Skip to main content

2015 | OriginalPaper | Buchkapitel

57. Optimization Model of Multitype Generating Units Based on the Latin Hypercube Sampling Method and Mean Lower Semiabsolute Deviation Theory

verfasst von : Haibo Liu, Kangting Chen, Chao Qin, Minfang Huang, Liwei Ju, Zhongfu Tan

Erschienen in: Proceedings of the Second International Conference on Mechatronics and Automatic Control

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The scheduling optimization of multiple-type generators is of great significance for the economic operation of the power system and the target achievement of energy-saving emission reduction. This chapter builds a two-stage fire and water turbine scheduling the optimization model based on the power performance. Firstly, this chapter simulated the output scenarios of wind power based on the Latin hypercube sampling (LHS) method; then, we minimized the wind curtailment as the main objective, selected the minimization of the system generating energy costs and the generating pollutant emissions as objective functions for cogeneration performance scheduling, and constructed multiple types of generators scheduling the optimization model. The optimization model can guarantee the timely adjustment and output stability for thermal power units in different scenarios, and thus promote the wind power integration.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat Wang N. Study on optimization model and method of generation dispatching. Beijing: North China Electric Power University; 2011. Wang N. Study on optimization model and method of generation dispatching. Beijing: North China Electric Power University; 2011.
2.
Zurück zum Zitat Simopoulos DN, Kavatza SD, Vournas CD. Unit commitment by an enhanced simulated annealing algorithm. IEEE Trans Power Syst. 2006;21(l):68–76.CrossRef Simopoulos DN, Kavatza SD, Vournas CD. Unit commitment by an enhanced simulated annealing algorithm. IEEE Trans Power Syst. 2006;21(l):68–76.CrossRef
3.
Zurück zum Zitat Simon SP, Padhy NP, Anand RS. An ant colony system approach for unit commitment problem. IEEE Trans Power Syst. 2006;28(5):315–23. Simon SP, Padhy NP, Anand RS. An ant colony system approach for unit commitment problem. IEEE Trans Power Syst. 2006;28(5):315–23.
4.
Zurück zum Zitat Chen G, Xu Y. Research on the operation of cascade power stations based on contract power quantity. China Rural Water Hydropower. 2011;2011(5):159–64. (In Chinese) Chen G, Xu Y. Research on the operation of cascade power stations based on contract power quantity. China Rural Water Hydropower. 2011;2011(5):159–64. (In Chinese)
5.
Zurück zum Zitat Zhang L, Liu J, Liu J, et al. Study on scheduling and resolution algorithm of annual contract volume for thermal power units. Relay. 2007;35(4):64–9.MATH Zhang L, Liu J, Liu J, et al. Study on scheduling and resolution algorithm of annual contract volume for thermal power units. Relay. 2007;35(4):64–9.MATH
6.
Zurück zum Zitat Su P, Liu T, Zhao G, et al. An improved particle swarm optimization based multi-objective load dispatch under energy conservation dispatching. Power Syst Technol. 2009;33(5):48–53. (In Chinese) Su P, Liu T, Zhao G, et al. An improved particle swarm optimization based multi-objective load dispatch under energy conservation dispatching. Power Syst Technol. 2009;33(5):48–53. (In Chinese)
7.
Zurück zum Zitat Zhang J, Liu N, Shan L, et al. Research on multi-objective optimization power dispatch based on carbon emissions and its application. J Northeast Dianli Univ. 2013;33(6):6–10. (In Chinese) Zhang J, Liu N, Shan L, et al. Research on multi-objective optimization power dispatch based on carbon emissions and its application. J Northeast Dianli Univ. 2013;33(6):6–10. (In Chinese)
Metadaten
Titel
Optimization Model of Multitype Generating Units Based on the Latin Hypercube Sampling Method and Mean Lower Semiabsolute Deviation Theory
verfasst von
Haibo Liu
Kangting Chen
Chao Qin
Minfang Huang
Liwei Ju
Zhongfu Tan
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-13707-0_57

Neuer Inhalt