A Methodology for the Optimization of Flow Rate Injection to Looped Water Distribution Networks through Multiple Pumping Stations

The optimal function of a water distribution network is reached when the consumer demands are satisfied using the lowest quantity of energy, maintaining the minimal pressure required at the same time. One way to achieve this is through optimization of flow rate injection based on the use of the setp...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Water (Basel) Ročník 8; číslo 12; s. 575
Hlavní autoři: León-Celi, Christian, Iglesias-Rey, Pedro, Martínez-Solano, F., Mora-Melia, Daniel
Médium: Journal Article
Jazyk:angličtina
Vydáno: Basel MDPI AG 06.12.2016
Témata:
ISSN:2073-4441, 2073-4441
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract The optimal function of a water distribution network is reached when the consumer demands are satisfied using the lowest quantity of energy, maintaining the minimal pressure required at the same time. One way to achieve this is through optimization of flow rate injection based on the use of the setpoint curve concept. In order to obtain that, a methodology is proposed. It allows for the assessment of the flow rate and pressure head that each pumping station has to provide for the proper functioning of the network while the minimum power consumption is kept. The methodology can be addressed in two ways: the discrete method and the continuous method. In the first method, a finite set of combinations is evaluated between pumping stations. In the continuous method, the search for the optimal solution is performed using optimization algorithms. In this paper, Hooke–Jeeves and Nelder–Mead algorithms are used. Both the hydraulics and the objective function used by the optimization are solved through EPANET and its Toolkit. Two case studies are evaluated, and the results of the application of the different methods are discussed.
AbstractList The optimal function of a water distribution network is reached when the consumer demands are satisfied using the lowest quantity of energy, maintaining the minimal pressure required at the same time. One way to achieve this is through optimization of flow rate injection based on the use of the setpoint curve concept. In order to obtain that, a methodology is proposed. It allows for the assessment of the flow rate and pressure head that each pumping station has to provide for the proper functioning of the network while the minimum power consumption is kept. The methodology can be addressed in two ways: the discrete method and the continuous method. In the first method, a finite set of combinations is evaluated between pumping stations. In the continuous method, the search for the optimal solution is performed using optimization algorithms. In this paper, Hooke–Jeeves and Nelder–Mead algorithms are used. Both the hydraulics and the objective function used by the optimization are solved through EPANET and its Toolkit. Two case studies are evaluated, and the results of the application of the different methods are discussed.
Author León-Celi, Christian
Martínez-Solano, F.
Iglesias-Rey, Pedro
Mora-Melia, Daniel
Author_xml – sequence: 1
  givenname: Christian
  surname: León-Celi
  fullname: León-Celi, Christian
– sequence: 2
  givenname: Pedro
  orcidid: 0000-0001-8300-3255
  surname: Iglesias-Rey
  fullname: Iglesias-Rey, Pedro
– sequence: 3
  givenname: F.
  orcidid: 0000-0002-8140-5960
  surname: Martínez-Solano
  fullname: Martínez-Solano, F.
– sequence: 4
  givenname: Daniel
  orcidid: 0000-0002-6191-7299
  surname: Mora-Melia
  fullname: Mora-Melia, Daniel
BookMark eNqFkUtLAzEQx4MoWB_gRwh48VJNdpJu9ljqE6oVH3hc9pG0qdudNclS9OY3d62KogfnMsP8f_OHmdki6zXWmpA9zg4BEna0VDxiMpZrpBexGPpCCL7-o94ku97PWRciUUqyHnkd0ksdZlhihdNnatDRMNN00gS7sC9ZsFhTNPS0wiW9yYKmF_VcF6t2QDpGbHRJHzrB0WPrg7N5uxKvdFiie_Sdm8N2OqOXbRVsU2l63S4aW0_pbVi5-x2yYbLK693PvE3uT0_uRuf98eTsYjQc9wuQMvSTHAqdC1NACSCSAWjGIAOIYsFgEJuIMyZBljIpWKyELrMyZzE3TBpmeJ7DNjn48G0cPrXah3RhfaGrKqs1tj6NgMso5kpG_6JcDRRwPlCiQ_d_oXNsXd0t0lFSQcRFDN-GhUPvnTZp4-wic88pZ-n759Kvz3Xo4S-0sB-XCi6z1d-BN_aVm9M
CitedBy_id crossref_primary_10_1061__ASCE_WR_1943_5452_0001080
crossref_primary_10_1061_JWRMD5_WRENG_6714
crossref_primary_10_3390_w14152426
crossref_primary_10_3390_w13202886
crossref_primary_10_1061__ASCE_WR_1943_5452_0000971
crossref_primary_10_3390_w13213098
crossref_primary_10_3390_w13040479
crossref_primary_10_3390_su13115876
crossref_primary_10_3390_w9090640
crossref_primary_10_3390_w11071391
Cites_doi 10.1007/s00271-011-0314-0
10.1007/s00271-015-0475-3
10.1007/s11269-015-1092-x
10.1016/S0262-1762(06)71209-3
10.1007/s11269-013-0319-y
10.1061/(ASCE)WR.1943-5452.0000583
10.1061/(ASCE)0733-9496(2008)134:2(107)
10.1007/s11269-014-0721-0
10.1061/(ASCE)WR.1943-5452.0000239
10.1093/comjnl/7.4.308
10.3390/w7095031
10.1007/s11269-006-4635-3
10.1061/(ASCE)0733-9372(1996)122:3(205)
10.1007/s11269-013-0400-6
10.1061/(ASCE)0733-9402(1998)124:3(90)
10.1016/S0262-1762(07)70253-5
10.1007/s11269-012-9981-8
10.1145/321062.321069
10.1007/s002710100045
10.1061/(ASCE)0733-9437(2005)131:3(273)
10.1007/s12205-014-0195-x
10.1007/s11269-009-9454-x
10.1016/j.proeng.2014.11.179
10.1061/(ASCE)0733-9496(2008)134:6(504)
10.3390/w7105806
10.1007/s00271-010-0228-2
10.1007/s00271-010-0206-8
10.1007/s11269-014-0538-x
10.1007/s12053-012-9188-0
ContentType Journal Article
Copyright Copyright MDPI AG 2016
Copyright_xml – notice: Copyright MDPI AG 2016
DBID AAYXX
CITATION
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
7QH
7UA
C1K
F1W
H97
L.G
7S9
L.6
DOI 10.3390/w8120575
DatabaseName CrossRef
ProQuest Central
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest One
ProQuest Central Korea
ProQuest Central Premium
ProQuest One Academic
ProQuest Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
Aqualine
Water Resources Abstracts
Environmental Sciences and Pollution Management
ASFA: Aquatic Sciences and Fisheries Abstracts
Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality
Aquatic Science & Fisheries Abstracts (ASFA) Professional
AGRICOLA
AGRICOLA - Academic
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Aqualine
Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality
ASFA: Aquatic Sciences and Fisheries Abstracts
Water Resources Abstracts
Environmental Sciences and Pollution Management
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList CrossRef
Aquatic Science & Fisheries Abstracts (ASFA) Professional
AGRICOLA
Publicly Available Content Database
Database_xml – sequence: 1
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2073-4441
EndPage 575
ExternalDocumentID 4301355771
10_3390_w8120575
GroupedDBID 2XV
5VS
7XC
8CJ
8FE
8FH
A8Z
AADQD
AAFWJ
AAHBH
AAYXX
ADBBV
ADMLS
AENEX
AFFHD
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
BANNL
BCNDV
BENPR
CCPQU
CITATION
D1J
E3Z
ECGQY
EDH
ESTFP
GX1
IAO
IPNFZ
ITC
KQ8
MODMG
M~E
OK1
PHGZM
PHGZT
PIMPY
PROAC
RIG
ABUWG
AZQEC
DWQXO
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
PUEGO
7QH
7UA
C1K
F1W
H97
L.G
7S9
L.6
ID FETCH-LOGICAL-c355t-9b3ceb4fc3d334963e003a332740367f2100535d59c0784edadb071f05f0f1bb3
IEDL.DBID BENPR
ISICitedReferencesCount 12
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000392480200028&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2073-4441
IngestDate Sun Nov 09 14:31:32 EST 2025
Tue Oct 07 09:40:55 EDT 2025
Mon Sep 08 03:23:17 EDT 2025
Tue Nov 18 20:53:48 EST 2025
Sat Nov 29 07:16:13 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 12
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c355t-9b3ceb4fc3d334963e003a332740367f2100535d59c0784edadb071f05f0f1bb3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-8140-5960
0000-0001-8300-3255
0000-0002-6191-7299
OpenAccessLink https://www.proquest.com/docview/1858321473?pq-origsite=%requestingapplication%
PQID 1858321473
PQPubID 2032318
PageCount 1
ParticipantIDs proquest_miscellaneous_2315271852
proquest_miscellaneous_1868311684
proquest_journals_1858321473
crossref_primary_10_3390_w8120575
crossref_citationtrail_10_3390_w8120575
PublicationCentury 2000
PublicationDate 20161206
PublicationDateYYYYMMDD 2016-12-06
PublicationDate_xml – month: 12
  year: 2016
  text: 20161206
  day: 06
PublicationDecade 2010
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Water (Basel)
PublicationYear 2016
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Yin (ref_11) 1996; 122
Giustolisi (ref_9) 2015; 142
ref_36
Montesinos (ref_20) 2011; 29
Montesinos (ref_21) 2013; 27
(ref_28) 2014; 89
ref_10
ref_32
ref_30
(ref_37) 2008; 134
Diaz (ref_17) 2012; 26
Lingireddy (ref_12) 1998; 124
Montesinos (ref_22) 2014; 28
Hooke (ref_34) 1961; 8
Endo (ref_1) 2015; 7
Viholainen (ref_16) 2013; 6
Ostfeld (ref_31) 2008; 134
(ref_14) 2001; 20
Moreno (ref_18) 2010; 28
Yannopoulos (ref_3) 2015; 7
Perez (ref_5) 2007; May
Jung (ref_27) 2015; 19
(ref_13) 2005; 131
Tolvanen (ref_7) 2007; 2007
Pasha (ref_25) 2014; 28
Montesinos (ref_19) 2016; 34
Graham (ref_6) 2007; 2007
(ref_38) 2015; 29
Araujo (ref_23) 2006; 20
Nelder (ref_35) 1965; 7
ref_2
ref_29
(ref_33) 2013; 27
ref_8
Lamaddalena (ref_15) 2013; 31
Giacomello (ref_26) 2013; 193
ref_4
Nazif (ref_24) 2009; 24
References_xml – volume: 31
  start-page: 395
  year: 2013
  ident: ref_15
  article-title: Efficiency-driven pumping station regulation in on-demand irrigation systems
  publication-title: Irrig. Sci.
  doi: 10.1007/s00271-011-0314-0
– volume: 34
  start-page: 1
  year: 2016
  ident: ref_19
  article-title: Energy cost optimization in pressurized irrigation networks
  publication-title: Irrig. Sci.
  doi: 10.1007/s00271-015-0475-3
– ident: ref_30
– ident: ref_32
– volume: 29
  start-page: 4817
  year: 2015
  ident: ref_38
  article-title: Efficiency of Evolutionary Algorithms in Water Network Pipe Sizing
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-015-1092-x
– volume: 2007
  start-page: 30
  year: 2007
  ident: ref_6
  article-title: Low life-cycle cost centrifugal pumps for utility applications
  publication-title: World Pumps
  doi: 10.1016/S0262-1762(06)71209-3
– volume: 27
  start-page: 2855
  year: 2013
  ident: ref_21
  article-title: Optimal Operation of Pressurized Irrigation Networks with Several Supply Sources
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-013-0319-y
– volume: 142
  start-page: C4015002
  year: 2015
  ident: ref_9
  article-title: Operational and Tactical Management of Water and Energy Resources in Pressurized Systems: The competition at WDSA 2014
  publication-title: J. Water Resour. Plan. Manag.
  doi: 10.1061/(ASCE)WR.1943-5452.0000583
– volume: 134
  start-page: 107
  year: 2008
  ident: ref_31
  article-title: Ant colony optimization for least-cost design and operation of pumping water distribution systems
  publication-title: J. Water Resour. Plan. Manag.
  doi: 10.1061/(ASCE)0733-9496(2008)134:2(107)
– volume: May
  start-page: 24
  year: 2007
  ident: ref_5
  article-title: The most important pump calculation
  publication-title: Pumps Syst.
– volume: 28
  start-page: 3975
  year: 2014
  ident: ref_25
  article-title: Strategies to develop warm solutions for real-time pump scheduling for water distribution systems
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-014-0721-0
– volume: 193
  start-page: 175
  year: 2013
  ident: ref_26
  article-title: Fast Hybrid Optimisation Method for Effective Pump Scheduling
  publication-title: J. Water Resour. Plan. Manag.
  doi: 10.1061/(ASCE)WR.1943-5452.0000239
– volume: 7
  start-page: 308
  year: 1965
  ident: ref_35
  article-title: A Simplex Method for Function Minimization
  publication-title: Comput. J.
  doi: 10.1093/comjnl/7.4.308
– volume: 7
  start-page: 5031
  year: 2015
  ident: ref_3
  article-title: Evolution of Water Lifting Devices (Pumps) over the Centuries Worldwide
  publication-title: Water
  doi: 10.3390/w7095031
– volume: 20
  start-page: 133
  year: 2006
  ident: ref_23
  article-title: Pressure Control for Leakage Minimisation in Water Distribution Systems Management
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-006-4635-3
– volume: 122
  start-page: 205
  year: 1996
  ident: ref_11
  article-title: Optimum Simulation and Control of Fixed-Speed Pumping Stations
  publication-title: J. Environ. Eng.
  doi: 10.1061/(ASCE)0733-9372(1996)122:3(205)
– ident: ref_8
– volume: 27
  start-page: 4149
  year: 2013
  ident: ref_33
  article-title: Design of Water Distribution Networks using a Pseudo-Genetic Algorithm and Sensitivity of Genetic Operators
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-013-0400-6
– volume: 124
  start-page: 90
  year: 1998
  ident: ref_12
  article-title: Improved Operation of Water Distribution Systems Using Variable-Seed Pumps
  publication-title: J. Energy Eng.
  doi: 10.1061/(ASCE)0733-9402(1998)124:3(90)
– ident: ref_4
– volume: 2007
  start-page: 34
  year: 2007
  ident: ref_7
  article-title: Life cycle energy cost savings and pump selection
  publication-title: World Pumps
  doi: 10.1016/S0262-1762(07)70253-5
– ident: ref_29
– ident: ref_2
– volume: 26
  start-page: 1693
  year: 2012
  ident: ref_17
  article-title: Detecting Critical Points in On-Demand Irrigation Pressurized Networks—A New Methodology
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-012-9981-8
– volume: 8
  start-page: 212
  year: 1961
  ident: ref_34
  article-title: Direct search solution of numerical and statical problems
  publication-title: J. ACM
  doi: 10.1145/321062.321069
– ident: ref_10
– volume: 20
  start-page: 189
  year: 2001
  ident: ref_14
  article-title: Design of water distribution networks for on-demand irrigation
  publication-title: Irrig. Sci.
  doi: 10.1007/s002710100045
– volume: 131
  start-page: 273
  year: 2005
  ident: ref_13
  article-title: Pumping Selection and Regulation for Water-Distribution Networks
  publication-title: J. Irrig. Drain Eng.
  doi: 10.1061/(ASCE)0733-9437(2005)131:3(273)
– volume: 19
  start-page: 1987
  year: 2015
  ident: ref_27
  article-title: Real-time pump scheduling for water transmission systems: Case study
  publication-title: KSCE J. Civ. Eng.
  doi: 10.1007/s12205-014-0195-x
– volume: 24
  start-page: 437
  year: 2009
  ident: ref_24
  article-title: Pressure Management Model for Urban Water Distribution Networks
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-009-9454-x
– volume: 89
  start-page: 213
  year: 2014
  ident: ref_28
  article-title: Using the Set Point Concept to Allow Water Distribution System Skeletonization Preserving Water Quality Constraints
  publication-title: Procedia Eng.
  doi: 10.1016/j.proeng.2014.11.179
– ident: ref_36
– volume: 134
  start-page: 504
  year: 2008
  ident: ref_37
  article-title: Hydraulic Analysis of Peak Demand in Looped Water Distribution Networks
  publication-title: J. Water Resour. Plan. Manag.
  doi: 10.1061/(ASCE)0733-9496(2008)134:6(504)
– volume: 7
  start-page: 5806
  year: 2015
  ident: ref_1
  article-title: Methods of the water-energy-food nexus
  publication-title: Water
  doi: 10.3390/w7105806
– volume: 29
  start-page: 157
  year: 2011
  ident: ref_20
  article-title: Low energy consumption seasonal calendar for sectoring operation in pressurized irrigation networks
  publication-title: Irrig. Sci.
  doi: 10.1007/s00271-010-0228-2
– volume: 28
  start-page: 445
  year: 2010
  ident: ref_18
  article-title: Energy analysis of irrigation delivery systems: Monitoring and evaluation of proposed measures for improving energy efficiency
  publication-title: Irrig. Sci.
  doi: 10.1007/s00271-010-0206-8
– volume: 28
  start-page: 1095
  year: 2014
  ident: ref_22
  article-title: Methodology for Detecting Critical Points in Pressurized Irrigation Networks with Multiple Water Supply Points
  publication-title: Water Resour. Manag.
  doi: 10.1007/s11269-014-0538-x
– volume: 6
  start-page: 495
  year: 2013
  ident: ref_16
  article-title: Energy-efficient control strategy for variable speed-driven parallel pumping systems
  publication-title: Energy Effic.
  doi: 10.1007/s12053-012-9188-0
SSID ssj0000498850
Score 2.130454
Snippet The optimal function of a water distribution network is reached when the consumer demands are satisfied using the lowest quantity of energy, maintaining the...
SourceID proquest
crossref
SourceType Aggregation Database
Enrichment Source
Index Database
StartPage 575
SubjectTerms Algorithms
case studies
Costs
energy
Energy consumption
energy use and consumption
fluid mechanics
Methods
Optimization
water distribution
Water supply
Title A Methodology for the Optimization of Flow Rate Injection to Looped Water Distribution Networks through Multiple Pumping Stations
URI https://www.proquest.com/docview/1858321473
https://www.proquest.com/docview/1868311684
https://www.proquest.com/docview/2315271852
Volume 8
WOSCitedRecordID wos000392480200028&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2073-4441
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000498850
  issn: 2073-4441
  databaseCode: M~E
  dateStart: 20090101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 2073-4441
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000498850
  issn: 2073-4441
  databaseCode: BENPR
  dateStart: 20090101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 2073-4441
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000498850
  issn: 2073-4441
  databaseCode: PIMPY
  dateStart: 20090101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEF609aAH3-KjygiCp9C0m-dJ6qNYsDVUxXoKyT5A0aQ2qT37z51NtlVBvXjKYYckMLsz38zufh8hR1wKZvtcGFQ6sWFxhxrqao_hciyfecMXtrAKsQm31_MGAz_QDbdMH6ucxsQiUPOUqR55HfNKKapDT4avhlKNUrurWkJjnlQVUxnO8-rpRS_oz7osiH89zzZL1lmK9X19ghlNYZTveeh7GC5yS3vlv3-1SpY1qoRWOQ3WyJxI1snSF67BDfLegm6hFl300QGxKiD2g2sMGS_6LiakEtrP6QT6CEChkzwVx7QSyFO4StOh4HCPAyM4V2S7WicLeuU58gy04g909RFFCHCm4KfhptztzzbJXfvi9uzS0PoLBkMUkht-TJmILckop4pXngoMARGlWMhi3nMlVouKHYbbPkOgYQke8RgRizRtacpGHNMtUknSRGwTwCoMoSKLXRn7VlMoShxmcsuym5HruE60Q46n3giZJidXGhnPIRYpym_h1G875HBmOSwJOX6wqU29FeolmYWfrsJXzIZxMakdkigR6VjZOB5tNBzP-t0GAbHddNWd892_P7NHFhFdFSpHplMjlXw0Fvtkgb3lj9noQM9UfAadbvDwAcnb9zk
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1NbxMxEB2VFIn2UKClIrTAIFH1tOpm7f06IFRRokZNQkRbtT0tu_6QWpXdNJsQceQP8RsZ73oDlSi3HjjbsiX7eeaNPZ4H8FZqJfxYKofpIHO4DJhjvvY4oaTwWXZi5SteiU2Ew2F0fh6PluBn8xfGpFU2NrEy1LIQ5o58j_xKLarD3o9vHKMaZV5XGwmNGhZH6vucQrbyXe-A9nfH87ofTz4cOlZVwBHkW6dOnDGhMq4Fk8xUS2eKgJ0yRuEZWfNQUwxkap5IPxbkPrmSqczID2vX167uZBmjcR_AMjdgb8HyqDcYXSxudYhvR5Hv1lVuGYvdvTl5UMOJbvu922a_8mXdx__bKjyBNcuacb-G-VNYUvk6rP5RS3EDfuzjoFLDrt4JkLg4ErfFT2QSv9q_plho7F4Xc_xMBBt7-VWVhpbjtMB-UYyVxDNqmOCBKSZsdcBwWOfJl2gVjXBgUzBxRCeBpsbjOpuhfAan97IGm9DKi1w9B6Qok6iwyEKdxdxTpuSPcCXnvpeGQRikbdhtdj8Rtvi60QC5TigIMzhJGpy04c2i57guOPKXPtsNOhJrcsrkNzRoiEUzGQvzApTmqpiZPkHEOp0g4nf3IcLve6H5U__i39O8hkeHJ4N-0u8Nj7ZghZhkpejkBtvQmk5m6iU8FN-ml-XklT0lCF_uG5K_AIkeUOs
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9NAEB6VtELlQFtoRUtLBwnEyYrjXb8OFaqaRkRtgsVDtCfX3ocEKnaI00Y98rf4dcza60Al4NYDZ692pfW3M9_szswH8EJqJfxYKofpIHe4DJhjSnucUFL4LHux8hWvxSbC8Tg6O4uTJfjR1sKYtMrWJtaGWpbC3JF3ya80ojqsq21aRNIfvJ58c4yClHlpbeU0GoicqJs5hW_VwbBP__ql5w2OPxy9cazCgCPIz86cOGdC5VwLJpnpnM4UgTxjjEI1suyhpnjI9D-RfizIlXIlM5mTT9aur13dy3NG896DZaLk3OvAcjIcJeeLGx7i3lHku03HW8Zitzsnb2r40W0feNsF1H5tsPY_78g6PLRsGg8b-G_AkioewYPfeiw-hu-HOKpVsuv3AySOjsR58S2Zyq-2BhVLjYPLco7viHjjsPhSp6cVOCvxtCwnSuIn-jDFvmkybPXBcNzkz1dolY5wZFMzMaETQkvj-ybLodqEj3eyB1vQKcpCPQGk6JMosshDncfcU6YVkHAl576XhUEYZNvwqkVCKmxTdqMNcplScGYwk7aY2Ybni5GTphHJH8bstkhJrSmq0l8woSkWn8mImJehrFDllRkTRKzXCyL-9zEUCPheaGrtd_69zD7cJxymp8PxyVNYJYJZCz25wS50ZtMrtQcr4nr2uZo-swcG4eKuEfkTW8tZqw
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Methodology+for+the+Optimization+of+Flow+Rate+Injection+to+Looped+Water+Distribution+Networks+through+Multiple+Pumping+Stations&rft.jtitle=Water+%28Basel%29&rft.au=Le%C3%B3n-Celi%2C+Christian&rft.au=Iglesias-Rey%2C+Pedro+L&rft.au=Mart%C3%ADnez-Solano%2C+F+Javier&rft.au=Mora-Melia%2C+Daniel&rft.date=2016-12-06&rft.pub=MDPI+AG&rft.eissn=2073-4441&rft.volume=8&rft.issue=12&rft.spage=575&rft_id=info:doi/10.3390%2Fw8120575&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=4301355771
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2073-4441&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2073-4441&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2073-4441&client=summon