PTSNet: A Parallel Transient Simulator for Water Transport Networks based on vectorization and distributed computing
Modeling transient flow in water transport networks (WTNs) is characterized by hyperbolic partial differential equations. Existing commercial and open-source software for transient modeling in WTNs have limitations, such as lack of scalability and compatibility with high-performance computers, diffi...
Uložené v:
| Vydané v: | Environmental modelling & software : with environment data news Ročník 158; s. 105554 |
|---|---|
| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Elsevier Ltd
01.12.2022
|
| Predmet: | |
| ISSN: | 1364-8152, 1873-6726 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Modeling transient flow in water transport networks (WTNs) is characterized by hyperbolic partial differential equations. Existing commercial and open-source software for transient modeling in WTNs have limitations, such as lack of scalability and compatibility with high-performance computers, difficulty to systematically execute simulations and analyze results. This work proposes a novel open-source Python package that relies on vectorization and distributed computing to overcome the limitations of existing software. The proposed library, the Parallel Transient Simulator for Water Networks (PTSNet), surpasses in computational performance existing modeling tools and incorporates novel analytics functionalities. PTSNet has been tested on WTNs composed of tens, hundreds, and thousands of hydraulic elements using a personal and a supercomputer, running from tens to hundreds of processors. We show through rigorous analyses that PTSNet is scalable, accurate, and significantly speeds up simulations with sufficiently dense numerical grids.
•The new method relies on vectorized and distributed parallel computing.•The proposed method surpasses performance of existing modeling tools.•Open-source Python package for modeling water transport systems is developed. |
|---|---|
| AbstractList | Modeling transient flow in water transport networks (WTNs) is characterized by hyperbolic partial differential equations. Existing commercial and open-source software for transient modeling in WTNs have limitations, such as lack of scalability and compatibility with high-performance computers, difficulty to systematically execute simulations and analyze results. This work proposes a novel open-source Python package that relies on vectorization and distributed computing to overcome the limitations of existing software. The proposed library, the Parallel Transient Simulator for Water Networks (PTSNet), surpasses in computational performance existing modeling tools and incorporates novel analytics functionalities. PTSNet has been tested on WTNs composed of tens, hundreds, and thousands of hydraulic elements using a personal and a supercomputer, running from tens to hundreds of processors. We show through rigorous analyses that PTSNet is scalable, accurate, and significantly speeds up simulations with sufficiently dense numerical grids.
•The new method relies on vectorized and distributed parallel computing.•The proposed method surpasses performance of existing modeling tools.•Open-source Python package for modeling water transport systems is developed. |
| ArticleNumber | 105554 |
| Author | Hodges, Ben R. Sela, Lina Riaño-Briceño, Gerardo |
| Author_xml | – sequence: 1 givenname: Gerardo surname: Riaño-Briceño fullname: Riaño-Briceño, Gerardo email: griano@utexas.edu – sequence: 2 givenname: Ben R. surname: Hodges fullname: Hodges, Ben R. email: hodges@utexas.edu – sequence: 3 givenname: Lina orcidid: 0000-0002-5834-8451 surname: Sela fullname: Sela, Lina email: linasela@utexas.edu |
| BookMark | eNqFkN9KwzAUh4NMcJs-gpAX6EzTpu30QsbwHwwdbOJlOE1PJbNLRpJN9OnN3K688SLkl5PzHZJvQHrGGiTkMmWjlKXF1WqEZudtG0accR5rQoj8hPTTqsySouRFL-asyJMqFfyMDLxfMcZizvskzJeLZwzXdELn4KDrsKNLB8ZrNIEu9HrbQbCOtnG9QUB3uN1YF2jkPq378LQGjw21hu5QxWb9DUHHE5iGNtoHp-ttiA3KrjfboM37OTltofN4cdyH5PX-bjl9TGYvD0_TySxRGRuHRPGiyQHGDIsaM8XrWsRcqgpUhQzaskKheKsAy4KXacEE5rEwTnkJQrV5NiQ3h7nKWe8dtlLp8Pu24EB3MmVyL1Cu5FGg3AuUB4GRFn_ojdNrcF__crcHDuPXdhqd9CraVNhoF_3Ixup_JvwAwaaThg |
| CitedBy_id | crossref_primary_10_1016_j_envsoft_2025_106618 crossref_primary_10_1016_j_watres_2024_122201 crossref_primary_10_1029_2024WR039742 |
| Cites_doi | 10.1016/j.cma.2019.112583 10.1002/j.1551-8833.2005.tb10892.x 10.1147/rd.112.0215 10.1016/j.envsoft.2021.105133 10.1115/1.3242524 10.2166/wh.2003.0002 10.1061/(ASCE)HY.1943-7900.0001432 10.1016/j.cma.2014.10.036 10.1016/j.cma.2005.07.007 10.1016/j.envsoft.2019.05.010 10.1061/(ASCE)CP.1943-5487.0001020 10.1016/j.proeng.2014.02.073 10.3390/w13070902 10.1080/00221686.2018.1522377 10.1016/j.envsoft.2015.08.014 10.1061/(ASCE)0733-9429(2004)130:4(341) 10.1119/1.1987371 10.1111/mice.12709 10.1061/(ASCE)0733-9496(2008)134:6(556) 10.1016/j.envsoft.2019.104526 10.1145/3093338.3093385 10.1016/j.envsoft.2021.105205 10.1016/j.envsoft.2013.11.002 10.1016/j.jfluidstructs.2019.102845 10.1145/3344587 10.1016/j.advengsoft.2020.102884 10.3390/fluids3030064 10.1016/0142-727X(94)90051-5 10.1016/j.envsoft.2021.105142 10.1061/(ASCE)HY.1943-7900.0001596 10.1061/(ASCE)WR.1943-5452.0000596 10.5194/dwes-7-83-2014 10.2166/hydro.2020.163 |
| ContentType | Journal Article |
| Copyright | 2022 Elsevier Ltd |
| Copyright_xml | – notice: 2022 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.envsoft.2022.105554 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Ecology Computer Science Environmental Sciences |
| EISSN | 1873-6726 |
| ExternalDocumentID | 10_1016_j_envsoft_2022_105554 S1364815222002547 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1RT 1~. 1~5 29G 4.4 457 4G. 53G 5GY 5VS 7-5 71M 8P~ AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO AAYFN AAYOK ABBOA ABFNM ABFYP ABJNI ABLST ABMAC ABXDB ABYKQ ACDAQ ACGFS ACIWK ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD AEBSH AEKER AENEX AFKWA AFRAH AFTJW AFXIZ AGHFR AGUBO AGYEJ AHEUO AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV AKIFW ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BKOJK BLECG BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HVGLF HZ~ IHE J1W KCYFY KOM M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SDF SDG SDP SES SEW SPC SPCBC SSJ SSV SSZ T5K UHS ~02 ~G- 9DU AAHBH AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD |
| ID | FETCH-LOGICAL-c309t-c26d4aa90e6be3c2bb590e7c8ac8e0af78e5c2fcae76271605e45c29127a5cf43 |
| ISICitedReferencesCount | 3 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000883790500001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1364-8152 |
| IngestDate | Sat Nov 29 07:04:12 EST 2025 Tue Nov 18 21:24:52 EST 2025 Fri Feb 23 02:41:44 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Transient flow Parallel computing High-performance computing Networked water systems Message Passing Interface |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c309t-c26d4aa90e6be3c2bb590e7c8ac8e0af78e5c2fcae76271605e45c29127a5cf43 |
| ORCID | 0000-0002-5834-8451 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_envsoft_2022_105554 crossref_primary_10_1016_j_envsoft_2022_105554 elsevier_sciencedirect_doi_10_1016_j_envsoft_2022_105554 |
| PublicationCentury | 2000 |
| PublicationDate | December 2022 2022-12-00 |
| PublicationDateYYYYMMDD | 2022-12-01 |
| PublicationDate_xml | – month: 12 year: 2022 text: December 2022 |
| PublicationDecade | 2020 |
| PublicationTitle | Environmental modelling & software : with environment data news |
| PublicationYear | 2022 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Holton (b21) 1973; 41 Anguita, Acosta, Fernández-Baldomero, Rueda (b2) 2015; 73 Fox, Shepherd, Collins, Boxall (b17) 2014; 70 Abhyankar, Betrie, Maldonado, Mcinnes, Smith, Zhang (b1) 2020; 46 Graham, Woodall, Squyres (b19) 2005 Jasak, Jemcov, Tukovic (b23) 2007 Cao, Mohareb, Nistor (b10) 2020; 93 Chaudhry, Hussaini (b13) 1985; 107 Bentley Systems (b3) 2019 McInnis, Karney (b33) 1998 Verdugo, Martín, Badia (b49) 2019; 357 Burger, Sitzenfrei, Kleidorfer, Rauch (b8) 2014; 53 Sela, Housh (b44) 2019; 145 Innovyze (b22) 2019 Zhu, Liu, Qin, Zhu (b54) 2019; 122 Li, Hodges (b30) 2021; 13 Wylie, Streeter, Suo (b50) 1993 Castro, García-Rodríguez, González-Vida, Parés (b12) 2006; 195 Blanco, Mansilla Alvarez, Feijóo (b6) 2015; 283 Larock, Jeppson, Watters (b28) 1999 LeChevallier, Gullick, Karim, Friedman, Funk (b29) 2003; 1 Lin, Zhang (b31) 2021; 144 Carlotto, Chaffe, dos Santos, Lee (b11) 2021; 145 Bentley Systems (b4) 2022 TACC - Texas Advanced Computing Center (b47) 2020 Courant, Friedrichs, Lewy (b15) 1967; 11 Riaño-Briceño, Sela, Hodges (b40) 2021; 37 Klise, Murray, Haxton (b26) 2018 Kjerrumgaard Jensen, Kær Larsen, Lindgren Lassen, Mandø, Andreasen (b25) 2018; 3 Mesgari Sohani, Ghidaoui (b34) 2019; 57 Tiernan, Hodges (b48) 2022; 36 Collette (b14) 2013 Sela, Salomons, Housh (b45) 2019; 119 Nault, Karney, Jung (b37) 2018; 144 KYPipe (b27) 2019 Riaño-Briceño, Sela, Hodges (b41) 2021 Fritzson (b18) 2011 Fernández-Pato, García-Navarro (b16) 2014; 7 Riaño-Briceño, Hodges, Sela (b39) 2022 Misiūnas (b35) 2008 Boulos, Karney, Wood, Lingireddy (b7) 2005; 97 Stanzione, D., Barth, B., Gaffney, N., Gaither, K., Hempel, C., Minyard, T., Mehringer, S., Wernert, E., Tufo, H., Panda, D., 2017. Stampede 2: The evolution of an XSEDE supercomputer. In: Proceedings of the Practice and Experience in Advanced Research Computing 2017 on Sustainability, Success and Impact. pp. 1–8. Grama, Kumar, Gupta, Karypis (b20) 2003 Burger, Sitzenfrei, Kleidorfer, Rauch (b9) 2016; 142 McCalpin (b32) 2022 Kiuchi (b24) 1994; 15 Xu, Tang, Jiang, Chen, Chen, Niu (b52) 2021; 144 Zhao, Ghidaoui (b53) 2004; 130 Ostfeld, Uber, Salomons, Berry, Hart, Phillips, Watson, Dorini, Jonkergouw, Kapelan (b38) 2008; 134 Bentley Systems (b5) 2022 Xing, Sela (b51) 2020; 149 Morales-Hernández, Sharif, Gangrade, Dullo, Kao, Kalyanapu, Ghafoor, Evans, Madadi-Kandjani, Hodges (b36) 2020; 22 Scroggs, Dokken, Richardson, Wells (b43) 2021 Rossman (b42) 1994 Carlotto (10.1016/j.envsoft.2022.105554_b11) 2021; 145 Sela (10.1016/j.envsoft.2022.105554_b44) 2019; 145 Holton (10.1016/j.envsoft.2022.105554_b21) 1973; 41 McInnis (10.1016/j.envsoft.2022.105554_b33) 1998 Abhyankar (10.1016/j.envsoft.2022.105554_b1) 2020; 46 KYPipe (10.1016/j.envsoft.2022.105554_b27) 2019 Kiuchi (10.1016/j.envsoft.2022.105554_b24) 1994; 15 Fox (10.1016/j.envsoft.2022.105554_b17) 2014; 70 Xing (10.1016/j.envsoft.2022.105554_b51) 2020; 149 Fernández-Pato (10.1016/j.envsoft.2022.105554_b16) 2014; 7 Innovyze (10.1016/j.envsoft.2022.105554_b22) 2019 Xu (10.1016/j.envsoft.2022.105554_b52) 2021; 144 Collette (10.1016/j.envsoft.2022.105554_b14) 2013 10.1016/j.envsoft.2022.105554_b46 Jasak (10.1016/j.envsoft.2022.105554_b23) 2007 TACC - Texas Advanced Computing Center (10.1016/j.envsoft.2022.105554_b47) 2020 Wylie (10.1016/j.envsoft.2022.105554_b50) 1993 Grama (10.1016/j.envsoft.2022.105554_b20) 2003 Boulos (10.1016/j.envsoft.2022.105554_b7) 2005; 97 Scroggs (10.1016/j.envsoft.2022.105554_b43) 2021 Bentley Systems (10.1016/j.envsoft.2022.105554_b4) 2022 Rossman (10.1016/j.envsoft.2022.105554_b42) 1994 Riaño-Briceño (10.1016/j.envsoft.2022.105554_b41) 2021 Riaño-Briceño (10.1016/j.envsoft.2022.105554_b39) 2022 Bentley Systems (10.1016/j.envsoft.2022.105554_b5) 2022 Chaudhry (10.1016/j.envsoft.2022.105554_b13) 1985; 107 Klise (10.1016/j.envsoft.2022.105554_b26) 2018 Bentley Systems (10.1016/j.envsoft.2022.105554_b3) 2019 Mesgari Sohani (10.1016/j.envsoft.2022.105554_b34) 2019; 57 Burger (10.1016/j.envsoft.2022.105554_b8) 2014; 53 Li (10.1016/j.envsoft.2022.105554_b30) 2021; 13 Blanco (10.1016/j.envsoft.2022.105554_b6) 2015; 283 Fritzson (10.1016/j.envsoft.2022.105554_b18) 2011 Castro (10.1016/j.envsoft.2022.105554_b12) 2006; 195 Courant (10.1016/j.envsoft.2022.105554_b15) 1967; 11 Nault (10.1016/j.envsoft.2022.105554_b37) 2018; 144 Anguita (10.1016/j.envsoft.2022.105554_b2) 2015; 73 Zhao (10.1016/j.envsoft.2022.105554_b53) 2004; 130 Graham (10.1016/j.envsoft.2022.105554_b19) 2005 Larock (10.1016/j.envsoft.2022.105554_b28) 1999 Burger (10.1016/j.envsoft.2022.105554_b9) 2016; 142 Lin (10.1016/j.envsoft.2022.105554_b31) 2021; 144 Ostfeld (10.1016/j.envsoft.2022.105554_b38) 2008; 134 LeChevallier (10.1016/j.envsoft.2022.105554_b29) 2003; 1 Verdugo (10.1016/j.envsoft.2022.105554_b49) 2019; 357 Morales-Hernández (10.1016/j.envsoft.2022.105554_b36) 2020; 22 Tiernan (10.1016/j.envsoft.2022.105554_b48) 2022; 36 Sela (10.1016/j.envsoft.2022.105554_b45) 2019; 119 Riaño-Briceño (10.1016/j.envsoft.2022.105554_b40) 2021; 37 Misiūnas (10.1016/j.envsoft.2022.105554_b35) 2008 Kjerrumgaard Jensen (10.1016/j.envsoft.2022.105554_b25) 2018; 3 McCalpin (10.1016/j.envsoft.2022.105554_b32) 2022 Cao (10.1016/j.envsoft.2022.105554_b10) 2020; 93 Zhu (10.1016/j.envsoft.2022.105554_b54) 2019; 122 |
| References_xml | – volume: 357 year: 2019 ident: b49 article-title: Distributed-memory parallelization of the aggregated unfitted finite element method publication-title: Comput. Methods Appl. Mech. Engrg. – volume: 119 start-page: 49 year: 2019 end-page: 56 ident: b45 article-title: Plugin prototyping for the EPANET software publication-title: Environ. Model. Softw. – volume: 7 start-page: 83 year: 2014 end-page: 92 ident: b16 article-title: Finite volume simulation of unsteady water pipe flow publication-title: Drinking Water Engineering and Science – volume: 3 start-page: 64 year: 2018 ident: b25 article-title: Implementation and validation of a free open source 1D water hammer code publication-title: Fluids – year: 2021 ident: b41 article-title: Supporting Information - Distributed and Vectorized Method of Characteristics for Fast Transient Simulations in Water Distribution Systems – volume: 15 start-page: 378 year: 1994 end-page: 383 ident: b24 article-title: An implicit method for transient gas flows in pipe networks publication-title: Int. J. Heat Fluid Flow – volume: 1 start-page: 3 year: 2003 end-page: 14 ident: b29 article-title: The potential for health risks from intrusion of contaminants into the distribution system from pressure transients publication-title: Journal of Water and Health – reference: Stanzione, D., Barth, B., Gaffney, N., Gaither, K., Hempel, C., Minyard, T., Mehringer, S., Wernert, E., Tufo, H., Panda, D., 2017. Stampede 2: The evolution of an XSEDE supercomputer. In: Proceedings of the Practice and Experience in Advanced Research Computing 2017 on Sustainability, Success and Impact. pp. 1–8. – start-page: 228 year: 2005 end-page: 239 ident: b19 article-title: Open MPI: A flexible high performance MPI publication-title: International Conference on Parallel Processing and Applied Mathematics – volume: 37 start-page: 163 year: 2021 end-page: 1846 ident: b40 article-title: Distributed and vectorized method of characteristics for fast transient simulations in water distribution systems publication-title: Comput.-Aided Civ. Infrastruct. Eng. – volume: 22 start-page: 1217 year: 2020 end-page: 1235 ident: b36 article-title: High-performance computing in water resources hydrodynamics publication-title: J. Hydroinform. – year: 2022 ident: b5 article-title: Selection of the Time Step – start-page: 1 year: 2007 end-page: 20 ident: b23 article-title: OpenFOAM: A C＋＋ library for complex physics simulations publication-title: International Workshop on Coupled Methods in Numerical Dynamics, Vol. 1000 – volume: 145 year: 2019 ident: b44 article-title: Increasing usability of water distribution analysis tools through plug-in development in EPANET publication-title: J. Hydraul. Eng. – volume: 73 start-page: 201 year: 2015 end-page: 217 ident: b2 article-title: Scalable parallel implementation for 3D semi-implicit hydrodynamic models of shallow waters publication-title: Environ. Model. Softw. – year: 2011 ident: b18 article-title: Introduction to Modeling and Simulation of Technical and Physical Systems with Modelica – year: 1999 ident: b28 article-title: Hydraulics of Pipeline Systems – year: 2013 ident: b14 article-title: Python and HDF5: Unlocking Scientific Data – volume: 130 start-page: 341 year: 2004 end-page: 348 ident: b53 article-title: Godunov-type solutions for water hammer flows publication-title: J. Hydraul. Eng. – volume: 93 year: 2020 ident: b10 article-title: Finite element for the dynamic analysis of pipes subjected to water hammer publication-title: Journal of Fluids and Structures – year: 1994 ident: b42 article-title: EPANET users manual – year: 2021 ident: b43 article-title: Construction of arbitrary order finite element degree-of-freedom maps on polygonal and polyhedral cell meshes – year: 2022 ident: b39 article-title: PTSNet – year: 2003 ident: b20 article-title: Introduction to Parallel Computing – year: 2018 ident: b26 article-title: An overview of the water network tool for resilience (WNTR) – year: 2019 ident: b22 article-title: Infosurge users guide – volume: 195 start-page: 2788 year: 2006 end-page: 2815 ident: b12 article-title: A parallel 2d finite volume scheme for solving systems of balance laws with nonconservative products: Application to shallow flows publication-title: Comput. Methods Appl. Mech. Engrg. – volume: 57 start-page: 353 year: 2019 end-page: 373 ident: b34 article-title: Formulation of consistent finite volume schemes for hydraulic transients publication-title: Journal of Hydraulic Resesearch – volume: 41 start-page: 752 year: 1973 end-page: 754 ident: b21 article-title: An introduction to dynamic meteorology publication-title: Amer. J. Phys. – volume: 144 year: 2018 ident: b37 article-title: Generalized flexible method for simulating transient pipe network hydraulics publication-title: Journal of Hydraulic Engineering – volume: 70 start-page: 668 year: 2014 end-page: 677 ident: b17 article-title: Experimental proof of contaminant ingress into a leaking pipe during a transient event publication-title: Procedia Eng. – volume: 53 start-page: 27 year: 2014 end-page: 34 ident: b8 article-title: Parallel flow routing in SWMM 5 publication-title: Environ. Model. Softw. – volume: 144 year: 2021 ident: b31 article-title: A scalable distributed parallel simulation tool for the SWAT model publication-title: Environ. Model. Softw. – year: 1998 ident: b33 article-title: TransAM reference manual – volume: 13 start-page: 902 year: 2021 ident: b30 article-title: Revisiting surface-subsurface exchange at intertidal zone with a coupled 2D hydrodynamic and 3D variably-saturated groundwater model publication-title: Water – volume: 122 year: 2019 ident: b54 article-title: A modular and parallelized watershed modeling framework publication-title: Environ. Model. Softw. – volume: 97 start-page: 111 year: 2005 end-page: 124 ident: b7 article-title: Hydraulic transient guidelines for protecting water distribution systems publication-title: Journal of American Water Works Association – volume: 134 start-page: 556 year: 2008 end-page: 568 ident: b38 article-title: The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms publication-title: J. Water Resour. Plan. Manag. – year: 2019 ident: b27 article-title: Kypipe 2018 users guide – volume: 46 start-page: 1 year: 2020 end-page: 24 ident: b1 article-title: PETSc DNNetwork: A library for scalable network PDE-based multiphysics simulations publication-title: ACM Trans. Math. Softw. – volume: 107 start-page: 523 year: 1985 end-page: 529 ident: b13 article-title: Second-order accurate explicit finite-difference schemes for water hammer analysis publication-title: J. Fluids Eng. – year: 2008 ident: b35 article-title: Failure Monitoring and Asset Condition Asssessment in Water Supply Systems – volume: 142 year: 2016 ident: b9 article-title: Quest for a new solver for EPANET 2 publication-title: J. Water Resour. Plan. Manag. – volume: 36 start-page: 1 year: 2022 end-page: 13 ident: b48 article-title: A topological approach to partitioning flow networks for parallel simulation publication-title: Journal of Computing in Civil Engineering – volume: 149 year: 2020 ident: b51 article-title: Transient simulations in water distribution networks: Tsnet python package publication-title: Adv. Eng. Softw. – year: 2022 ident: b4 article-title: Time Step and Computational Reach Length – volume: 144 year: 2021 ident: b52 article-title: An automatic partition-based parallel algorithm for grid-based distributed hydrological models publication-title: Environ. Model. Softw. – year: 2019 ident: b3 article-title: Water hammer and transient analysis software – volume: 283 start-page: 971 year: 2015 end-page: 993 ident: b6 article-title: Hybrid element-based approximation for the Navier–Stokes equations in pipe-like domains publication-title: Comput. Methods Appl. Mech. Engrg. – volume: 11 start-page: 215 year: 1967 end-page: 234 ident: b15 article-title: On the partial difference equations of mathematical physics publication-title: IBM J. Res. Dev. – year: 2022 ident: b32 article-title: A peculiar throughput limitation on Intel’s Xeon Phi x200 (Knights Landing) – year: 1993 ident: b50 article-title: Fluid Transients in Systems, Vol. 1 – volume: 145 year: 2021 ident: b11 article-title: SW2D-GPU: A two-dimensional shallow water model accelerated by GPGPU publication-title: Environ. Model. Softw. – year: 2020 ident: b47 article-title: Stampede 2 User Guide – start-page: 228 year: 2005 ident: 10.1016/j.envsoft.2022.105554_b19 article-title: Open MPI: A flexible high performance MPI – volume: 357 year: 2019 ident: 10.1016/j.envsoft.2022.105554_b49 article-title: Distributed-memory parallelization of the aggregated unfitted finite element method publication-title: Comput. Methods Appl. Mech. Engrg. doi: 10.1016/j.cma.2019.112583 – volume: 97 start-page: 111 issue: 5 year: 2005 ident: 10.1016/j.envsoft.2022.105554_b7 article-title: Hydraulic transient guidelines for protecting water distribution systems publication-title: Journal of American Water Works Association doi: 10.1002/j.1551-8833.2005.tb10892.x – year: 2008 ident: 10.1016/j.envsoft.2022.105554_b35 – volume: 11 start-page: 215 issue: 2 year: 1967 ident: 10.1016/j.envsoft.2022.105554_b15 article-title: On the partial difference equations of mathematical physics publication-title: IBM J. Res. Dev. doi: 10.1147/rd.112.0215 – year: 1999 ident: 10.1016/j.envsoft.2022.105554_b28 – volume: 144 year: 2021 ident: 10.1016/j.envsoft.2022.105554_b31 article-title: A scalable distributed parallel simulation tool for the SWAT model publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2021.105133 – year: 2020 ident: 10.1016/j.envsoft.2022.105554_b47 – volume: 107 start-page: 523 issue: 4 year: 1985 ident: 10.1016/j.envsoft.2022.105554_b13 article-title: Second-order accurate explicit finite-difference schemes for water hammer analysis publication-title: J. Fluids Eng. doi: 10.1115/1.3242524 – year: 1993 ident: 10.1016/j.envsoft.2022.105554_b50 – volume: 1 start-page: 3 issue: 1 year: 2003 ident: 10.1016/j.envsoft.2022.105554_b29 article-title: The potential for health risks from intrusion of contaminants into the distribution system from pressure transients publication-title: Journal of Water and Health doi: 10.2166/wh.2003.0002 – start-page: 1 year: 2007 ident: 10.1016/j.envsoft.2022.105554_b23 article-title: OpenFOAM: A C＋＋ library for complex physics simulations – year: 2022 ident: 10.1016/j.envsoft.2022.105554_b32 – volume: 144 issue: 7 year: 2018 ident: 10.1016/j.envsoft.2022.105554_b37 article-title: Generalized flexible method for simulating transient pipe network hydraulics publication-title: Journal of Hydraulic Engineering doi: 10.1061/(ASCE)HY.1943-7900.0001432 – volume: 283 start-page: 971 year: 2015 ident: 10.1016/j.envsoft.2022.105554_b6 article-title: Hybrid element-based approximation for the Navier–Stokes equations in pipe-like domains publication-title: Comput. Methods Appl. Mech. Engrg. doi: 10.1016/j.cma.2014.10.036 – volume: 195 start-page: 2788 issue: 19–22 year: 2006 ident: 10.1016/j.envsoft.2022.105554_b12 article-title: A parallel 2d finite volume scheme for solving systems of balance laws with nonconservative products: Application to shallow flows publication-title: Comput. Methods Appl. Mech. Engrg. doi: 10.1016/j.cma.2005.07.007 – volume: 119 start-page: 49 year: 2019 ident: 10.1016/j.envsoft.2022.105554_b45 article-title: Plugin prototyping for the EPANET software publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2019.05.010 – volume: 36 start-page: 1 issue: 4 year: 2022 ident: 10.1016/j.envsoft.2022.105554_b48 article-title: A topological approach to partitioning flow networks for parallel simulation publication-title: Journal of Computing in Civil Engineering doi: 10.1061/(ASCE)CP.1943-5487.0001020 – volume: 70 start-page: 668 year: 2014 ident: 10.1016/j.envsoft.2022.105554_b17 article-title: Experimental proof of contaminant ingress into a leaking pipe during a transient event publication-title: Procedia Eng. doi: 10.1016/j.proeng.2014.02.073 – year: 2011 ident: 10.1016/j.envsoft.2022.105554_b18 – volume: 13 start-page: 902 issue: 7 year: 2021 ident: 10.1016/j.envsoft.2022.105554_b30 article-title: Revisiting surface-subsurface exchange at intertidal zone with a coupled 2D hydrodynamic and 3D variably-saturated groundwater model publication-title: Water doi: 10.3390/w13070902 – volume: 57 start-page: 353 issue: 3 year: 2019 ident: 10.1016/j.envsoft.2022.105554_b34 article-title: Formulation of consistent finite volume schemes for hydraulic transients publication-title: Journal of Hydraulic Resesearch doi: 10.1080/00221686.2018.1522377 – volume: 73 start-page: 201 year: 2015 ident: 10.1016/j.envsoft.2022.105554_b2 article-title: Scalable parallel implementation for 3D semi-implicit hydrodynamic models of shallow waters publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2015.08.014 – volume: 130 start-page: 341 issue: 4 year: 2004 ident: 10.1016/j.envsoft.2022.105554_b53 article-title: Godunov-type solutions for water hammer flows publication-title: J. Hydraul. Eng. doi: 10.1061/(ASCE)0733-9429(2004)130:4(341) – volume: 41 start-page: 752 issue: 5 year: 1973 ident: 10.1016/j.envsoft.2022.105554_b21 article-title: An introduction to dynamic meteorology publication-title: Amer. J. Phys. doi: 10.1119/1.1987371 – volume: 37 start-page: 163 issue: 2 year: 2021 ident: 10.1016/j.envsoft.2022.105554_b40 article-title: Distributed and vectorized method of characteristics for fast transient simulations in water distribution systems publication-title: Comput.-Aided Civ. Infrastruct. Eng. doi: 10.1111/mice.12709 – year: 2019 ident: 10.1016/j.envsoft.2022.105554_b27 – volume: 134 start-page: 556 issue: 6 year: 2008 ident: 10.1016/j.envsoft.2022.105554_b38 article-title: The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)0733-9496(2008)134:6(556) – year: 1994 ident: 10.1016/j.envsoft.2022.105554_b42 – volume: 122 year: 2019 ident: 10.1016/j.envsoft.2022.105554_b54 article-title: A modular and parallelized watershed modeling framework publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2019.104526 – ident: 10.1016/j.envsoft.2022.105554_b46 doi: 10.1145/3093338.3093385 – volume: 145 year: 2021 ident: 10.1016/j.envsoft.2022.105554_b11 article-title: SW2D-GPU: A two-dimensional shallow water model accelerated by GPGPU publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2021.105205 – year: 2018 ident: 10.1016/j.envsoft.2022.105554_b26 – year: 2021 ident: 10.1016/j.envsoft.2022.105554_b41 – volume: 53 start-page: 27 year: 2014 ident: 10.1016/j.envsoft.2022.105554_b8 article-title: Parallel flow routing in SWMM 5 publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2013.11.002 – volume: 93 year: 2020 ident: 10.1016/j.envsoft.2022.105554_b10 article-title: Finite element for the dynamic analysis of pipes subjected to water hammer publication-title: Journal of Fluids and Structures doi: 10.1016/j.jfluidstructs.2019.102845 – volume: 46 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.envsoft.2022.105554_b1 article-title: PETSc DNNetwork: A library for scalable network PDE-based multiphysics simulations publication-title: ACM Trans. Math. Softw. doi: 10.1145/3344587 – year: 2022 ident: 10.1016/j.envsoft.2022.105554_b5 – year: 2019 ident: 10.1016/j.envsoft.2022.105554_b22 – volume: 149 year: 2020 ident: 10.1016/j.envsoft.2022.105554_b51 article-title: Transient simulations in water distribution networks: Tsnet python package publication-title: Adv. Eng. Softw. doi: 10.1016/j.advengsoft.2020.102884 – volume: 3 start-page: 64 issue: 3 year: 2018 ident: 10.1016/j.envsoft.2022.105554_b25 article-title: Implementation and validation of a free open source 1D water hammer code publication-title: Fluids doi: 10.3390/fluids3030064 – year: 2021 ident: 10.1016/j.envsoft.2022.105554_b43 – year: 2022 ident: 10.1016/j.envsoft.2022.105554_b4 – year: 2019 ident: 10.1016/j.envsoft.2022.105554_b3 – volume: 15 start-page: 378 issue: 5 year: 1994 ident: 10.1016/j.envsoft.2022.105554_b24 article-title: An implicit method for transient gas flows in pipe networks publication-title: Int. J. Heat Fluid Flow doi: 10.1016/0142-727X(94)90051-5 – volume: 144 year: 2021 ident: 10.1016/j.envsoft.2022.105554_b52 article-title: An automatic partition-based parallel algorithm for grid-based distributed hydrological models publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2021.105142 – volume: 145 issue: 5 year: 2019 ident: 10.1016/j.envsoft.2022.105554_b44 article-title: Increasing usability of water distribution analysis tools through plug-in development in EPANET publication-title: J. Hydraul. Eng. doi: 10.1061/(ASCE)HY.1943-7900.0001596 – volume: 142 issue: 3 year: 2016 ident: 10.1016/j.envsoft.2022.105554_b9 article-title: Quest for a new solver for EPANET 2 publication-title: J. Water Resour. Plan. Manag. doi: 10.1061/(ASCE)WR.1943-5452.0000596 – year: 2013 ident: 10.1016/j.envsoft.2022.105554_b14 – year: 2022 ident: 10.1016/j.envsoft.2022.105554_b39 – volume: 7 start-page: 83 issue: 2 year: 2014 ident: 10.1016/j.envsoft.2022.105554_b16 article-title: Finite volume simulation of unsteady water pipe flow publication-title: Drinking Water Engineering and Science doi: 10.5194/dwes-7-83-2014 – volume: 22 start-page: 1217 issue: 5 year: 2020 ident: 10.1016/j.envsoft.2022.105554_b36 article-title: High-performance computing in water resources hydrodynamics publication-title: J. Hydroinform. doi: 10.2166/hydro.2020.163 – year: 1998 ident: 10.1016/j.envsoft.2022.105554_b33 – year: 2003 ident: 10.1016/j.envsoft.2022.105554_b20 |
| SSID | ssj0001524 |
| Score | 2.3883736 |
| Snippet | Modeling transient flow in water transport networks (WTNs) is characterized by hyperbolic partial differential equations. Existing commercial and open-source... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 105554 |
| SubjectTerms | High-performance computing Message Passing Interface Networked water systems Parallel computing Transient flow |
| Title | PTSNet: A Parallel Transient Simulator for Water Transport Networks based on vectorization and distributed computing |
| URI | https://dx.doi.org/10.1016/j.envsoft.2022.105554 |
| Volume | 158 |
| WOSCitedRecordID | wos000883790500001&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: 1873-6726 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001524 issn: 1364-8152 databaseCode: AIEXJ dateStart: 19970101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lj9MwELbKLkhw4FF2xfKSD9yilMZ52OHWRUXAoVpti9hb5DiO1FVJqrZblr_FL2TGTtzssuIlcYlSy66TzlfPeDzzDSGv8pIzhTUAlebSj5I89dMoDX1eijBiuY7iXJliE3wyEWdn6Umv973NhdkueFWJy8t0-V9FDW0gbEyd_Qtxuy-FBrgHocMVxA7XPxL8yWw60dbhB_bhCmulLCyHOaY-etP5F6zYVa9MgOFniSSJjuEc838xUmvtoXYr8CRha9z6TbamOWookGsXy2RpkxG3vNi06q_18O-S5zA3BWvtLKxHIvHWsOx_xWgzfEDjBO6k2nkYr-p1Df3TucSj_OOg9o9NgXr7wXrzYZ9f1A6XNdJVGLjqyjsdONeRXsjG-SC7Lg7GroWLuNybXaATLtVhEvkisPy3A23bBA_9hNscfLe-W274n3SFdVucD-A18d0HODOWPY4tq_U1Gu4pzofTMWYYBPgtss94nIIy2B99GJ99dPof-thSys3z7fLGXt842c0WUcfKmT0k95vtCR1ZWD0iPV31yYO29AdtNEGf3BkbtvNvfXKvw2jZJ4dXZN_2Xz8mGwvLN3REW1BSB0rqQEkBlNSAkjpQ0haU1ICS1hW9AkoKoKQdUFIHygPy6d149va931T88FU4TDe-YkkRSZkOdZLrULE8j-GeKyGV0ENZcqFjxUolNehw2OkPY1hMFEsDxmWsyig8JHtVXeknhMqCqzQJ0kAOoU9Zigg277IAaz0QRVAURyRqf_VMNXT4WJVlkbVxj-dZI6wMhZVZYR2RgRu2tHwwvxsgWpFmjVFrjdUMcPjroU__fegzcnf3R3pO9jarC_2C3FbbzXy9etkg9gfey83W |
| 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=PTSNet%3A+A+Parallel+Transient+Simulator+for+Water+Transport+Networks+based+on+vectorization+and+distributed+computing&rft.jtitle=Environmental+modelling+%26+software+%3A+with+environment+data+news&rft.au=Ria%C3%B1o-Brice%C3%B1o%2C+Gerardo&rft.au=Hodges%2C+Ben+R.&rft.au=Sela%2C+Lina&rft.date=2022-12-01&rft.pub=Elsevier+Ltd&rft.issn=1364-8152&rft.eissn=1873-6726&rft.volume=158&rft_id=info:doi/10.1016%2Fj.envsoft.2022.105554&rft.externalDocID=S1364815222002547 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1364-8152&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1364-8152&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1364-8152&client=summon |