A novel robust optimization approach for an integrated municipal water distribution system design under uncertainty: A case study of Mashhad
•A deterministic multi-echelon model for municipal water supply network is proposed.•A two-stage stochastic programming model for the water supply system is extended.•Both potable and non-potable water are separated through the integrated models.•A novel robust optimization approach is developed. Th...
Uložené v:
| Vydané v: | Computers & chemical engineering Ročník 110; s. 13 - 34 |
|---|---|
| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Elsevier Ltd
02.02.2018
|
| Predmet: | |
| ISSN: | 0098-1354, 1873-4375 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | •A deterministic multi-echelon model for municipal water supply network is proposed.•A two-stage stochastic programming model for the water supply system is extended.•Both potable and non-potable water are separated through the integrated models.•A novel robust optimization approach is developed.
This paper proposes a novel robust optimization (RO) approach along with a two-stage scenario-based stochastic programming to optimize a municipal water distribution system (WDS) under demand and rainfall uncertainties. Firstly, we have proposed a new multi-period mixed-integer linear programming (MILP) formulation of a municipal WDS. The goal is to find solutions that are both cost-effective and completely fulfill potable and non-potable demand in an integrated system. Furthermore, a novel RO approach is developed which attempts to adjust protection level in a column what we call “adjustable column-wise robust optimization”. The interesting point of the proposed RO approach is its linear structure and being computationally tractable. The efficiency of the proposed models are evaluated through a real case study of Mashhad. The acquired results reveal the proposed WDS model have dramatically reduced the total costs. Simultaneously, the RO approach has risen robustness besides realization demonstrates its better performance than deterministic one. |
|---|---|
| AbstractList | •A deterministic multi-echelon model for municipal water supply network is proposed.•A two-stage stochastic programming model for the water supply system is extended.•Both potable and non-potable water are separated through the integrated models.•A novel robust optimization approach is developed.
This paper proposes a novel robust optimization (RO) approach along with a two-stage scenario-based stochastic programming to optimize a municipal water distribution system (WDS) under demand and rainfall uncertainties. Firstly, we have proposed a new multi-period mixed-integer linear programming (MILP) formulation of a municipal WDS. The goal is to find solutions that are both cost-effective and completely fulfill potable and non-potable demand in an integrated system. Furthermore, a novel RO approach is developed which attempts to adjust protection level in a column what we call “adjustable column-wise robust optimization”. The interesting point of the proposed RO approach is its linear structure and being computationally tractable. The efficiency of the proposed models are evaluated through a real case study of Mashhad. The acquired results reveal the proposed WDS model have dramatically reduced the total costs. Simultaneously, the RO approach has risen robustness besides realization demonstrates its better performance than deterministic one. |
| Author | Ghelichi, Zabih Pishvaee, Mir Saman Tajik, Javad |
| Author_xml | – sequence: 1 givenname: Zabih surname: Ghelichi fullname: Ghelichi, Zabih email: zabih_ghelichi@ind.iust.ac.ir – sequence: 2 givenname: Javad surname: Tajik fullname: Tajik, Javad email: j_tajik@ind.iust.ac.ir – sequence: 3 givenname: Mir Saman surname: Pishvaee fullname: Pishvaee, Mir Saman email: pishvaee@iust.ac.ir |
| BookMark | eNqNkM1KJDEUhYM4YKvzDnceoMqkq8pKZiNNMzoDihv3IZXcdKfpSook5dA-gw9t_FmIK1eHA_d8cL9TcuyDR0J-MVozyi4vdrUO46S3OKLf1EvK-pqxusQRWTDeN1Xb9N0xWVAqeMWarj0hpyntKKXLlvMFeV6BD4-4hxiGOWUIU3aje1LZBQ9qmmJQegs2RFAenM-4iSqjgXH2TrtJ7eF_6RGMSzm6YX7bpUPKOILB5DYeZm_Kwew1xqwK4vAbVqBVQkh5NgcIFu5U2m6VOSc_rNon_PmRZ-Th-s_D-m91e3_zb726rXTT8VyZwaKxnAllEVstGm5oj12nTXdpRWuxx2UjEJfc9M2Ane5K10LQQXGjRHNGrt6xOoaUIlqpXX77OEfl9pJR-epW7uQnt_LVrWRMligE8YUwRTeqePjWdv2-xfLho8Mok3ZY7BgXUWdpgvsG5QUPsKQY |
| CitedBy_id | crossref_primary_10_1016_j_ins_2019_10_062 crossref_primary_10_1016_j_compchemeng_2018_08_037 crossref_primary_10_1016_j_trc_2022_103735 crossref_primary_10_1016_j_cherd_2021_09_006 crossref_primary_10_1061__ASCE_WR_1943_5452_0001544 crossref_primary_10_1016_j_rser_2021_110766 crossref_primary_10_1007_s11269_020_02658_6 crossref_primary_10_1016_j_scitotenv_2025_178980 crossref_primary_10_1016_j_compchemeng_2024_108676 crossref_primary_10_1016_j_compchemeng_2024_108675 crossref_primary_10_1007_s11269_019_02446_x crossref_primary_10_1016_j_renene_2020_08_059 crossref_primary_10_1007_s13042_019_01044_y crossref_primary_10_1016_j_cie_2024_110823 crossref_primary_10_1016_j_rser_2022_112297 crossref_primary_10_1080_02331934_2019_1630625 crossref_primary_10_1016_j_ijepes_2020_106445 crossref_primary_10_1016_j_compchemeng_2020_107131 crossref_primary_10_1061_JIDEDH_IRENG_10451 crossref_primary_10_1016_j_jenvman_2020_111277 crossref_primary_10_1016_j_compchemeng_2019_106720 crossref_primary_10_1016_j_compchemeng_2023_108540 crossref_primary_10_1016_j_jclepro_2022_131455 crossref_primary_10_1016_j_jenvman_2022_115834 crossref_primary_10_1016_j_apenergy_2022_119190 crossref_primary_10_1016_j_compchemeng_2019_106528 crossref_primary_10_1016_j_energy_2018_05_103 crossref_primary_10_1109_TII_2018_2801334 crossref_primary_10_1016_j_asoc_2023_110964 crossref_primary_10_1016_j_cie_2020_106611 crossref_primary_10_1016_j_apenergy_2018_10_128 crossref_primary_10_1016_j_jii_2025_100843 crossref_primary_10_3390_w14162483 crossref_primary_10_1038_s41598_024_59598_z |
| Cites_doi | 10.7763/IJESD.2016.V7.739 10.1016/j.compchemeng.2017.04.003 10.1016/j.proeng.2014.11.246 10.1016/S0925-5273(99)00074-2 10.2112/SI73-028.1 10.1007/s11269-014-0884-8 10.1016/S1364-8152(98)00089-9 10.1007/s11269-009-9492-4 10.1007/s11081-011-9183-x 10.1016/j.envsoft.2015.02.021 10.1287/opre.1030.0065 10.1016/j.apm.2015.04.054 10.1007/s00477-015-1164-8 10.1287/opre.21.5.1154 10.1016/j.envsoft.2017.02.009 10.1029/2011WR010596 10.1680/wama.2010.163.9.475 10.1029/WR013i006p00885 10.1007/s10107-003-0454-y 10.1287/moor.23.4.769 10.1287/opre.43.2.264 10.1016/j.tre.2014.06.003 10.1016/j.jhydrol.2015.11.003 10.1007/s11269-014-0728-6 10.1061/(ASCE)0733-9496(1997)123:1(49) 10.1061/(ASCE)WR.1943-5452.0000307 10.1016/j.compchemeng.2012.06.044 10.1002/2014WR016519 10.1287/opre.1050.0238 10.1016/j.ejor.2006.06.011 10.1016/j.jclepro.2015.09.038 10.1061/(ASCE)WR.1943-5452.0000670 10.1016/j.proeng.2015.08.911 10.1080/02630258508970389 10.1016/j.jclepro.2014.05.002 10.1007/s11081-008-9040-8 10.1061/(ASCE)WR.1943-5452.0000236 10.1016/j.envsoft.2008.08.007 10.1016/j.envsoft.2015.01.012 10.1007/s11269-016-1430-7 10.1061/(ASCE)0733-9429(2006)132:5(501) 10.1137/S1052623496305717 10.1007/s11269-011-9775-4 10.1007/PL00011380 10.1007/s11269-017-1655-0 10.1007/s11081-008-9048-0 10.1016/j.ijpe.2017.06.018 10.1061/(ASCE)0733-9496(2004)130:1(73) 10.1016/j.envsoft.2013.07.008 |
| ContentType | Journal Article |
| Copyright | 2017 Elsevier Ltd |
| Copyright_xml | – notice: 2017 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.compchemeng.2017.11.017 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1873-4375 |
| EndPage | 34 |
| ExternalDocumentID | 10_1016_j_compchemeng_2017_11_017 S0098135417304180 |
| GroupedDBID | --K --M .DC .~1 0R~ 1B1 1~. 1~5 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAIAV AAIKC AAIKJ AAKOC AALRI AAMNW AAOAW AAQFI AAXUO ABJNI ABMAC ABNUV ABYKQ ACDAQ ACGFS ACRLP ADBBV ADEWK ADEZE ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHPOS AIEXJ AIKHN AITUG AJBFU AJOXV AKURH ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD ENUVR EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN G-Q GBLVA IHE J1W JJJVA KOM LG9 LX7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RIG ROL RPZ SBC SDF SDG SDP SES SPC SPCBC SSG SST SSZ T5K ~G- 29F 9DU AAQXK AATTM AAXKI AAYWO AAYXX ABFNM ABWVN ABXDB ACLOT ACNNM ACRPL ACVFH ADCNI ADMUD ADNMO AEIPS AEUPX AFFNX AFJKZ AFPUW AGQPQ AI. AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN BBWZM CITATION EFKBS FEDTE FGOYB HLY HLZ HVGLF HZ~ NDZJH R2- SCE SEW VH1 WUQ ZY4 ~HD |
| ID | FETCH-LOGICAL-c358t-dbfedf819afee4c938d07e55cd56f94fe7e239ee28d73be5c5e23c990ba8da93 |
| ISICitedReferencesCount | 37 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000425114500002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0098-1354 |
| IngestDate | Tue Nov 18 21:16:39 EST 2025 Sat Nov 29 05:10:52 EST 2025 Fri Feb 23 02:26:08 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Water distribution system Robust optimization Two-stage scenario-based stochastic programming |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c358t-dbfedf819afee4c938d07e55cd56f94fe7e239ee28d73be5c5e23c990ba8da93 |
| PageCount | 22 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_compchemeng_2017_11_017 crossref_primary_10_1016_j_compchemeng_2017_11_017 elsevier_sciencedirect_doi_10_1016_j_compchemeng_2017_11_017 |
| PublicationCentury | 2000 |
| PublicationDate | 2018-02-02 |
| PublicationDateYYYYMMDD | 2018-02-02 |
| PublicationDate_xml | – month: 02 year: 2018 text: 2018-02-02 day: 02 |
| PublicationDecade | 2010 |
| PublicationTitle | Computers & chemical engineering |
| PublicationYear | 2018 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Housh, Ostfeld, Shamir (bib0135) 2012; 139 Kang, Lansey (bib0145) 2012; 139 Leung, Tsang, Ng, Wu (bib0160) 2007; 181 Matrosov, Huskova, Kasprzyk, Harou, Lambert, Reed (bib0170) 2015; 531 Lan, Lin, Lansey (bib0155) 2015; 67 Gupta (bib0115) 1969; 1 Pishvaee, Fazli Khalaf (bib0220) 2016; 40 Gupta, Gupta, Khanna (bib0110) 1999; 14 Babazadeh, Razmi, Rabbani, Pishvaee (bib0020) 2017; 147 Schwartz, Housh, Ostfeld (bib0240) 2016 Watkins, McKinney (bib0260) 1997; 123 Naderi, Pishvaee (bib0195) 2017; 31 Prasad, Park (bib0225) 2003; 130 Goulter, Morgan (bib0100) 1985; 2 Kougias, Theodossiou (bib0150) 2013; 14 Jabbarzadeh, Fahimnia, Seuring (bib0140) 2014; 70 Samani, Zanganeh (bib0235) 2010; 163 Ben-Tal, Nemirovski (bib0030) 1998; 23 Mortazavi-Naeini, Kuczera, Kiem, Cui, Henley, Berghout, Turner (bib0180) 2015; 69 Pérez, Sanz, Cugueró, Blesa, Cugueró (bib0210) 2015; 119 Blinco, Simpson, Lambert, Auricht, Hurr, Tiggemann, Marchi (bib0055) 2014; 89 Andersen, Iturmendi, Espinosa, Diaz (bib0015) 2012; 47 Bertsimas, Thiele (bib0050) 2006; 54 Alperovits, Shamir (bib0010) 1977; 13 Daghigh, Jabalameli, Amiri, Pishvaee (bib0070) 2016; 7 Fernandes, Relvas, Barbosa-Póvoa (bib0090) 2015; Vol. 37 Mulvey, Vanderbei, Zenios (bib0185) 1995; 43 Shibu, Reddy (bib0245) 2014; 28 Xie, Xia, Huang, Li, Xu (bib0265) 2017; 31 Xu, Qin (bib0270) 2015; 29 Housh, Ostfeld, Shamir (bib0130) 2011; 47 Behzadi, O'Sullivan, Olsen, Scrimgeour, Zhang (bib0025) 2017; 191 Naderi, Pishvaee (bib0200) 2017; 104 Zhu, Marques, Lund (bib0285) 2015; 51 Verleye, Aghezzaf (bib0255) 2011 Bertsimas, Sim (bib0045) 2004; 52 Mo, Duan, Shen, Wang (bib0175) 2015; 73 Chung, Lansey, Bayraksan (bib0065) 2009; 24 Gupta, Hassan, Cook (bib0105) 1972; 4 Zhang, Chung, Pierre-Louis, Bayraksan, Lansey (bib0280) 2013; 49 Fattahi, Fayyaz (bib0085) 2010; 24 Hemker, Fowler, Farthing, von Stryk (bib0125) 2008; 9 Haghighi, Samani, Samani (bib0120) 2011; 25 Samani, Mottaghi (bib0230) 2006; 132 Soyster (bib0250) 1973; 21 El Ghaoui, Oustry, Lebret (bib0080) 1998; 9 Mala-Jetmarova, Sultanova, Savic (bib0165) 2017; 93 Dai, Cai, Lu, Liu, Guo (bib0075) 2016; 30 Perelman, Housh, Ostfeld (bib0215) 2013 Ben-Tal, Nemirovski (bib0035) 2000; 88 Ben-Tal, Goryashko, Guslitzer, Nemirovski (bib0040) 2004; 99 Alhassan, McCluskey, Alfaris, Strzepek (bib0005) 2016; 7 Nápoles-Rivera, Rojas-Torres, Ponce-Ortega, Serna-González, El-Halwagi (bib0190) 2015; 88 Oliveira, Grossmann, Hamacher (bib0205) 2014; Vol. 49 Fernandes, Relvas, Alem, Barbosa-Póvoa (bib0095) 2016; Vol. 38 Yu, Li (bib0275) 2000; 64 Burgschweiger, Gnädig, Steinbach (bib0060) 2009; 10 El Ghaoui (10.1016/j.compchemeng.2017.11.017_bib0080) 1998; 9 Zhu (10.1016/j.compchemeng.2017.11.017_bib0285) 2015; 51 Nápoles-Rivera (10.1016/j.compchemeng.2017.11.017_bib0190) 2015; 88 Housh (10.1016/j.compchemeng.2017.11.017_bib0130) 2011; 47 Zhang (10.1016/j.compchemeng.2017.11.017_bib0280) 2013; 49 Blinco (10.1016/j.compchemeng.2017.11.017_bib0055) 2014; 89 Fattahi (10.1016/j.compchemeng.2017.11.017_bib0085) 2010; 24 Verleye (10.1016/j.compchemeng.2017.11.017_bib0255) 2011 Matrosov (10.1016/j.compchemeng.2017.11.017_bib0170) 2015; 531 Pérez (10.1016/j.compchemeng.2017.11.017_bib0210) 2015; 119 Pishvaee (10.1016/j.compchemeng.2017.11.017_bib0220) 2016; 40 Oliveira (10.1016/j.compchemeng.2017.11.017_bib0205) 2014; Vol. 49 Jabbarzadeh (10.1016/j.compchemeng.2017.11.017_bib0140) 2014; 70 Babazadeh (10.1016/j.compchemeng.2017.11.017_bib0020) 2017; 147 Xu (10.1016/j.compchemeng.2017.11.017_bib0270) 2015; 29 Watkins (10.1016/j.compchemeng.2017.11.017_bib0260) 1997; 123 Gupta (10.1016/j.compchemeng.2017.11.017_bib0115) 1969; 1 Yu (10.1016/j.compchemeng.2017.11.017_bib0275) 2000; 64 Haghighi (10.1016/j.compchemeng.2017.11.017_bib0120) 2011; 25 Ben-Tal (10.1016/j.compchemeng.2017.11.017_bib0040) 2004; 99 Gupta (10.1016/j.compchemeng.2017.11.017_bib0105) 1972; 4 Soyster (10.1016/j.compchemeng.2017.11.017_bib0250) 1973; 21 Dai (10.1016/j.compchemeng.2017.11.017_bib0075) 2016; 30 Perelman (10.1016/j.compchemeng.2017.11.017_bib0215) 2013 Andersen (10.1016/j.compchemeng.2017.11.017_bib0015) 2012; 47 Lan (10.1016/j.compchemeng.2017.11.017_bib0155) 2015; 67 Bertsimas (10.1016/j.compchemeng.2017.11.017_bib0050) 2006; 54 Kougias (10.1016/j.compchemeng.2017.11.017_bib0150) 2013; 14 Chung (10.1016/j.compchemeng.2017.11.017_bib0065) 2009; 24 Housh (10.1016/j.compchemeng.2017.11.017_bib0135) 2012; 139 Bertsimas (10.1016/j.compchemeng.2017.11.017_bib0045) 2004; 52 Gupta (10.1016/j.compchemeng.2017.11.017_bib0110) 1999; 14 Mo (10.1016/j.compchemeng.2017.11.017_bib0175) 2015; 73 Shibu (10.1016/j.compchemeng.2017.11.017_bib0245) 2014; 28 Prasad (10.1016/j.compchemeng.2017.11.017_bib0225) 2003; 130 Hemker (10.1016/j.compchemeng.2017.11.017_bib0125) 2008; 9 Behzadi (10.1016/j.compchemeng.2017.11.017_bib0025) 2017; 191 Daghigh (10.1016/j.compchemeng.2017.11.017_bib0070) 2016; 7 Leung (10.1016/j.compchemeng.2017.11.017_bib0160) 2007; 181 Ben-Tal (10.1016/j.compchemeng.2017.11.017_bib0030) 1998; 23 Xie (10.1016/j.compchemeng.2017.11.017_bib0265) 2017; 31 Samani (10.1016/j.compchemeng.2017.11.017_bib0230) 2006; 132 Mulvey (10.1016/j.compchemeng.2017.11.017_bib0185) 1995; 43 Ben-Tal (10.1016/j.compchemeng.2017.11.017_bib0035) 2000; 88 Goulter (10.1016/j.compchemeng.2017.11.017_bib0100) 1985; 2 Mala-Jetmarova (10.1016/j.compchemeng.2017.11.017_bib0165) 2017; 93 Alhassan (10.1016/j.compchemeng.2017.11.017_bib0005) 2016; 7 Schwartz (10.1016/j.compchemeng.2017.11.017_bib0240) 2016 Kang (10.1016/j.compchemeng.2017.11.017_bib0145) 2012; 139 Burgschweiger (10.1016/j.compchemeng.2017.11.017_bib0060) 2009; 10 Fernandes (10.1016/j.compchemeng.2017.11.017_bib0090) 2015; Vol. 37 Fernandes (10.1016/j.compchemeng.2017.11.017_bib0095) 2016; Vol. 38 Mortazavi-Naeini (10.1016/j.compchemeng.2017.11.017_bib0180) 2015; 69 Samani (10.1016/j.compchemeng.2017.11.017_bib0235) 2010; 163 Naderi (10.1016/j.compchemeng.2017.11.017_bib0195) 2017; 31 Naderi (10.1016/j.compchemeng.2017.11.017_bib0200) 2017; 104 Alperovits (10.1016/j.compchemeng.2017.11.017_bib0010) 1977; 13 |
| References_xml | – start-page: 04016031 year: 2016 ident: bib0240 article-title: Least-cost robust design optimization of water distribution systems under multiple loading publication-title: J. Water Resour. Plan. Manage. – volume: 9 start-page: 341 year: 2008 end-page: 360 ident: bib0125 article-title: A mixed-integer simulation-based optimization approach with surrogate functions in water resources management publication-title: Optim. Eng. – volume: 7 start-page: 46 year: 2016 ident: bib0005 article-title: Scenario based regional water supply and demand model: Saudi Arabia as a case study publication-title: Int. J. Environ. Sci. Dev. – volume: 31 start-page: 125 year: 2017 end-page: 143 ident: bib0265 article-title: A multistage stochastic robust optimization model with fuzzy probability distribution for water supply management under uncertainty publication-title: Stochastic Environ. Res. Risk Assess. – volume: 88 start-page: 411 year: 2000 end-page: 424 ident: bib0035 article-title: Robust solutions of Linear Programming problems contaminated with uncertain data publication-title: Math. Program. – start-page: 684 year: 2013 end-page: 695 ident: bib0215 article-title: Explicit demand uncertainty formulation for robust design of water distribution systems publication-title: World Environmental and Water Resources Congress 2013 – volume: 130 start-page: 73 year: 2003 end-page: 82 ident: bib0225 article-title: Multiobjective genetic algorithms for design of water distribution networks publication-title: J. Water Resour. Plann. Manage. – volume: 51 start-page: 3568 year: 2015 end-page: 3587 ident: bib0285 article-title: Hydroeconomic optimization of integrated water management and transfers under stochastic surface water supply publication-title: Water Resour. Res. – volume: 29 start-page: 1431 year: 2015 end-page: 1446 ident: bib0270 article-title: A sequential fuzzy model with general-shaped parameters for water supply–demand analysis publication-title: Water Resour. Manage. – volume: 23 start-page: 769 year: 1998 end-page: 805 ident: bib0030 article-title: Robust convex optimization publication-title: Math. Oper. Res. – volume: 73 start-page: 160 year: 2015 end-page: 165 ident: bib0175 article-title: Interval two-stage stochastic integer programming for urban water resource management under uncertainty publication-title: J. Coast. Res. – volume: 119 start-page: 583 year: 2015 end-page: 592 ident: bib0210 article-title: Parameter uncertainty modelling in water distribution network models publication-title: Procedia Eng. – volume: 52 start-page: 35 year: 2004 end-page: 53 ident: bib0045 article-title: The price of robustness publication-title: Oper. Res. – volume: 67 start-page: 160 year: 2015 end-page: 172 ident: bib0155 article-title: Scenario-based robust optimization of a water supply system under risk of facility failure publication-title: Environ. Modell. Softw. – volume: 104 start-page: 107 year: 2017 end-page: 127 ident: bib0200 article-title: A stochastic programming approach to integrated water supply and wastewater collection network design problem publication-title: Comput. Chem. Eng. – volume: 10 start-page: 43 year: 2009 end-page: 73 ident: bib0060 article-title: Optimization models for operative planning in drinking water networks publication-title: Optim. Eng. – volume: 163 start-page: 475 year: 2010 end-page: 485 ident: bib0235 article-title: Optimisation of water networks using linear programming publication-title: Proc. Inst. Civil Eng.− Water Manage. – volume: 64 start-page: 385 year: 2000 end-page: 397 ident: bib0275 article-title: A robust optimization model for stochastic logistic problems publication-title: Int. J. Prod. Econ. – volume: 24 start-page: 1211 year: 2010 end-page: 1227 ident: bib0085 article-title: A compromise programming model to integrated urban water management publication-title: Water Resour. Manage. – volume: 88 start-page: 172 year: 2015 end-page: 184 ident: bib0190 article-title: Optimal design of macroscopic water networks under parametric uncertainty publication-title: J. Clean. Prod. – volume: 4 start-page: 200 year: 1972 end-page: 204 ident: bib0105 article-title: Linear programming analysis of a water supply system with multiple supply points publication-title: A I I E Trans. – start-page: 315 year: 2011 end-page: 326 ident: bib0255 article-title: Modeling and optimization of production and distribution of drinking water at VMW publication-title: Network Optimization – volume: 13 start-page: 885 year: 1977 end-page: 900 ident: bib0010 article-title: Design of optimal water distribution systems publication-title: Water Resour. Res. – volume: 47 start-page: 170 year: 2012 end-page: 182 ident: bib0015 article-title: Optimal design and planning of biodiesel supply chain with land competition publication-title: Comput. Chem. Eng. – volume: Vol. 38 year: 2016 ident: bib0095 publication-title: Robust Optimization for Petroleum Supply Chain Collaborative Design and Planning – volume: 69 start-page: 437 year: 2015 end-page: 451 ident: bib0180 article-title: Robust optimization to secure urban bulk water supply against extreme drought and uncertain climate change publication-title: Environ. Modell. Softw. – volume: 25 start-page: 1791 year: 2011 end-page: 1808 ident: bib0120 article-title: GA-ILP method for optimization of water distribution networks publication-title: Water Resour. Manage. – volume: 24 start-page: 449 year: 2009 end-page: 462 ident: bib0065 article-title: Reliable water supply system design under uncertainty publication-title: Environ. Modell. Softw. – volume: 49 start-page: 103 year: 2013 end-page: 117 ident: bib0280 article-title: Reclaimed water distribution network design under temporal and spatial growth and demand uncertainties publication-title: Environ. Modell. Softw. – volume: 40 start-page: 407 year: 2016 end-page: 418 ident: bib0220 article-title: Novel robust fuzzy mathematical programming methods publication-title: Appl. Math. Modell. – volume: Vol. 37 year: 2015 ident: bib0090 publication-title: Downstream Petroleum Supply Chain Planning Under Uncertainty – volume: 7 start-page: 615 year: 2016 end-page: 634 ident: bib0070 article-title: A multi-objective location-inventory model for 3PL providers with sustainable considerations under uncertainty publication-title: Int. J. Ind. Eng. Comput. – volume: 43 start-page: 264 year: 1995 end-page: 281 ident: bib0185 article-title: Robust optimization of large-scale systems publication-title: Oper. Res. – volume: 191 start-page: 207 year: 2017 end-page: 220 ident: bib0025 article-title: Robust and resilient strategies for managing supply disruptions in an agribusiness supply chain publication-title: Int. J. Prod. Econ. – volume: 2 start-page: 104 year: 1985 end-page: 113 ident: bib0100 article-title: An integrated approach to the layout and design of water distribution networks publication-title: Civil Eng. Syst. – volume: 123 start-page: 49 year: 1997 end-page: 58 ident: bib0260 article-title: Finding robust solutions to water resources problems publication-title: J. Water Resour. Plann. Manage. – volume: 14 start-page: 437 year: 1999 end-page: 446 ident: bib0110 article-title: Genetic algorithm for optimization of water distribution systems publication-title: Environ. Modell. Softw. – volume: 9 start-page: 33 year: 1998 end-page: 52 ident: bib0080 article-title: Robust solutions to uncertain semidefinite programs publication-title: SIAM J. Optim. – volume: Vol. 49 year: 2014 ident: bib0205 publication-title: Accelerating Benders Stochastic Decomposition for the Optimization Under Uncertainty of the Petroleum Product Supply Chain – volume: 31 start-page: 2689 year: 2017 end-page: 2711 ident: bib0195 article-title: Robust bi-objective macroscopic municipal water supply network redesign and rehabilitation publication-title: Water Resour. Manage. – volume: 47 year: 2011 ident: bib0130 article-title: Optimal multiyear management of a water supply system under uncertainty: robust counterpart approach publication-title: Water Resour. Res. – volume: 147 start-page: 694 year: 2017 end-page: 707 ident: bib0020 article-title: An integrated data envelopment analysis–mathematical programming approach to strategic biodiesel supply chain network design problem publication-title: J. Clean. Prod. – volume: 531 start-page: 1040 year: 2015 end-page: 1053 ident: bib0170 article-title: Many-objective optimization and visual analytics reveal key trade-offs for London’s water supply publication-title: J. Hydrol. – volume: 132 start-page: 501 year: 2006 end-page: 509 ident: bib0230 article-title: Optimization of water distribution networks using integer linear programming publication-title: J. Hydraul. Eng. – volume: 1 start-page: 56 year: 1969 end-page: 61 ident: bib0115 article-title: Linear programming analysis of a water supply system publication-title: A I I E Trans. – volume: 21 start-page: 1154 year: 1973 end-page: 1157 ident: bib0250 article-title: Technical note—convex programming with set-inclusive constraints and applications to inexact linear programming publication-title: Oper. Res. – volume: 14 start-page: 331 year: 2013 end-page: 344 ident: bib0150 article-title: Application of the Harmony Search optimization algorithm for the solution of the multiple dam system scheduling publication-title: Optim. Eng. – volume: 89 start-page: 509 year: 2014 end-page: 516 ident: bib0055 article-title: Genetic algorithm optimization of operational costs and greenhouse gas emissions for water distribution systems publication-title: Procedia Eng. – volume: 139 start-page: 634 year: 2012 end-page: 643 ident: bib0135 article-title: Implicit mean-Variance approach for optimal management of a water supply system under uncertainty publication-title: J. Water Resour. Plann. Manage. – volume: 181 start-page: 224 year: 2007 end-page: 238 ident: bib0160 article-title: A robust optimization model for multi-site production planning problem in an uncertain environment publication-title: Eur. J. Oper. Res. – volume: 54 start-page: 150 year: 2006 end-page: 168 ident: bib0050 article-title: A robust optimization approach to inventory theory publication-title: Oper. Res. – volume: 70 start-page: 225 year: 2014 end-page: 244 ident: bib0140 article-title: Dynamic supply chain network design for the supply of blood in disasters: a robust model with real world application publication-title: Transp. Res. Part E: Logist. Transp. Rev. – volume: 93 start-page: 209 year: 2017 end-page: 254 ident: bib0165 article-title: Lost in optimisation of water distribution systems? A literature review of system operation publication-title: Environ. Modell. Softw. – volume: 28 start-page: 4075 year: 2014 end-page: 4094 ident: bib0245 article-title: Optimal design of water distribution networks considering fuzzy randomness of demands using cross entropy optimization publication-title: Water Resour. Manage. – volume: 30 start-page: 4429 year: 2016 end-page: 4449 ident: bib0075 article-title: Conjunctive water use optimization for watershed-lake water distribution system under uncertainty: a case study publication-title: Water Resour. Manage. – volume: 99 start-page: 351 year: 2004 end-page: 376 ident: bib0040 article-title: Adjustable robust solutions of uncertain linear programs publication-title: Math. Program. – volume: 139 start-page: 325 year: 2012 end-page: 338 ident: bib0145 article-title: Scenario-based robust optimization of regional water and wastewater infrastructure publication-title: J. Water Resour. Plann. Manage. – volume: 7 start-page: 46 issue: 1 year: 2016 ident: 10.1016/j.compchemeng.2017.11.017_bib0005 article-title: Scenario based regional water supply and demand model: Saudi Arabia as a case study publication-title: Int. J. Environ. Sci. Dev. doi: 10.7763/IJESD.2016.V7.739 – volume: 104 start-page: 107 issue: Suppl. C year: 2017 ident: 10.1016/j.compchemeng.2017.11.017_bib0200 article-title: A stochastic programming approach to integrated water supply and wastewater collection network design problem publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2017.04.003 – volume: 89 start-page: 509 year: 2014 ident: 10.1016/j.compchemeng.2017.11.017_bib0055 article-title: Genetic algorithm optimization of operational costs and greenhouse gas emissions for water distribution systems publication-title: Procedia Eng. doi: 10.1016/j.proeng.2014.11.246 – volume: 64 start-page: 385 issue: 1–3 year: 2000 ident: 10.1016/j.compchemeng.2017.11.017_bib0275 article-title: A robust optimization model for stochastic logistic problems publication-title: Int. J. Prod. Econ. doi: 10.1016/S0925-5273(99)00074-2 – volume: 73 start-page: 160 issue: sp1 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0175 article-title: Interval two-stage stochastic integer programming for urban water resource management under uncertainty publication-title: J. Coast. Res. doi: 10.2112/SI73-028.1 – volume: 29 start-page: 1431 issue: 5 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0270 article-title: A sequential fuzzy model with general-shaped parameters for water supply–demand analysis publication-title: Water Resour. Manage. doi: 10.1007/s11269-014-0884-8 – volume: 14 start-page: 437 issue: 5 year: 1999 ident: 10.1016/j.compchemeng.2017.11.017_bib0110 article-title: Genetic algorithm for optimization of water distribution systems publication-title: Environ. Modell. Softw. doi: 10.1016/S1364-8152(98)00089-9 – volume: 7 start-page: 615 issue: 4 year: 2016 ident: 10.1016/j.compchemeng.2017.11.017_bib0070 article-title: A multi-objective location-inventory model for 3PL providers with sustainable considerations under uncertainty publication-title: Int. J. Ind. Eng. Comput. – volume: 24 start-page: 1211 issue: 6 year: 2010 ident: 10.1016/j.compchemeng.2017.11.017_bib0085 article-title: A compromise programming model to integrated urban water management publication-title: Water Resour. Manage. doi: 10.1007/s11269-009-9492-4 – volume: 14 start-page: 331 issue: 2 year: 2013 ident: 10.1016/j.compchemeng.2017.11.017_bib0150 article-title: Application of the Harmony Search optimization algorithm for the solution of the multiple dam system scheduling publication-title: Optim. Eng. doi: 10.1007/s11081-011-9183-x – volume: 69 start-page: 437 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0180 article-title: Robust optimization to secure urban bulk water supply against extreme drought and uncertain climate change publication-title: Environ. Modell. Softw. doi: 10.1016/j.envsoft.2015.02.021 – volume: 52 start-page: 35 issue: 1 year: 2004 ident: 10.1016/j.compchemeng.2017.11.017_bib0045 article-title: The price of robustness publication-title: Oper. Res. doi: 10.1287/opre.1030.0065 – volume: 40 start-page: 407 issue: 1 year: 2016 ident: 10.1016/j.compchemeng.2017.11.017_bib0220 article-title: Novel robust fuzzy mathematical programming methods publication-title: Appl. Math. Modell. doi: 10.1016/j.apm.2015.04.054 – volume: 31 start-page: 125 issue: 1 year: 2017 ident: 10.1016/j.compchemeng.2017.11.017_bib0265 article-title: A multistage stochastic robust optimization model with fuzzy probability distribution for water supply management under uncertainty publication-title: Stochastic Environ. Res. Risk Assess. doi: 10.1007/s00477-015-1164-8 – volume: 21 start-page: 1154 issue: 5 year: 1973 ident: 10.1016/j.compchemeng.2017.11.017_bib0250 article-title: Technical note—convex programming with set-inclusive constraints and applications to inexact linear programming publication-title: Oper. Res. doi: 10.1287/opre.21.5.1154 – volume: 93 start-page: 209 year: 2017 ident: 10.1016/j.compchemeng.2017.11.017_bib0165 article-title: Lost in optimisation of water distribution systems? A literature review of system operation publication-title: Environ. Modell. Softw. doi: 10.1016/j.envsoft.2017.02.009 – volume: 47 issue: 10 year: 2011 ident: 10.1016/j.compchemeng.2017.11.017_bib0130 article-title: Optimal multiyear management of a water supply system under uncertainty: robust counterpart approach publication-title: Water Resour. Res. doi: 10.1029/2011WR010596 – volume: Vol. 38 year: 2016 ident: 10.1016/j.compchemeng.2017.11.017_bib0095 – volume: 163 start-page: 475 issue: 9 year: 2010 ident: 10.1016/j.compchemeng.2017.11.017_bib0235 article-title: Optimisation of water networks using linear programming publication-title: Proc. Inst. Civil Eng.− Water Manage. doi: 10.1680/wama.2010.163.9.475 – volume: 13 start-page: 885 issue: 6 year: 1977 ident: 10.1016/j.compchemeng.2017.11.017_bib0010 article-title: Design of optimal water distribution systems publication-title: Water Resour. Res. doi: 10.1029/WR013i006p00885 – volume: 99 start-page: 351 issue: 2 year: 2004 ident: 10.1016/j.compchemeng.2017.11.017_bib0040 article-title: Adjustable robust solutions of uncertain linear programs publication-title: Math. Program. doi: 10.1007/s10107-003-0454-y – volume: 4 start-page: 200 issue: 3 year: 1972 ident: 10.1016/j.compchemeng.2017.11.017_bib0105 article-title: Linear programming analysis of a water supply system with multiple supply points publication-title: A I I E Trans. – volume: 23 start-page: 769 issue: 4 year: 1998 ident: 10.1016/j.compchemeng.2017.11.017_bib0030 article-title: Robust convex optimization publication-title: Math. Oper. Res. doi: 10.1287/moor.23.4.769 – volume: 43 start-page: 264 issue: 2 year: 1995 ident: 10.1016/j.compchemeng.2017.11.017_bib0185 article-title: Robust optimization of large-scale systems publication-title: Oper. Res. doi: 10.1287/opre.43.2.264 – volume: 70 start-page: 225 issue: Suppl. C year: 2014 ident: 10.1016/j.compchemeng.2017.11.017_bib0140 article-title: Dynamic supply chain network design for the supply of blood in disasters: a robust model with real world application publication-title: Transp. Res. Part E: Logist. Transp. Rev. doi: 10.1016/j.tre.2014.06.003 – volume: 531 start-page: 1040 issue: Part (3) year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0170 article-title: Many-objective optimization and visual analytics reveal key trade-offs for London’s water supply publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2015.11.003 – start-page: 684 year: 2013 ident: 10.1016/j.compchemeng.2017.11.017_bib0215 article-title: Explicit demand uncertainty formulation for robust design of water distribution systems – volume: 28 start-page: 4075 issue: 12 year: 2014 ident: 10.1016/j.compchemeng.2017.11.017_bib0245 article-title: Optimal design of water distribution networks considering fuzzy randomness of demands using cross entropy optimization publication-title: Water Resour. Manage. doi: 10.1007/s11269-014-0728-6 – volume: Vol. 49 year: 2014 ident: 10.1016/j.compchemeng.2017.11.017_bib0205 – volume: 123 start-page: 49 issue: 1 year: 1997 ident: 10.1016/j.compchemeng.2017.11.017_bib0260 article-title: Finding robust solutions to water resources problems publication-title: J. Water Resour. Plann. Manage. doi: 10.1061/(ASCE)0733-9496(1997)123:1(49) – volume: 139 start-page: 634 issue: 6 year: 2012 ident: 10.1016/j.compchemeng.2017.11.017_bib0135 article-title: Implicit mean-Variance approach for optimal management of a water supply system under uncertainty publication-title: J. Water Resour. Plann. Manage. doi: 10.1061/(ASCE)WR.1943-5452.0000307 – volume: 47 start-page: 170 issue: Suppl. C year: 2012 ident: 10.1016/j.compchemeng.2017.11.017_bib0015 article-title: Optimal design and planning of biodiesel supply chain with land competition publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2012.06.044 – volume: 51 start-page: 3568 issue: 5 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0285 article-title: Hydroeconomic optimization of integrated water management and transfers under stochastic surface water supply publication-title: Water Resour. Res. doi: 10.1002/2014WR016519 – volume: 54 start-page: 150 issue: 1 year: 2006 ident: 10.1016/j.compchemeng.2017.11.017_bib0050 article-title: A robust optimization approach to inventory theory publication-title: Oper. Res. doi: 10.1287/opre.1050.0238 – volume: 181 start-page: 224 issue: 1 year: 2007 ident: 10.1016/j.compchemeng.2017.11.017_bib0160 article-title: A robust optimization model for multi-site production planning problem in an uncertain environment publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2006.06.011 – volume: 147 start-page: 694 issue: Suppl. C year: 2017 ident: 10.1016/j.compchemeng.2017.11.017_bib0020 article-title: An integrated data envelopment analysis–mathematical programming approach to strategic biodiesel supply chain network design problem publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2015.09.038 – start-page: 04016031 year: 2016 ident: 10.1016/j.compchemeng.2017.11.017_bib0240 article-title: Least-cost robust design optimization of water distribution systems under multiple loading publication-title: J. Water Resour. Plan. Manage. doi: 10.1061/(ASCE)WR.1943-5452.0000670 – volume: 119 start-page: 583 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0210 article-title: Parameter uncertainty modelling in water distribution network models publication-title: Procedia Eng. doi: 10.1016/j.proeng.2015.08.911 – volume: Vol. 37 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0090 – volume: 2 start-page: 104 issue: 2 year: 1985 ident: 10.1016/j.compchemeng.2017.11.017_bib0100 article-title: An integrated approach to the layout and design of water distribution networks publication-title: Civil Eng. Syst. doi: 10.1080/02630258508970389 – volume: 88 start-page: 172 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0190 article-title: Optimal design of macroscopic water networks under parametric uncertainty publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2014.05.002 – volume: 10 start-page: 43 issue: 1 year: 2009 ident: 10.1016/j.compchemeng.2017.11.017_bib0060 article-title: Optimization models for operative planning in drinking water networks publication-title: Optim. Eng. doi: 10.1007/s11081-008-9040-8 – volume: 139 start-page: 325 issue: 3 year: 2012 ident: 10.1016/j.compchemeng.2017.11.017_bib0145 article-title: Scenario-based robust optimization of regional water and wastewater infrastructure publication-title: J. Water Resour. Plann. Manage. doi: 10.1061/(ASCE)WR.1943-5452.0000236 – volume: 24 start-page: 449 issue: 4 year: 2009 ident: 10.1016/j.compchemeng.2017.11.017_bib0065 article-title: Reliable water supply system design under uncertainty publication-title: Environ. Modell. Softw. doi: 10.1016/j.envsoft.2008.08.007 – volume: 67 start-page: 160 year: 2015 ident: 10.1016/j.compchemeng.2017.11.017_bib0155 article-title: Scenario-based robust optimization of a water supply system under risk of facility failure publication-title: Environ. Modell. Softw. doi: 10.1016/j.envsoft.2015.01.012 – volume: 30 start-page: 4429 issue: 12 year: 2016 ident: 10.1016/j.compchemeng.2017.11.017_bib0075 article-title: Conjunctive water use optimization for watershed-lake water distribution system under uncertainty: a case study publication-title: Water Resour. Manage. doi: 10.1007/s11269-016-1430-7 – volume: 132 start-page: 501 issue: 5 year: 2006 ident: 10.1016/j.compchemeng.2017.11.017_bib0230 article-title: Optimization of water distribution networks using integer linear programming publication-title: J. Hydraul. Eng. doi: 10.1061/(ASCE)0733-9429(2006)132:5(501) – volume: 9 start-page: 33 issue: 1 year: 1998 ident: 10.1016/j.compchemeng.2017.11.017_bib0080 article-title: Robust solutions to uncertain semidefinite programs publication-title: SIAM J. Optim. doi: 10.1137/S1052623496305717 – volume: 1 start-page: 56 issue: 1 year: 1969 ident: 10.1016/j.compchemeng.2017.11.017_bib0115 article-title: Linear programming analysis of a water supply system publication-title: A I I E Trans. – volume: 25 start-page: 1791 issue: 7 year: 2011 ident: 10.1016/j.compchemeng.2017.11.017_bib0120 article-title: GA-ILP method for optimization of water distribution networks publication-title: Water Resour. Manage. doi: 10.1007/s11269-011-9775-4 – start-page: 315 year: 2011 ident: 10.1016/j.compchemeng.2017.11.017_bib0255 article-title: Modeling and optimization of production and distribution of drinking water at VMW – volume: 88 start-page: 411 issue: 3 year: 2000 ident: 10.1016/j.compchemeng.2017.11.017_bib0035 article-title: Robust solutions of Linear Programming problems contaminated with uncertain data publication-title: Math. Program. doi: 10.1007/PL00011380 – volume: 31 start-page: 2689 issue: 9 year: 2017 ident: 10.1016/j.compchemeng.2017.11.017_bib0195 article-title: Robust bi-objective macroscopic municipal water supply network redesign and rehabilitation publication-title: Water Resour. Manage. doi: 10.1007/s11269-017-1655-0 – volume: 9 start-page: 341 issue: 4 year: 2008 ident: 10.1016/j.compchemeng.2017.11.017_bib0125 article-title: A mixed-integer simulation-based optimization approach with surrogate functions in water resources management publication-title: Optim. Eng. doi: 10.1007/s11081-008-9048-0 – volume: 191 start-page: 207 issue: Suppl. C year: 2017 ident: 10.1016/j.compchemeng.2017.11.017_bib0025 article-title: Robust and resilient strategies for managing supply disruptions in an agribusiness supply chain publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2017.06.018 – volume: 130 start-page: 73 issue: 1 year: 2003 ident: 10.1016/j.compchemeng.2017.11.017_bib0225 article-title: Multiobjective genetic algorithms for design of water distribution networks publication-title: J. Water Resour. Plann. Manage. doi: 10.1061/(ASCE)0733-9496(2004)130:1(73) – volume: 49 start-page: 103 year: 2013 ident: 10.1016/j.compchemeng.2017.11.017_bib0280 article-title: Reclaimed water distribution network design under temporal and spatial growth and demand uncertainties publication-title: Environ. Modell. Softw. doi: 10.1016/j.envsoft.2013.07.008 |
| SSID | ssj0002488 |
| Score | 2.3987064 |
| Snippet | •A deterministic multi-echelon model for municipal water supply network is proposed.•A two-stage stochastic programming model for the water supply system is... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 13 |
| SubjectTerms | Robust optimization Two-stage scenario-based stochastic programming Water distribution system |
| Title | A novel robust optimization approach for an integrated municipal water distribution system design under uncertainty: A case study of Mashhad |
| URI | https://dx.doi.org/10.1016/j.compchemeng.2017.11.017 |
| Volume | 110 |
| WOSCitedRecordID | wos000425114500002&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: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-4375 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002488 issn: 0098-1354 databaseCode: AIEXJ dateStart: 19950611 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3bjtMwELVKFyF4QFzFctMg8RYFbeO4sREvFVoECFZI9KHiJXIcR03pJlWbLcs_8Ef8HONL0iwX7YLEi9tGslN3TseT0ZkzhDwdj1k-ijMRRkqzMM6ZkbxlNBQZOsKxkYgqbNeSd8nREZ_NxIfB4HtbC7NdJlXFT0_F6r-aGq-hsU3p7F-Yu1sUL-B7NDqOaHYcL2T4SVDVW70M1nV2smmCGn3CsS-27BTEPXdyJxaRB7ZMpFyhxb5I2zbcKOr6Zlhe7znILd3Dts5d46gcnaD56srbFR6ITq7W8Wo287k80wa07SCxsXhTrVSB3kkidmyguV6WyvYbDj7JrOxy1lO5KD87du_WL278ermZb6WjFL0v18FHeexB7_MZI24p0P0Up1E4HVEnLd35aM99dV7WVa_689rlQn85CVxSYmEMuTIbwr0YIl_yzGi2unLRs-rbP52KHVexpcEt0t5SqVkKn55SfLlE9qKECT4ke5M3h7O3XSAQxZy3kq1mQ1fIkx298A_f6_fhUS_kmd4g1_2zCkwcxm6Sga5ukWs9Bcvb5NsELNrAoQ36aIMWbYBoA1nBDm3QoQ0s2qCPNnBoA4c2sGiDHtqewwQM1sBiDeoCPNbukOmrw-nL16Fv8BEqyngT5lmh8wJjUlloHStBeX6QaMYUuoxCxIVOdESF1hHPE5ppphh-Vhg_ZZLnUtC7ZFjVlb5HgEupRRRlMsN4lWOITik90FTkkkcqFsU-4e3Pmiovfm96sCzTc827T6Ju6sopwFxk0ovWdqkPZV2ImiI-z59-_1_u-YBc3f2fHpJhsz7Rj8hltW3KzfqxB-cP1ZDQLg |
| linkProvider | Elsevier |
| 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+novel+robust+optimization+approach+for+an+integrated+municipal+water+distribution+system+design+under+uncertainty%3A+A+case+study+of+Mashhad&rft.jtitle=Computers+%26+chemical+engineering&rft.au=Ghelichi%2C+Zabih&rft.au=Tajik%2C+Javad&rft.au=Pishvaee%2C+Mir+Saman&rft.date=2018-02-02&rft.issn=0098-1354&rft.volume=110&rft.spage=13&rft.epage=34&rft_id=info:doi/10.1016%2Fj.compchemeng.2017.11.017&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_compchemeng_2017_11_017 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0098-1354&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0098-1354&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0098-1354&client=summon |