Blowing hard is not all we want: Quantity vs quality of wind power in the smart grid

Proceedings - IEEE INFOCOM

Volumn , Issue , 2014, Pages 2813-2821

  Kong, Fanxin ^a   Dong, Chuansheng ^a   Liu, Xue ^a   Zeng, Haibo ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE CHANGE; ELECTRIC POWER TRANSMISSION NETWORKS; ELECTRIC UTILITIES; GREENHOUSE GASES; NATURAL RESOURCES; SMART POWER GRIDS; SOLAR ENERGY; WIND TURBINES;

COST OF ELECTRICITY; ELECTRICAL GRIDS; GAUSSIAN REGRESSION; GLOBAL CLIMATE CHANGES; INTEGRATION OF RENEWABLE ENERGIES; OPERATING RESERVE; RENEWABLE ENERGY SOURCE; WIND AND SOLAR POWER;

WIND POWER;

EID: 84904439175     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFOCOM.2014.6848231     Document Type: Conference Paper

References (34)

1. EIA, "Electric power annual," http://www.eia.gov/electricity/ annual/, 2013.
2. E. Bitar, P. P. Khargonekar, and K. Poolla, "Systems and control opportunities in the integration of renewable energy into the smart grid," in Proc. of the IFAC World Congress, 2011, pp. 4927-4932.
3. W. Clark III, Sustainable Communities Design Handbook: Green Engineering, Architecture, and Technology. Butterworth-Heinemann, 2010.
4. C. Monteiro, R. Bessa, V. Miranda, A. Botterud, J. Wang, G. Conzelmann et al., "Wind power forecasting: State-of-the-art 2009." Argonne National Laboratory (ANL), Tech. Rep., 2009.
5. M. Lei, L. Shiyan, J. Chuanwen, L. Hongling, and Z. Yan, "A review on the forecasting of wind speed and generated power," Renewable and Sustainable Energy Reviews, vol. 13, no. 4, pp. 915-920, 2009.
6. S. S. Soman, H. Zareipour, O. Malik, and P. Mandal, "A review of wind power and wind speed forecasting methods with different time horizons," in North American Power Symposium (NAPS), vol. 4, 2010.
7. N. Sharma, P. Sharma, D. Irwin, and P. Shenoy, "Predicting solar generation from weather forecasts using machine learning," in IEEE International Conference on Smart Grid Communications (SmartGrid-Comm), 2011, pp. 528-533.
8. P. Denholm, E. Ela, B. Kirby, and M. Milligan, The role of energy storage with renewable electricity generation. National Renewable Energy Laboratory, 2010.
9. S. Borenstein, M. Jaske, and A. Rosenfeld, Dynamic pricing, advanced metering, and demand response in electricity markets. Center for the Study of Energy Markets, University of California Energy Institute, UC Berkeley, 2002.
10. K. Spees and L. B. Lave, "Impacts of responsive load in pjm: Load shifting and real time pricing," The Energy Journal, vol. 29, no. 2, pp. 101-122, 2008.
11. A. Lee, H. Chen, and H. Kang, "Multi-criteria decision making on strategic selection of wind farms," Renewable Energy, vol. 34, no. 1, pp. 120-126, 2009.
12. T. Kaya and C. Kahraman, "Multicriteria renewable energy planning using an integrated fuzzy vikor & ahp methodology: The case of istanbul," Energy, vol. 35, no. 6, pp. 2517-2527, 2010.
13. M. Fripp, "Switch: A planning tool for power systems with large shares of intermittent renewable energy," Environmental Science and Technology-Columbus, vol. 46, no. 11, p. 6371, 2012.
14. S. Baban and T. Parry, "Developing and applying a gis-assisted approach to locating wind farms in the uk," Renewable energy, vol. 24, no. 1, pp. 59-71, 2001.
15. R. Van Haaren and V. Fthenakis, "Gis-based wind farm site selection using spatial multi-criteria analysis (smca): Evaluating the case for new york state," Renewable and Sustainable Energy Reviews, vol. 15, no. 7, pp. 3332-3340, 2011.
16. Wind Power Program, "Wind turbine power ouput variation with steady wind speed," http://www.wind-power-program.com/turbine characteristics.htm.
17. GE, "Wind turbines," http://www.ge-energy.com/products and services/products/wind turbines/, 2013.
18. ENERCON, "Enercon wind energy converters-product overview," http://www.enercon.de/p/downloads/EN Productoverview 0710.pdf, 2013.
19. Vestas, "Vestas brochures," http://www.vestas.com/en/media/ brochures.aspx, 2013.
20. NORDEX, "Wind turbines," http://www.nordex-online.com/en/ productsservices/ wind-turbines.html, 2013.
21. WINDFLOW, "Windflow 500 wind turbine," http://www.windflow.co. nz/products, 2013.
22. National Renewable Energy Laboratory (NREL), "National solar radiation data base," http://rredc.nrel.gov/solar/old data/nsrdb/1991-2010/ NCDCStationData/.
23. E. Peterson and J. Hennessey Jr, "On the use of power laws for estimates of wind power potential," Journal of Applied Meteorology, vol. 17, pp. 390-394, 1978.
24. G. M. Masters, Renewable and efficient electric power systems. John Wiley & Sons, 2005.
25. W. Cliff, "Effect of generalized wind characteristics on annual power estimates from wind turbine generators," Battelle Pacific Northwest Labs., Richland, WA (USA), Tech. Rep., 1977.
26. National Renewable Energy Laboratory (NREL), "Wind energy resource atlas of the united states," http://rredc.nrel.gov/wind/pubs/atlas/.
27. M. Albadi and E. El-Saadany, "New method for estimating cf of pitchregulated wind turbines," Electric Power Systems Research, vol. 80, no. 9, pp. 1182-1188, 2010.
28. Y. Gao, Z. Zeng, X. Liu, and P. Kumar, "The answer is blowing in the wind: Analysis of powering internet data centers with wind energy," in Proc. of INFOCOM (Mini Conference). IEEE, 2013.
29. C. Dong, F. Kong, X. Liu, and H. Zeng, "Green power analysis for geographical load balancing based datacenters," in International Green Computing Conference (IGCC). IEEE, 2013, pp. 1-8.
30. G. Marmidis, S. Lazarou, and E. Pyrgioti, "Optimal placement of wind turbines in a wind park using monte carlo simulation," Renewable Energy, vol. 33, no. 7, pp. 1455-1460, 2008.
31. S. Boyd and L. Vandenberghe, Convex optimization. Cambridge university press, 2004.
32. G. Bekele and B. Palm, "Feasibility study for a standalone solar-windbased hybrid energy system for application in ethiopia," Applied Energy, vol. 87, no. 2, pp. 487-495, 2010.
33. H. Yang, Z. Wei, and L. Chengzhi, "Optimal design and technoeconomic analysis of a hybrid solar-wind power generation system," Applied Energy, vol. 86, no. 2, pp. 163-169, 2009.
34. R. Dufo-Lopez and J. L. Bernal-Agustin, "Multi-objective design of pv-wind-diesel-hydrogen-battery systems," Renewable energy, vol. 33, no. 12, pp. 2559-2572, 2008.