Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Erschienen in:
What Constitutes a Fair and Equitable Water Apportionment? Kapitel lesen Erstes Kapitel lesen

2019 | OriginalPaper | Buchkapitel

MATLAB Code for Linking Genetic Algorithm and EPANET for Reliability Based Optimal Design of a Water Distribution Network

verfasst von : S. Chandramouli

Erschienen in: Water Resources and Environmental Engineering I

Verlag: Springer Singapore

Einloggen

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

search-config
loading …

Abstract

Many researchers have developed different approaches for optimal design of water supply pipe networks. But, none of them provide a detailed coding for design procedure involved. Students and young researchers who are working in field of water distribution networks generally spend their valuable time searching for the procedure to link up Genetic Algorithm (GA) and EPANET. Therefore, in order to facilitate the young researchers and students, a detailed design procedure using EPANET solver with Genetic Algorithms in the MATLAB for reliability-based optimal design of water supply pipe networks is developed and presented in this paper with a case study.

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren
Vorheriges Kapitel Poor Storm Water Drainage and Stripping on a Stretch of NH-1
Nächstes Kapitel Regime-Wise Genetic Programming Model for Improved Streamflow Forecasting
Literatur
1.
Reehuis, E.: Multiobjective Robust Optimization of Water Distribution Networks. A Master thesis submitted to Leiden Institute of Advanced Computer Science (LIACS), Leiden University, Niels Bohrweg 1, 2333 CA Leiden, The Netherlands (2010)
2.
Alperovits, E., Shamir, U.: Design of optimal water distribution systems. Water Resour. Res. 13, 885–900 (1997)CrossRef
3.
Quindry, G.E., Brill, E.D., Liebman, J.C.: Optimization of looped water distribution systems. J. Environ. Eng. Div. 107, 665–679 (1981)
4.
Kessler, A., Shamir, U.: Analysis of the linear programming gradient method for optimal design of water supply networks. Water Resour. Res. 25, 1469–1480 (1989)CrossRef
5.
Shamir, U.: Optimal design and operation of water distribution systems. Water Resour. Res. 10, 27–36 (1974)CrossRef
6.
Duan, N., Mays, L.W., Lansey, K.E.: Optimal reliability-based design of pumping and distribution systems. J. Hydraul. Eng. 116, 249–268 (1990)CrossRef
7.
Dandy, G.C., Simpson, A.R., Murphy, L.J.: An improved genetic algorithm for pipe network optimization. Water Resour. Res. 32, 449–458 (1996)CrossRef
8.
Savic, D.A., Walters, G.A.: Genetic algorithms for least cost design of water distribution networks. J. Water Resour. Plan. Manage. 123, 67–77 (1997)
9.
Gupta, A., Gupta, I., Khanna, P.: Genetic algorithm for optimization of water distribution systems. Environ. Model. Softw. 4, 437–446 (1999)CrossRef
10.
Vairavamoorthy, K., Ali, M.: Optimal design of water distribution networks using genetic algorithm. J. Comput. Aided Civ. Infrastruct. Eng. 15, 374–382 (2000)CrossRef
11.
Reca, J., Martinez, J., Banos, R., Gil, C.: Optimal design of gravity-fed looped water distribution networks considering the resilience index. J. Water Resour. Plan. Manage. 134, 234–238 (2008)
12.
Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220, 671–680 (1983)CrossRef
13.
Loganathan, G.V., Greene, J.J., Ahn, TJ.: Design heuristic for globally minimum cost water-distribution systems. J. Water Resour. Plan. Manage. 121, 182–192 (1995)
14.
Cunha, M.D.C., Sousa, J.: Water distribution network design optimization: simulated annealing approach. J. Water Resour. Plan. Manage. 125, 215–221 (1999)CrossRef
15.
Glover, F.: Tabu search – Part 1. ORSA, J. Comput. 1, 190–206 (1989)CrossRef
16.
Cunha, M., Ribeiro, L.: Tabu search algorithms for water network optimization. Eur. J. Oper. Res. 157, 746–758 (2004)CrossRef
17.
Storn, R., Price, K.: Differential evolution—a simple and efficient Heuristic for global optimization over continuous spaces. J. Glob. Optim. 11, 341–359 (1997)CrossRef
18.
Vasan, A., Simonovic, S.: Optimization of water distribution network design using differential evolution. J. Water Resour. Plan. Manage. 136, 279–287 (2010)CrossRef
19.
Banos, R., Gil, C., Agulleiro, J.I., Reca, J.: A memetic algorithm for water distribution network design. Soft Comput. Ind. Appl. 39, 279–289 (2007)
20.
Banos, R., Gil, C., Reca, J., Montoya, F.G.: A memetic algorithm applied to the design of water distribution networks. Appl. Soft Comput. 10, 261–266 (2010)CrossRef
21.
22.
Lin, M.D., Liu, Y.H., Liu, G.F., Chu, C.W.: Scatter search heuristic for least cost design of water distribution networks. Eng. Optim. 39, 855–876 (2007)CrossRef
23.
Chu, C., Lin, M., Liu, G., Sung, Y.: Application of immune algorithms on solving minimum-cost problem of water distribution network. J. Math. Comput. Model. 48, 1888–1900 (2008)
24.
Eusuff, M.M., Lansey, K.E.: Optimization of water distribution network design using the shuffled frog leaping algorithm. J. Water Resour. Plan. Manage. 129, 210–225 (2003)CrossRef
25.
Maier, H., Simpson, A., Zecchin, A., Foong, W., Phang, K., Seah, H., Tan, C.: Ant colony optimization for design of water distribution systems. J. Water Resour. Plan. Manage. 129, 200–209 (2003)CrossRef
26.
Zecchin, A.C., Simpson, A.R., Maier, H.R., Nixon, J.B.: Parametric study for an ant algorithm applied to water distribution system optimization. IEEE Trans. Evol. Comput. 9, 175–179 (2005)CrossRef
27.
Zecchin, A.C., Simpson, A.R., Maier, H.R., Leonard, M., Roberts, A.J., Berrisford, MJ.: Application of two ant colony optimization algorithms to water distribution system optimization. Math. Comput. Model. 44, 451–468 (2006)
28.
Izquierdo, M., Izquierdo, J., Perez, R., Tung, M.M.: Particle swarm optimization applied to the design of water supply systems. Comput. Math. Appl. 56, 769–776 (2008)
29.
Geem, Z.: Optimal cost design of water distribution networks using harmony search. Eng. Optim. 38, 259–277 (2006)CrossRef
30.
Geem, Z.W., Kim, H.H., Jeong, S.H.: Cost efficient and practical design of water supply network using harmony search. Afr. J. Agric. Res. 6, 3110–3116 (2011)
31.
Geem, Z.W., Cho, Y.H.: Optimal design of water distribution networks using parameter-setting-free harmony search for two major parameters. J. Water Resour. Plan. Manage. 137, 377–380 (2010)CrossRef
32.
Geem, Z.W.: Harmony search optimization to the pump-induced water distribution network design. Civ. Eng. Environ. Syst. 26, 211–221 (2009)CrossRef
33.
Abebe, A.J., Solomatine, D.P.: Application of global optimization to the design of pipe networks. In: 3rd International Conferences on Hydroinformatics, Copenhagen, Denmark, pp. 989–996 (1998)
34.
Wu, Z.Y., Simpson, A.R.: Competent genetic evolutionary optimization of water distribution systems. J. Comput. Civ. Eng. 15, 89–101 (2001)CrossRef
35.
Prasad, T.D., Sung-Hoon, H., Namsik, P.: Reliability based design of water distribution networks using multiobjective genetic algorithms. KSCE J. Civ. Eng. 7, 351–361 (2003)CrossRef
36.
Prasad, T.D., Park, N.S.: Multiobjective genetic algorithms for design of water distribution networks. J. Water Resour. Plan. Manage. 130, 73–82 (2004)CrossRef
37.
Tolson, B.A., Maier, H.R., Simpson, A.R., Lence, B.J.: Genetic algorithms for reliability-based optimization of water distribution systems. J. Water Resour. Plan. Manage. 130, 63–72 (2004)
38.
Van Vuuren, S.J., Van Rooyen, P.G., Van Zyl, J.E., Van Dijk, M.: Application and Conceptual Development of Genetic Algorithms for Optimization in the Water Industry. WRC Report No. 1388/1/05. Water Research Commission, Pretoria, South Africa (2005)
39.
Nagesh Kumar, D., Raju, K.S., Ashok, B.: Optimal reservoir operation for irrigation of multiple crops using genetic algorithms. J. Irrig. Drain. Eng. 132, 123–129 (2006)CrossRef
40.
Konaka, A., Coitb, D.W., Smithc, A.E.: Multi-objective optimization using genetic algorithms: a tutorial. Reliab. Eng. Syst. Saf. 91, 992–1007 (2006)
41.
Babyyan, A.V., Savic, D.A., Walters, G.A., Kapelan, Z.S.: Robust least cost design of water distribution networks using redundancy and integration based methodologies. J. Water Resour. Plan. Manage. ASCE, 133(1), 67–77 (2007)
42.
Vamvakeridou-Lyroudia, L.S., Savic, D.A., Walters, G.A.: Fuzzy Hierarchical decision support system for water distribution network optimization. J. Civ. Eng. Environ. Syst. 23(3), 237–261 (2007)CrossRef
43.
Van Dijk, M., Van Vuuren, S.J., Van Zyl, J.E.: Optimizing water distribution systems using a weighted penalty in a genetic algorithm. J. Water SA (online) 34(5) (2008)
44.
Prasad, G.V.K.S.: Optimal design of water distribution network for uniform supply in intermittent system. A Ph.D. thesis submitted to NIT, Warangal, India (2008)
45.
Afshar, M.H.: Application of a Compact Genetic Algorithm to pipe network optimization problems, SceitiaIranica. Trans. A: Civ. Eng. 16, 264–271 (2009)
46.
Fujiwara, O., Khang, D.B.: A two-phase decomposition method for optimal design of looped water distribution networks. Water Resour. Res. 26, 539–549 (1990)CrossRef
47.
Liong, S.Y., Atiquzzaman, M.: Optimal design of water distribution network using shuffled complex evolution. J. Inst. Eng. 44, 93–107 (2004)
48.
Van Dijk, M., Van Vuuren, S., Van Zyl, J.: Optimising water distribution systems using a weighted penalty in a genetic algorithm. Water SA 34, 537–548 (2008)
Metadaten
Titel
MATLAB Code for Linking Genetic Algorithm and EPANET for Reliability Based Optimal Design of a Water Distribution Network
verfasst von
S. Chandramouli
Copyright-Jahr
2019
Verlag
Springer Singapore
Buch
Water Resources and Environmental Engineering I

Print ISBN: 978-981-13-2043-9

Electronic ISBN: 978-981-13-2044-6

Copyright-Jahr: 2019

DOI
https://doi.org/10.1007/978-981-13-2044-6_16