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A Novel Approach for the Unit Commitment with Vehicle-to-grid

  • Jin, Lei (College of Electrical Engineering, Zhe-jiang University) ;
  • Yang, Huan (College of Electrical Engineering, Zhe-jiang University) ;
  • Zhou, Yuying (College of Electrical Engineering, Zhe-jiang University) ;
  • Zhao, Rongxiang (College of Electrical Engineering, Zhe-jiang University)
  • Received : 2013.06.13
  • Accepted : 2013.08.16
  • Published : 2013.09.01

Abstract

The electrical vehicles (EV) with vehicle-to-grid (V2G) capability can be used as loads, energy sources and energy storage in MicroGrid integrated with renewable energy sources. The output power of generators will be reallocated in the considering of V2G. An intelligent unit commitment (UC) with V2G for cost optimization is presented in this paper. A new constraint of UC with V2G is considered to satisfy daily use of EVs. A hybrid optimiza-tion algorithm combined Binary Particle Swarm Optimization (BPSO) with Lagrange Mul-tipliers Method (LMM) is proposed. The difference between results of UC with V2G and UC without V2G is presented.

Keywords

References

  1. A. J. Wood and B. F. Wollenberg, Power Generation Operation and Control. New York: Wiley, 1984.
  2. R. C. Johnson, H. H. Happ and W. J. Wright, "Large Scale Hydro-Thermal Unit Commitment-Method and Results," Power Apparatus and Systems, IEEE Transactions on, vol. PAS-90, pp. 1373-1384, 1971-01-01 1971. https://doi.org/10.1109/TPAS.1971.292941
  3. G. S. Lauer, N. R. Sandell, D. P. Bertsekas, and T. A. Posbergh, "Solution of Large-Scale Optimal Unit Commitment Problems," Power Apparatus and Systems, IEEE Transactions on, vol. PAS-101, pp. 79-86, 1982-01-01 1982. https://doi.org/10.1109/TPAS.1982.317243
  4. W. L. Snyder, H. D. Powell and J. C. Rayburn, "Dynamic Programming Approach to Unit Commitment," Power Systems, IEEE Transactions on, vol. 2, pp. 339-348, 1987-01-01 1987. https://doi.org/10.1109/TPWRS.1987.4335130
  5. S. Virmani, E. C. Adrian, K. Imhof, and S. Mukherjee, "Implementation of a Lagrangian relaxation based unit commitment problem," Power Systems, IEEE Transactions on, vol. 4, pp. 1373-1380, 1989-01-01 1989. https://doi.org/10.1109/59.41687
  6. A. J. Svoboda, T. Chung-Li, L. Chao-An, and R. B. Johnson, "Short-term resource scheduling with ramp constraints [power generation scheduling]," Power Systems, IEEE Transactions on, vol. 12, pp. 77-83, 1997-01-01 1997. https://doi.org/10.1109/59.574926
  7. A. Y. Saber and G. K. Venayagamoorthy, "Unit commitment with vehicle-to-Grid using particle swarm optimization," in PowerTech, 2009 IEEE Bucharest, 2009, pp. 1-8.
  8. B. Zhao, C. X. Guo, B. R. Bai, and Y. J. Cao, "An improved particle swarm optimization algorithm for unit commitment," International Journal of Electrical Power & Energy Systems, vol. 28, pp. 482-490, 2006. https://doi.org/10.1016/j.ijepes.2006.02.011
  9. T. O. Ting, M. V. C. Rao and C. K. Loo, "A novel approach for unit commitment problem via an effective hybrid particle swarm optimization," Power Systems, IEEE Transactions on, vol. 21, pp. 411- 418, 2006-01-01 2006. https://doi.org/10.1109/TPWRS.2005.860907
  10. A. Y. Saber, T. Senjyu, A. Yona, and T. Funabashi, "Unit commitment computation by fuzzy adaptive particle swarm optimisation," Generation, Transmission & Distribution, IET, vol. 1, pp. 456-465, 2007-01-01 2007. https://doi.org/10.1049/iet-gtd:20060252
  11. S. A. Kazarlis, A. G. Bakirtzis and V. Petridis, "A genetic algorithm solution to the unit commitment problem," Power Systems, IEEE Transactions on, vol. 11, pp. 83-92, 1996-01-01 1996.
  12. J. M. Arroyo and A. J. Conejo, "A Parallel Repair Genetic Algorithm to Solve the Unit Commitment Problem," Power Engineering Review, IEEE, vol. 22, p. 60-60, 2002-01-01 2002.
  13. K. S. Swarup and S. Yamashiro, "Unit commitment solution methodology using genetic algorithm," Power Systems, IEEE Transactions on, vol. 17, pp. 87-91, 2002-01-01 2002. https://doi.org/10.1109/59.982197
  14. I. G. Damousis, A. G. Bakirtzis and P. S. Dokopoulos, "A solution to the unit-commitment problem using integer-coded genetic algorithm," Power Systems, IEEE Transactions on, vol. 19, pp. 1165- 1172, 2004-01-01 2004. https://doi.org/10.1109/TPWRS.2003.821625
  15. K. A. Juste, H. Kita, E. Tanaka, and J. Hasegawa, "An evolutionary programming solution to the unit commitment problem," Power Systems, IEEE Transactions on, vol. 14, pp. 1452-1459, 1999-01-01 1999. https://doi.org/10.1109/59.801925
  16. A. H. Mantawy, Y. L. Abdel-Magid and S. Z. Selim, "Integrating genetic algorithms, tabu search, and simulated annealing for the unit commitment problem," Power Systems, IEEE Transactions on, vol. 14, pp. 829-836, 1999-01-01 1999. https://doi.org/10.1109/59.780892
  17. C. Y. Chung, Y. Han and P. W. Kit, "An Advanced Quantum-Inspired Evolutionary Algorithm for Unit Commitment," Power Systems, IEEE Transactions on, vol. 26, pp. 847-854, 2011-01-01 2011. https://doi.org/10.1109/TPWRS.2010.2059716
  18. G. Zwe-Lee, "Discrete particle swarm optimization algorithm for unit commitment," in Power Engineering Society General Meeting, 2003, IEEE, 2003, pp. 424 Vol. 1.
  19. W. Kempton and S. E. Letendre, "Electric vehicles as a new power source for electric utilities," Transportation Research Part D: Transport and Environment, vol. 2, pp. 157-175, 1997. https://doi.org/10.1016/S1361-9209(97)00001-1
  20. W. Kempton and J. Tomic, "Vehicle-to-grid power fundamentals: Calculating capacity and net revenue," Journal of Power Sources, vol. 144, pp. 268-279, 2005. https://doi.org/10.1016/j.jpowsour.2004.12.025
  21. W. Kempton and J. Tomic, "Vehicle-to-grid power implementation: From stabilizing the grid to supporting large-scale renewable energy," Journal of Power Sources, vol. 144, pp. 280-294, 2005. https://doi.org/10.1016/j.jpowsour.2004.12.022
  22. A. Y. Saber and G. K. Venayagamoorthy, "Intelligent unit commitment with vehicle-to-grid --A cost-emission optimization," Journal of Power Sources, vol. 195, pp. 898-911, 2010. https://doi.org/10.1016/j.jpowsour.2009.08.035
  23. A. Y. Saber and G. K. Venayagamoorthy, "Plug-in Vehicles and Renewable Energy Sources for Cost and Emission Reductions," Industrial Electronics, IEEE Transactions on, vol. 58, pp. 1229-1238, 2011-01-01 2011.
  24. T. Ghanbarzadeh, S. Goleijani and M. P. Moghaddam, "Reliability constrained unit commitment with electric vehicle to grid using Hybrid Particle Swarm Optimization and Ant Colony Optimization," in Power and Energy Society General Meeting, 2011 IEEE, Detroit, Michigan, USA, 2011, pp. 1-7.