Skip to main content

2017 | OriginalPaper | Buchkapitel

Optimization of Hydropower Storage Projects Using Harmony Search Algorithm

verfasst von : S. J. Mousavi, P. Nakhaei, Ali Sadollah, Joong Hoon Kim

Erschienen in: Harmony Search Algorithm

Verlag: Springer Singapore

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

search-config
loading …

Abstract

This paper proposes a harmony search algorithm-based optimization of design and operation of hydropower storage systems. The optimization formulation of the problem is a nonconvex nonlinear program difficult to solve by gradient-based nonlinear programming techniques. The search space of the problem is large due to number of operational variables. Harmony search optimization algorithm is applied in the problem of design and operation optimization of Bakhtiari Dam and its powerplant project in Iran. The problem is solved in two cases of optimizing only design variables and optimizing design and operational variables, simultaneously, and the promising results obtained are presented.

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!

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!

Literatur
Zurück zum Zitat Afzali, R., Mousavi, S.J., Ghaheri, A.: A reliability-based simulation optimization model for multi-reservoir hydropower systems operation: Khersan experience. J. Water Resour. Plan. Manag. 134(1), 24–33 (2008). ASCE CrossRef Afzali, R., Mousavi, S.J., Ghaheri, A.: A reliability-based simulation optimization model for multi-reservoir hydropower systems operation: Khersan experience. J. Water Resour. Plan. Manag. 134(1), 24–33 (2008). ASCE CrossRef
Zurück zum Zitat Barros, M.T.L., Tsai, F.T.-C., Yang, S.-L., Lopes, J.E.G., Yeh, W.W.-G.: Optimization of large-scale hydropower system operations. Water Resour. Plan. Manag. 129(3), 178–188 (2003). ASCECrossRef Barros, M.T.L., Tsai, F.T.-C., Yang, S.-L., Lopes, J.E.G., Yeh, W.W.-G.: Optimization of large-scale hydropower system operations. Water Resour. Plan. Manag. 129(3), 178–188 (2003). ASCECrossRef
Zurück zum Zitat Chakraborty, P., Roy, G.G., Das, S., Jain, D., Abraham, A.: An improved harmony search algorithm with differential mutation operator. Fundam. Inform. 95, 1–26 (2009)MathSciNetMATH Chakraborty, P., Roy, G.G., Das, S., Jain, D., Abraham, A.: An improved harmony search algorithm with differential mutation operator. Fundam. Inform. 95, 1–26 (2009)MathSciNetMATH
Zurück zum Zitat Diaz, G.E., Fontane, D.G.: Hydropower optimization via sequential quadratic programming. Water Resour. Plan. Manag. 115(6), 715–733 (1989). ASCECrossRef Diaz, G.E., Fontane, D.G.: Hydropower optimization via sequential quadratic programming. Water Resour. Plan. Manag. 115(6), 715–733 (1989). ASCECrossRef
Zurück zum Zitat Gao, X.Z., Wang, X., Ovaska, S.J.: Uni-modal and multi-modal optimization using modified harmony search methods. Int. J. Innov. Comput. Inf. Control 5(10A), 2985–2996 (2009) Gao, X.Z., Wang, X., Ovaska, S.J.: Uni-modal and multi-modal optimization using modified harmony search methods. Int. J. Innov. Comput. Inf. Control 5(10A), 2985–2996 (2009)
Zurück zum Zitat Geem, G.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization algorithm: harmony search. Simulation 76(2), 60–68 (2001)CrossRef Geem, G.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization algorithm: harmony search. Simulation 76(2), 60–68 (2001)CrossRef
Zurück zum Zitat Geem, Z.W., Sim, K.B.: Parameter-setting-free harmony search algorithm. Appl. Math. Comput. 217(8), 3881–3889 (2010)MathSciNetMATH Geem, Z.W., Sim, K.B.: Parameter-setting-free harmony search algorithm. Appl. Math. Comput. 217(8), 3881–3889 (2010)MathSciNetMATH
Zurück zum Zitat Grygier, J.C., Stedinger, J.R.: Algorithms for optimizing hydropower system operation. Water Resour. Res. 21(1), 1–10 (1985)CrossRef Grygier, J.C., Stedinger, J.R.: Algorithms for optimizing hydropower system operation. Water Resour. Res. 21(1), 1–10 (1985)CrossRef
Zurück zum Zitat Kim, J.H.Z., Geem, W., Kim, E.: Parameter estimation of the nonlinear Muskingum model using harmony search. J. Am. Water Resour. Assoc. 37(5), 1131–1138 (2001)CrossRef Kim, J.H.Z., Geem, W., Kim, E.: Parameter estimation of the nonlinear Muskingum model using harmony search. J. Am. Water Resour. Assoc. 37(5), 1131–1138 (2001)CrossRef
Zurück zum Zitat Kim, Y.O., Palmer, R.N.: Value of seasonal flow forecasts in Bayesian stochastic programming. Water Resour. Plan. Manag. 123(6), 327–335 (1997). ASCECrossRef Kim, Y.O., Palmer, R.N.: Value of seasonal flow forecasts in Bayesian stochastic programming. Water Resour. Plan. Manag. 123(6), 327–335 (1997). ASCECrossRef
Zurück zum Zitat Mahdavi, V., Fesanghary, M., Damangir, E.: An improved harmony search algorithm for solving optimization problems. Appl. Math. Comput. 188(2), 1567–1579 (2007)MathSciNetMATH Mahdavi, V., Fesanghary, M., Damangir, E.: An improved harmony search algorithm for solving optimization problems. Appl. Math. Comput. 188(2), 1567–1579 (2007)MathSciNetMATH
Zurück zum Zitat Mousavi, S.J., Shokrvand, K., Seifi, A.: Application of an interior-points algorithm for optimization of a large79 scale reservoir system. Water Resour. Manag. 18, 519–540 (2004)CrossRef Mousavi, S.J., Shokrvand, K., Seifi, A.: Application of an interior-points algorithm for optimization of a large79 scale reservoir system. Water Resour. Manag. 18, 519–540 (2004)CrossRef
Zurück zum Zitat Mousavi, S.J., Shourian, M.: Capacity optimization of hydropower storage projects using particle swarm optimization algorithm. J. Hydroinform. 12(3), 275–291 (2010)CrossRef Mousavi, S.J., Shourian, M.: Capacity optimization of hydropower storage projects using particle swarm optimization algorithm. J. Hydroinform. 12(3), 275–291 (2010)CrossRef
Zurück zum Zitat Yeh, W.G., Becker, G.L., Chu, W.S.: Real-time hourly reservoir operation. J. Water Resour. Plan. Manag. 105(2), 187–203 (1979). ASCE Yeh, W.G., Becker, G.L., Chu, W.S.: Real-time hourly reservoir operation. J. Water Resour. Plan. Manag. 105(2), 187–203 (1979). ASCE
Zurück zum Zitat Yoo, D.G., Kim, J.H., Geem, Z.W.: Overview of harmony search algorithm and its applications in civil engineering. Evol. Intell. 7, 3–16 (2014)CrossRef Yoo, D.G., Kim, J.H., Geem, Z.W.: Overview of harmony search algorithm and its applications in civil engineering. Evol. Intell. 7, 3–16 (2014)CrossRef
Zurück zum Zitat Vasebi, A., Fesanghary, M., Bathaee, S.M.T.: Combined heat and power economic dispatch by harmony search (2007) Vasebi, A., Fesanghary, M., Bathaee, S.M.T.: Combined heat and power economic dispatch by harmony search (2007)
Metadaten
Titel
Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
verfasst von
S. J. Mousavi
P. Nakhaei
Ali Sadollah
Joong Hoon Kim
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-3728-3_26