Sizing of energy storage for microgrids

IEEE Transactions on Smart Grid

Volumn 3, Issue 1, 2012, Pages 142-151

  Chen, S X ^a   Gooi, H B ^a   Wang, M Q ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Energy storage system; microgrid; optimal sizing; renewable energy

Indexed keywords

ENERGY STORAGE SYSTEMS; FORECASTING ERROR; GRID-CONNECTED; GRID-CONNECTED MODES; MICRO GRID; MODELING LANGUAGES; OPTIMAL SIZE; OPTIMAL SIZING; QUANTITATIVE RESULT; RENEWABLE ENERGIES; SPINNING RESERVES; UNIT COMMITMENT PROBLEM; WIND SPEED;

MATHEMATICAL MODELS; MATHEMATICAL PROGRAMMING; SUN;

ENERGY STORAGE;

EID: 84857652598     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2011.2160745     Document Type: Article

References (34)

1. Microgrid Energy Management Framework Jul. 2009 [Online]. Available: http://bit.ly/f98iSX
2. H. T. Le and T. Q. Nguyen, "Sizing energy storage systems for wind power firming: An analytical approach and a cost-benefit analysis," in Proc. Power Energy Soc. Gen. Meet., 2008, pp. 20-24.
3. S. Chen and H. Gooi, "Scheduling of energy storage in a grid-connected pv/battery system via simplorer," in Proc. TENCON IEEE Region 10 Conf., Nov. 2009, pp. 1-5.
4. X. Wang, D. M. Vilathgamuwa, and S. Choi, "Determination of battery storage capacity in energy buffer for wind farm," IEEE Trans. Energy Convers., vol. 23, no. 3, pp. 868-878, Sep. 2008.
5. S. Chiang, K. Chang, and C. Yen, "Residential photovoltaic energy storage system," IEEE Trans. Energy Convers., vol. 45, no. 3, pp. 385-394, Jun. 1998.
6. C. Venu, Y. Riffonneau, S. Bacha, and Y. Baghzouz, "Battery storage system sizing in distribution feeders with distributed photovoltaic systems," in Proc. IEEE Bucharest PowerTech, Jun. 2009.
7. J. Mitra, "Reliability-based sizing of backup storage," IEEE Trans. Power Syst., vol. 25, no. 2, pp. 1198-1199, 2010.
8. T.-Y. Lee and N. Chen, "Determination of optimal contract capacities and optimal sizes of battery energy storage systems for time-of-use rates industrial customers," IEEE Trans. Energy Convers., vol. 10, no. 3, pp. 562-568, Sep. 1995.
9. H. T. Le and T. Q. Nguyen, "Sizing energy storage systems for wind power firming: An analytical approach and a cost-benefit analysis," in Proc. Power Energy Soc. Gen. Meet., Jul. 2008, pp. 1-8.
10. J. Kaldellis, D. Zafirakis, and E. Kondili, "Optimum sizing of photovoltaic-energy storage systems for autonomous small islands," Int. J. Electr. Power Energ. Syst., vol. 32, no. 1, pp. 24-36, 2010.
11. R. Billinton, H. Chen, and R. Ghajar, "Time-series models for reliability evaluation of power systems including wind energy," Microelec-tron. Reliab., vol. 36, no. 9, pp. 1253-1261, 1996.
12. B. Ernst, B. Oakleaf, M. Ahlstrom, M. Lange, C. Moehrlen, B. Lange, U. Focken, and K. Rohrig, "Predicting the wind," IEEE Power Energy Mag., vol. 5, no. 6, pp. 78-89, Nov. 2007.
13. G. Sideratos and N. Hatziargyriou, "An advanced statistical method for wind power forecasting," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 258-265, Feb. 2007.
14. J. Taylor, P. McSharry, and R. Buizza, "Wind power density forecasting using ensemble predictions and time series models," IEEE Trans. Energy Convers., vol. 24, no. 3, pp. 775-782, Sep. 2009.
15. R.-H. Liang and J.-H. Liao, "A fuzzy-optimization approach for generation scheduling with wind and solar energy systems," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 1665-1674, Nov. 2007.
16. T. Barbounis, J. Theocharis, M. Alexiadis, and P. Dokopoulos, "Longterm wind speed and power forecasting using local recurrent neural network models," IEEE Trans. Energy Convers., vol. 21, no. 1, pp. 273-284, Mar. 2006.
17. B. Borowy and Z. Salameh, "Optimum photovoltaic array size for a hybrid wind/pv system," IEEE Trans. Energy Convers., vol. 9, no. 3, pp. 482-488, Sep. 1994.
18. L. Soder, "Simulation of wind speed forecast errors for operation planning of multiarea power systems," in Proc. Probabil. Methods Applied Power Syst., Sep. 2004, pp. 723-728.
19. R. Perez, R. Seals, P. Ineichen, R. Stewart, and D. Menicucci, "A new simplified version of the perez diffuse irradiance model for tilted surfaces," Solar Energy, vol. 39, no. 3, pp. 221-231, 1987.
20. W. Xiao, M. Lind, W. Dunford, and A. Capel, "Real-time identification of optimal operating points in photovoltaic power systems," IEEE Trans. Ind. Electron., vol. 53, no. 4, pp. 1017-1026, Jun. 2006.
21. P. Kirawanich and R. O'Connell, "Potential harmonic impact of a residential utility-interactive photovoltaic system," in Proc. 9th Harmonics Quality Power Conf., 2000, vol. 3, pp. 983-987.
22. C. Tao, D. Shanxu, and C. Changsong, "Forecasting power output for grid-connected photovoltaic power system without using solar radiation measurement," in Proc. 2nd IEEE Int. Symp. Power Electron. Dis-trib. Gener. Syst. (PEDG), Jun. 2010, pp. 773-777.
23. A. Yona, T. Senjyu, and T. Funabashi, "Application of recurrent neural network to short-term-ahead generating power forecasting for photovoltaic system," in Proc. Power Energy Soc. Gen. Meet., Jun. 2007, pp. 1-6.
24. J. Hoff, L. Townsend, and J. Hines, "Prediction of energetic solar particle event dose-time profiles using artificial neural networks," IEEE Trans. Nucl. Sci., vol. 50, no. 6, pp. 2296-2300, Dec. 2003.
25. A. Iga and Y. Ishihara, "Characteristics and embodiment of the practical use method of monthly temperature coefficient of the photovoltaic generation system," IEEJ Trans. Power Energy, vol. 126, no. 8, pp. 767-775, 2006.
26. G. Pepermans, J. Driesen, D. Haeseldonckx, R. Belmans, and W. D'haeseleer, "Distributed generation: Definition, benefits and issues," Energy Policy, vol. 33, no. 6, pp. 787-798, 2005.
27. L. Gao, S. Liu, and R. Dougal, "Dynamic lithium-ion battery model for system simulation," IEEE Trans. Compon. Packag. Technol., vol. 25, no. 3, pp. 495-505, Sep. 2002.
28. S. X. Chen, K. J. Tseng, and S. S. Choi, "Modeling of lithium-ion battery for energy storage system simulation," in Proc. Power Energy Eng. Conf., Asia-Pacific, Mar. 2009, pp. 1-4.
29. B. Venkatesh, P. Yu, H. Gooi, and D. Choling, "Fuzzy milp unit commitment incorporating wind generators," IEEE Trans. Power Syst., vol. 23, no. 4, pp. 1738-1746, Nov. 2008.
30. R. Fourer, D. M. Gay, and B. W. Kernighan, AMPL: A Modeling Language for Mathematical Programming. Pacific Grove, CA: Thomson Brooks/Cole, 2003.
31. Y. Chen, P. Luh, C. Guan, Y. Zhao, L. Michel, M. Coolbeth, P. Friedland, and S. Rourke, "Short-term load forecasting: Similar day-based wavelet neural networks," IEEE Trans. Power Syst., vol. 25, no. 1, pp. 322-330, Feb. 2010.
32. "Battery and electric vehicle report" Jul. 2010 [Online]. Available: http://bit.ly/fGaZPB
33. Ubi-2590 Smbus (Part no. ubbl10) Battery Specification Aug. 2009 [Online]. Available: http://bit.ly/gLgVY0
34. Northeast Power Coordinating Council (NPCC) Operating Reserve Criteria Dec. 2008 [Online]. Available: http://is.gd/b6xbb