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| 001 | 849933 | ||
| 005 | 20230217124403.0 | ||
| 024 | 7 | _ | |a 10.1103/PhysRevE.97.032138 |2 doi |
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| 100 | 1 | _ | |a Weber, Juliane |0 P:(DE-Juel1)169298 |b 0 |u fzj |
| 245 | _ | _ | |a Modeling long correlation times using additive binary Markov chains: Applications to wind generation time series |
| 260 | _ | _ | |a Woodbury, NY |c 2018 |b Inst. |
| 264 | _ | 1 | |3 online |2 Crossref |b American Physical Society (APS) |c 2018-03-28 |
| 264 | _ | 1 | |3 print |2 Crossref |b American Physical Society (APS) |c 2018-03-01 |
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| 520 | _ | _ | |a Wind power generation exhibits a strong temporal variability, which is crucial for system integration in highly renewable power systems. Different methods exist to simulate wind power generation but they often cannot represent the crucial temporal fluctuations properly. We apply the concept of additive binary Markov chains to model a wind generation time series consisting of two states: periods of high and low wind generation. The only input parameter for this model is the empirical autocorrelation function. The two-state model is readily extended to stochastically reproduce the actual generation per period. To evaluate the additive binary Markov chain method, we introduce a coarse model of the electric power system to derive backup and storage needs. We find that the temporal correlations of wind power generation, the backup need as a function of the storage capacity, and the resting time distribution of high and low wind events for different shares of wind generation can be reconstructed. |
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| 536 | _ | _ | |a VH-NG-1025 - Helmholtz Young Investigators Group "Efficiency, Emergence and Economics of future supply networks" (VH-NG-1025_20112014) |0 G:(HGF)VH-NG-1025_20112014 |c VH-NG-1025_20112014 |x 1 |
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| 542 | _ | _ | |i 2018-03-28 |2 Crossref |u https://link.aps.org/licenses/aps-default-license |
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| 700 | 1 | _ | |a Zachow, Christopher |0 P:(DE-HGF)0 |b 1 |
| 700 | 1 | _ | |a Witthaut, Dirk |0 P:(DE-Juel1)162277 |b 2 |e Corresponding author |u fzj |
| 773 | 1 | 8 | |a 10.1103/physreve.97.032138 |b American Physical Society (APS) |d 2018-03-28 |n 3 |p 032138 |3 journal-article |2 Crossref |t Physical Review E |v 97 |y 2018 |x 2470-0045 |
| 773 | _ | _ | |a 10.1103/PhysRevE.97.032138 |g Vol. 97, no. 3, p. 032138 |0 PERI:(DE-600)2844562-4 |n 3 |p 032138 |t Physical review / E |v 97 |y 2018 |x 2470-0045 |
| 856 | 4 | _ | |y OpenAccess |u https://juser.fz-juelich.de/record/849933/files/Weber_PRE97_032138.pdf |
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| 999 | C | 5 | |a 10.1038/nclimate2572 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1038/nature18307 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |1 R. Sims |y 2011 |2 Crossref |t IPCC Special Report on Renewable Energy Sources and Climate Change Mitigation |o R. Sims IPCC Special Report on Renewable Energy Sources and Climate Change Mitigation 2011 |
| 999 | C | 5 | |a 10.1088/1748-9326/11/12/124025 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1038/nenergy.2016.175 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1038/s41598-017-11465-w |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1103/PhysRevE.95.060203 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1140/epjb/e2017-80352-8 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1038/s41560-017-0058-z |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.renene.2010.03.012 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.enpol.2012.09.009 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.rser.2012.01.029 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |1 P. Elsner |y 2015 |2 Crossref |t Flexibilitätskonzepte für die Stromversorgung 2050 |o P. Elsner Flexibilitätskonzepte für die Stromversorgung 2050 2015 |
| 999 | C | 5 | |a 10.1103/PhysRevLett.110.138701 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1088/1367-2630/18/6/063027 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.enconman.2016.04.020 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.renene.2014.10.024 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1088/1367-2630/17/5/055001 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1038/nclimate3338 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.5194/esd-8-1047-2017 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1103/PhysRevLett.118.028301 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1140/epjst/e2014-02216-9 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.energy.2017.12.051 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |1 K. Brokish |y 2009 |2 Crossref |t Proceedings of the Power Systems Conference and Exposition, 2009 (PSCE'09) |o K. Brokish Proceedings of the Power Systems Conference and Exposition, 2009 (PSCE'09) 2009 |
| 999 | C | 5 | |a 10.1109/TEC.2007.914174 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1109/TSTE.2013.2252433 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.energy.2012.10.032 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.apenergy.2012.06.044 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1103/PhysRevE.68.061107 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1103/PhysRevLett.90.110601 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.physa.2005.06.083 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1088/0305-4470/39/46/004 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |1 N. G. Van Kampen |y 1992 |2 Crossref |t Stochastic Processes in Physics and Chemistry |o N. G. Van Kampen Stochastic Processes in Physics and Chemistry 1992 |
| 999 | C | 5 | |1 C. W. Gardiner |y 1985 |2 Crossref |t Handbook of Stochastic Methods |o C. W. Gardiner Handbook of Stochastic Methods 1985 |
| 999 | C | 5 | |a 10.1016/j.renene.2013.10.005 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1016/j.energy.2016.08.068 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1175/JCLI-D-11-00015.1 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1002/joc.4382 |9 -- missing cx lookup -- |2 Crossref |
| 999 | C | 5 | |a 10.1109/60.4198 |9 -- missing cx lookup -- |2 Crossref |
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