improve the system performance against those extreme climate events. Moreover, the quantitative assessment indicates an important interaction between the resilience of the system and its flexibility, and the compound impact of failing to consider either aspect in the power system design phase.
机构:
Univ Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fdn Elect France EDF, Syst Sci & Energy Challenge, Gif Sur Yvette, FranceUniv Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Abdin, Adam F.
Zio, Enrico
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fdn Elect France EDF, Syst Sci & Energy Challenge, Gif Sur Yvette, France
Politecn Milan, Dept Energy, Milan, ItalyUniv Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
机构:
Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, ItalyPolitecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
Cadini, Francesco
Agliardi, Gian Luca
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, ItalyPolitecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
Agliardi, Gian Luca
Zio, Enrico
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
Univ Paris Saclay, Chair Syst Sci & Energy Challenge, Fdn Elect France EDF, CentraleSupelec, F-92290 Chatenay Malabry, FrancePolitecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
Chenni, R.
Makhlouf, M.
论文数: 0引用数: 0
h-index: 0
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
Makhlouf, M.
Kerbache, T.
论文数: 0引用数: 0
h-index: 0
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
Kerbache, T.
Bouzid, A.
论文数: 0引用数: 0
h-index: 0
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
机构:
Univ Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fdn Elect France EDF, Syst Sci & Energy Challenge, Gif Sur Yvette, FranceUniv Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Abdin, Adam F.
Zio, Enrico
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
Fdn Elect France EDF, Syst Sci & Energy Challenge, Gif Sur Yvette, France
Politecn Milan, Dept Energy, Milan, ItalyUniv Paris Saclay, Cent Supelec, Lab Genie Ind, 3 Rue Joliot Curie, F-91190 Gif Sur Yvette, France
机构:
Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, ItalyPolitecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
Cadini, Francesco
Agliardi, Gian Luca
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, ItalyPolitecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
Agliardi, Gian Luca
Zio, Enrico
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
Univ Paris Saclay, Chair Syst Sci & Energy Challenge, Fdn Elect France EDF, CentraleSupelec, F-92290 Chatenay Malabry, FrancePolitecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
Chenni, R.
Makhlouf, M.
论文数: 0引用数: 0
h-index: 0
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
Makhlouf, M.
Kerbache, T.
论文数: 0引用数: 0
h-index: 0
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria
Kerbache, T.
Bouzid, A.
论文数: 0引用数: 0
h-index: 0
机构:
Mentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, AlgeriaMentouri Univ Route Ain El Bey, Fac Engn Sci, Dept Elect Engn, Constantine, Algeria