Distributed Real-Time Power Balancing in Renewable-Integrated Power Grids with Storage and Flexible Loads

IEEE Transactions on Smart Grid

Volumn 7, Issue 5, 2016, Pages 2337-2349

  Sun, Sun ^a   Dong, Min ^b   Liang, Ben ^a  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY OF ONTARIO INSTITUTE OF TECHNOLOGY   (Canada)

Author keywords

Distributed algorithm; energy storage; flexible loads; renewable generation; stochastic optimization

Indexed keywords

ALGORITHMS; ECONOMICS; ELECTRIC POWER DISTRIBUTION;

ASYMPTOTICALLY OPTIMAL; COMMUNICATION OVERHEADS; CONVENTIONAL GENERATORS; DISTRIBUTED IMPLEMENTATION; FAST CONVERGENCE RATE; NEAR-OPTIMAL PERFORMANCE; REAL-TIME POWER BALANCING; RENEWABLE GENERATION;

ELECTRIC POWER TRANSMISSION NETWORKS;

EID: 84937701018     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2015.2445794     Document Type: Article

References (31)

1. A. Meier, Electric Power Systems: A Conceptual Introduction. Hoboken, NJ, USA: Wiley, 2006.
2. P. Denholm, E. Ela, B. Kirby, and M. Milligan, "The role of energy storage with renewable electricity generation," Nat. Renew. Energy Lab., Golden, CO, USA, Tech. Rep. NREL/TP-6A2-47187, Jan. 2010.
3. D. Callaway and I. Hiskens, "Achieving controllability of electric loads," Proc. IEEE, vol. 99, no. 1, pp. 184-199, Jan. 2011.
4. H. Su and A. Gamal, "Modeling and analysis of the role of energy storage for renewable integration: Power balancing," IEEE Trans. Power Syst., vol. 28, no. 4, pp. 4109-4117, Nov. 2013.
5. L. Lu, J. Tu, C. Chau, M. Chen, and X. Lin, "Online energy generation scheduling for microgrids with intermittent energy sources and co-generation," in Proc. ACM SIGMETRICS, Pittsburgh, PA, USA, Jun. 2013, pp. 53-56.
6. B. Narayanaswamy, V. Garg, and T. Jayram, "Online optimization for the smart (micro) grid," in Proc. ACM e-Energy, Madrid, Spain, May 2012, pp. 1-10.
7. T. Chang, M. Alizadeh, and A. Scaglione, "Real-Time power balancing via decentralized coordinated home energy scheduling," IEEE Trans. Smart Grid, vol. 4, no. 3, pp. 1490-1504, Sep. 2013.
8. S. Sun, M. Dong, and B. Liang, "Real-Time power balancing in electric grids with distributed storage," IEEE J. Sel. Topics Signal Process., vol. 8, no. 6, pp. 1167-1181, Dec. 2014.
9. S. Sun, M. Dong, and B. Liang, "Real-Time welfare-maximizing regulation allocation in dynamic aggregator-EVs system," IEEE Trans. Smart Grid, vol. 5, no. 3, pp. 1397-1409, May 2014.
10. L. Huang, J. Walrand, and K. Ramchandran, "Optimal power procurement and demand response with quality-of-usage guarantees," in Proc. IEEE PESGM, San Diego, CA, USA, Jul. 2012, pp. 1-8.
11. L. Xiang, D. Ng, W. Lee, and R. Schober, "Optimal storage-Aided wind generation integration considering ramping requirements," in Proc. IEEE SmartGridComm, Vancouver, BC, Canada, Oct. 2013, pp. 648-653.
12. Y. Huang, S. Mao, and R. Nelms, "Adaptive electricity scheduling in microgrids," in Proc. IEEE INFOCOM, Turin, Italy, Apr. 2013, pp. 1142-1150.
13. S. Chen, N. Shroff, and P. Sinha, "Heterogeneous delay tolerant task scheduling and energy management in the smart grid with renewable energy," IEEE J. Sel. Areas Commun., vol. 31, no. 7, pp. 1258-1267, Jul. 2013.
14. Y. Guo, M. Pan, Y. Fang, and P. Khargonekar, "Decentralized coordination of energy utilization for residential households in the smart grid," IEEE Trans. Smart Grid, vol. 4, no. 3, pp. 1341-1350, Sep. 2013.
15. Y. Zhang, N. Gatsis, and G. Giannakis, "Robust energy management for microgrids with high-penetration renewables," IEEE Trans. Sustain. Energy, vol. 4, no. 4, pp. 944-953, Oct. 2013.
16. S. Salinas, M. Li, P. Li, and Y. Fu, "Dynamic energy management for the smart grid with distributed energy resources," IEEE Trans. Smart Grid, vol. 4, no. 4, pp. 2139-2150, Dec. 2013.
17. M. Neely, Stochastic Network Optimization With Application to Communication and Queueing Systems. San Rafael, CA, USA: Morgan & Claypool, 2010.
18. S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, "Distributed optimization and statistical learning via the alternating direction method of multipliers," J. Found. Trends Mach. Learn., vol. 3, no. 1, pp. 1-22, 2011.
19. J. Qin, Y. Chow, J. Yang, and R. Rajagopal. (Jun. 2014). Distributed Online Modified Greedy Algorithm for Networked Storage Operation Under Uncertainty. [Online]. Available: http://arxiv.org/pdf/1406.4615v2.pdf
20. Y. Kanoria, A. Montanari, D. Tse, and B. Zhang. (Oct. 2011). Distributed Storage for Intermittent Energy Sources: Control Design and Performance Limits. [Online]. Available: http://arxiv.org/abs/1110.4441
21. J. Kim and W. Powell, "Optimal energy commitments with storage and intermittent supply," Oper. Res., vol. 59, no. 6, pp. 1347-1360, Nov./Dec. 2011.
22. A. ParandehGheibi, M. Roozbehani, A. Ozdaglar, and M. Dahleh, "The reliability value of storage in a volatile environment," in Proc. ACC, Montreal, QC, Canada, Jun. 2012, pp. 2934-2939.
23. S. Bose and E. Bitar, "Variability and the locational marginal value of energy storage," in Proc. IEEE CDC, Los Angeles, CA, USA, Dec. 2014, pp. 3259-3265.
24. S. Sun, M. Dong, and B. Liang, "Joint supply, demand, and energy storage management towards microgrid cost minimization," in Proc. IEEE SmartGridComm, Venice, Italy, Nov. 2014, pp. 109-114.
25. P. Ramadass, B. Haran, R. White, and B. Popov, "Performance study of commercial LiCoO2 and spinel-based Li-ion cells," J. Power Sources, vol. 111, no. 2, pp. 210-220, Apr. 2002.
26. M. Shahidehpour, H. Yamin, and Z. Li, Market Operations in Electric Power Systems: Forecasting, Scheduling, and Risk Management. Hoboken, NJ, USA: Wiley, 2002.
27. S. Nadel and G. Herndon, The Future of the Utility Industry and the Role of Energy Efficiency, Amer. Council Energy Efficient Econ., Washington, DC, USA, 2014.
28. H. Wang and A. Banerjee. (Jul. 2013). Online Alternating Direction Method. [Online]. Available: http://arxiv.org/abs/1306.3721
29. A. Ipakchi and F. Albuyeh, "Grid of the future," IEEE Power Energy Mag., vol. 7, no. 2, pp. 52-62, Mar./Apr. 2009.
30. (Dec. 2014). Electricity Prices in Ontario. [Online]. Available: http://www.ontarioenergyboard.ca/OEB/Consumers/Electricity
31. T. Larsson, M. Patriksson, and A. Strömberg, "Ergodic, primal convergence in dual subgradient schemes for convex programming," Math. Program., vol. 86, no. 2, pp. 283-312, 1999.