Skip to main content
Top

2017 | OriginalPaper | Chapter

A Green Dispatch Model of Power System with Wind Energy Considering Energy-Environmental Efficiency

Authors : Daojun Chen, Liqing Liang, Lei Zhang, Jian Zuo, Keren Zhang, Chenkun Li, Hu Guo

Published in: Advanced Computational Methods in Energy, Power, Electric Vehicles, and Their Integration

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

With rising pressure caused by decreasing natural resources, there emerges stronger call for environmental protection and sustainable development. As a kind of environmental-friendly energy, wind power has been increasing in capacity around the world in recent years. As more and more wind power gets connected with the grid, its impact on power dispatch should also be considered. Based on traditional power system optimized dispatch, this paper introduces the energy-environmental efficiency concept into construction of a green dispatch model for wind incorporated power systems. The strategy takes both minimum resource consumption and best energy-environmental efficiency as indexes to assess the optimization of wind power incorporated systems from an environmental-friendly point of view. Fuzzy technology is adopted along with the tabu search-based PSO algorithm to solve the problem. It is proven that the proposed model is reasonable and of good practicality.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Damousis, I.G., Alexiadis, M.C., Theocharis, J.B., Dokopoulos, P.S.: A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation. IEEE Trans. Energy Convers. 19(2), 352–361 (2004)CrossRef Damousis, I.G., Alexiadis, M.C., Theocharis, J.B., Dokopoulos, P.S.: A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation. IEEE Trans. Energy Convers. 19(2), 352–361 (2004)CrossRef
2.
go back to reference Miranda, V., Hang, P.S.: Economic dispatch model with fuzzy wind constraints and attitudes of dispatchers. IEEE Trans. Power Syst. 20(4), 2143–2145 (2005)CrossRef Miranda, V., Hang, P.S.: Economic dispatch model with fuzzy wind constraints and attitudes of dispatchers. IEEE Trans. Power Syst. 20(4), 2143–2145 (2005)CrossRef
3.
go back to reference Chen, C.L., Lee, T.Y., Jan, R.M.: Optimal wind-thermal coordination dispatch in isolated power systems with large integration of wind capacity. Energy Convers. Manage. 47(18–19), 3456–3472 (2006)CrossRef Chen, C.L., Lee, T.Y., Jan, R.M.: Optimal wind-thermal coordination dispatch in isolated power systems with large integration of wind capacity. Energy Convers. Manage. 47(18–19), 3456–3472 (2006)CrossRef
4.
go back to reference Eriksen, P.B., Ackermann, T., Abildgaard, H., Smith, P., Winter, W., Rodriquez Garcia, J.M.: System operation with high wind penetration. IEEE Power Energy Mag. 3(6), 65–74 (2005)CrossRef Eriksen, P.B., Ackermann, T., Abildgaard, H., Smith, P., Winter, W., Rodriquez Garcia, J.M.: System operation with high wind penetration. IEEE Power Energy Mag. 3(6), 65–74 (2005)CrossRef
5.
go back to reference Marwali, M.K., Shahidehpour, S.M.: Coordination between long-term and short-term generation scheduling with net-work constraints. IEEE Trans. Power Syst. 15(3), 1161–1167 (2000)CrossRef Marwali, M.K., Shahidehpour, S.M.: Coordination between long-term and short-term generation scheduling with net-work constraints. IEEE Trans. Power Syst. 15(3), 1161–1167 (2000)CrossRef
6.
go back to reference Carrion, M., Arroyo, J.M.: A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem. IEEE Trans. Power Syst. 21(3), 1371–1378 (2006)CrossRef Carrion, M., Arroyo, J.M.: A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem. IEEE Trans. Power Syst. 21(3), 1371–1378 (2006)CrossRef
7.
go back to reference Li, C.A., Jap, P.J., Streiffert, D.L.: Implementation of network flow programming to the hydrothermal coordination in an energy management system. IEEE Trans. Power Syst. 8(3), 1045–1093 (1993)CrossRef Li, C.A., Jap, P.J., Streiffert, D.L.: Implementation of network flow programming to the hydrothermal coordination in an energy management system. IEEE Trans. Power Syst. 8(3), 1045–1093 (1993)CrossRef
8.
go back to reference Kumar, S., Naresh, R.: Efficient real coded genetic algorithm to solve the non-convex hydrothermal scheduling problem. Electr. Power Energy Syst. 29(10), 738–747 (2007)CrossRef Kumar, S., Naresh, R.: Efficient real coded genetic algorithm to solve the non-convex hydrothermal scheduling problem. Electr. Power Energy Syst. 29(10), 738–747 (2007)CrossRef
9.
go back to reference Yu, B.H., Yuan, X.H., Wang, J.W.: Short-term hydro-thermal scheduling using particle swarm optimization method. Energy Convers. Manag. 48(7), 1902–1908 (2007)CrossRef Yu, B.H., Yuan, X.H., Wang, J.W.: Short-term hydro-thermal scheduling using particle swarm optimization method. Energy Convers. Manag. 48(7), 1902–1908 (2007)CrossRef
10.
go back to reference Damousis, I.G., Bakirtzis, A.G., Dokopoulos, P.S.: Network-constrained economic dispatch using real-coded genetic algorithm. IEEE Trans. Power Syst. 18(1), 198–205 (2003)CrossRef Damousis, I.G., Bakirtzis, A.G., Dokopoulos, P.S.: Network-constrained economic dispatch using real-coded genetic algorithm. IEEE Trans. Power Syst. 18(1), 198–205 (2003)CrossRef
11.
go back to reference Yang, H.T., Yang, P.C., Huang, C.L.: Evolutionary programming based economic dispatch for units with nonsmooth fuel cost functions. IEEE Trans. Power Syst. 11, 112–118 (1996)CrossRef Yang, H.T., Yang, P.C., Huang, C.L.: Evolutionary programming based economic dispatch for units with nonsmooth fuel cost functions. IEEE Trans. Power Syst. 11, 112–118 (1996)CrossRef
12.
go back to reference Walters, D., Sheble, C., Gerald, B.: Genetic algorithm solution of economic dispatch with valve point loading. IEEE Trans. Power Syst. 8, 1325–1332 (1993)CrossRef Walters, D., Sheble, C., Gerald, B.: Genetic algorithm solution of economic dispatch with valve point loading. IEEE Trans. Power Syst. 8, 1325–1332 (1993)CrossRef
13.
go back to reference Cardu, M., Baica, M.: Regarding a global methodology to estimate the energy-ecologic efficiency of thermopower plants. Energy Convers. Manag. 40(1), 71–87 (1999)CrossRef Cardu, M., Baica, M.: Regarding a global methodology to estimate the energy-ecologic efficiency of thermopower plants. Energy Convers. Manag. 40(1), 71–87 (1999)CrossRef
14.
go back to reference Chen, H.Y., Chen, J.F., Duan, X.Z.: Study on power flow calculation of distribution system with DGs. Autom. Electr. Power Syst. 30(1), 35–40 (2006) Chen, H.Y., Chen, J.F., Duan, X.Z.: Study on power flow calculation of distribution system with DGs. Autom. Electr. Power Syst. 30(1), 35–40 (2006)
15.
go back to reference Huang, C.M., Yang, H.T., Huang, C.L.: Bi-objective power dispatch using fuzzy satisfaction-maximizing decision approach. IEEE Trans. Power Syst. 12(4), 1715–1721 (1997)CrossRef Huang, C.M., Yang, H.T., Huang, C.L.: Bi-objective power dispatch using fuzzy satisfaction-maximizing decision approach. IEEE Trans. Power Syst. 12(4), 1715–1721 (1997)CrossRef
16.
go back to reference Kennedy, J., Eberhart, R.: Particle swarm optimization. In: IEEE Proceedings of the International Conference on Neural Networks, Perth, Australia, pp. 1942–1948 (1995) Kennedy, J., Eberhart, R.: Particle swarm optimization. In: IEEE Proceedings of the International Conference on Neural Networks, Perth, Australia, pp. 1942–1948 (1995)
17.
go back to reference Chen, D., Gong, Q., Zou, B., et al.: A low-carbon dispatch model in a wind power integrated system considering wind speed forecasting and energy-environmental efficiency. Energies 5(4), 1245–1270 (2012)CrossRef Chen, D., Gong, Q., Zou, B., et al.: A low-carbon dispatch model in a wind power integrated system considering wind speed forecasting and energy-environmental efficiency. Energies 5(4), 1245–1270 (2012)CrossRef
18.
go back to reference Hirotaka, Y., Kenichi, K., Yoshikazu, F.: A particle swarm optimization for reactive power and voltage control considering voltage security assessment. IEEE Trans. Power Syst. 15(4), 1232–1239 (2000) Hirotaka, Y., Kenichi, K., Yoshikazu, F.: A particle swarm optimization for reactive power and voltage control considering voltage security assessment. IEEE Trans. Power Syst. 15(4), 1232–1239 (2000)
19.
go back to reference Park, J.B., Jeong, Y.W., Shin, J.R., Lee, K.Y.: An improved particle swarm optimization for nonconvex economic dispatch problems. IEEE Trans. Power Syst. 25(1), 156–166 (2010)CrossRef Park, J.B., Jeong, Y.W., Shin, J.R., Lee, K.Y.: An improved particle swarm optimization for nonconvex economic dispatch problems. IEEE Trans. Power Syst. 25(1), 156–166 (2010)CrossRef
20.
go back to reference Saravuth, P., Issarachai, N., Waree, K.: Application of multiple tabu search algorithm to solve dynamic economic dispatch considering generator constraints. Energy Convers. Manage. 49(4), 506–516 (2008)CrossRef Saravuth, P., Issarachai, N., Waree, K.: Application of multiple tabu search algorithm to solve dynamic economic dispatch considering generator constraints. Energy Convers. Manage. 49(4), 506–516 (2008)CrossRef
21.
go back to reference Chen, D., Wang, X., Zuo, J.: A joint optimal dispatching method for pumped storage power station and wind power considering wind power uncertainties. Power Syst. Clean Energy 32(8), 110–116 (2016) Chen, D., Wang, X., Zuo, J.: A joint optimal dispatching method for pumped storage power station and wind power considering wind power uncertainties. Power Syst. Clean Energy 32(8), 110–116 (2016)
22.
go back to reference Chen, D., Li, L., Yang, N.: Combination forecasting method of wind power based on optimal weight coefficient. Power Syst. Clean Energy 32(4), 99–105 (2016) Chen, D., Li, L., Yang, N.: Combination forecasting method of wind power based on optimal weight coefficient. Power Syst. Clean Energy 32(4), 99–105 (2016)
Metadata
Title
A Green Dispatch Model of Power System with Wind Energy Considering Energy-Environmental Efficiency
Authors
Daojun Chen
Liqing Liang
Lei Zhang
Jian Zuo
Keren Zhang
Chenkun Li
Hu Guo
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-6364-0_79

Premium Partner