dc.contributor.author |
Letting, LK
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dc.contributor.author |
Hamam, Y
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dc.contributor.author |
Abu-Mahfouz, Adnan MI
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dc.date.accessioned |
2018-08-17T07:36:30Z |
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dc.date.available |
2018-08-17T07:36:30Z |
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dc.date.issued |
2017-07 |
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dc.identifier.citation |
Letting, LK, Hamam, Y and Abu-Mahfouz, Adnan MI. An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms. 2017 IEEE 15th International Conference on Industrial Informatics (INDIN), 24-26 July 2017, Emden, Germany, 6pp. |
en_US |
dc.identifier.isbn |
978-1-5386-0838-8 |
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dc.identifier.isbn |
978-1-5386-0837-1 |
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dc.identifier.uri |
DOI: 10.1109/INDIN.2017.8104951
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dc.identifier.uri |
https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8095148
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dc.identifier.uri |
http://hdl.handle.net/10204/10371
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dc.description |
Copyright : 2017 IEEE. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, kindly consult the publisher's website. |
en_US |
dc.description.abstract |
The application of simulation optimization in water distribution network analysis and design is a promising method for generating solutions to existing challenges. The absence of a standard interface for coupling the open source EPANET software package to optimization algorithms increases the implementation effort and limits the comparison of results. This work presents a methodology for implementing an interface for coupling optimization algorithms with EPANET. The proposed technique uses the internal simulation clock events in a discrete event simulation platform to co-ordinate optimization loops and data exchange. The utilization of intermediate input/output files is avoided in order to increase the simulation speed. A water distribution network implemented in the EPANET solver is considered as a discrete event to be interfaced with optimization algorithms. The interface module is implemented as a C/C++ mex-file for EPANET in the MATLAB/Simulink platform. The methodology enables the user to evaluate the fitness of the design parameters with easy access to data logging and visualization tools at run-time. The proposed technique is used to implement the particle swarm optimization algorithm (PSO) and applied to design a benchmark water distribution network. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
IEEE |
en_US |
dc.relation.ispartofseries |
Worklist;20278 |
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dc.subject |
EPANET |
en_US |
dc.subject |
Simulation |
en_US |
dc.subject |
Algorithms |
en_US |
dc.subject |
Mathematical optimization |
en_US |
dc.subject |
Discrete mathematics |
en_US |
dc.subject |
MATLAB |
en_US |
dc.subject |
Computer files |
en_US |
dc.subject |
Open-source software |
en_US |
dc.subject |
Artifical intelligence |
en_US |
dc.title |
An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms |
en_US |
dc.type |
Conference Presentation |
en_US |
dc.identifier.apacitation |
Letting, L., Hamam, Y., & Abu-Mahfouz, A. M. (2017). An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms. IEEE. http://hdl.handle.net/10204/10371 |
en_ZA |
dc.identifier.chicagocitation |
Letting, LK, Y Hamam, and Adnan MI Abu-Mahfouz. "An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms." (2017): http://hdl.handle.net/10204/10371 |
en_ZA |
dc.identifier.vancouvercitation |
Letting L, Hamam Y, Abu-Mahfouz AM, An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms; IEEE; 2017. http://hdl.handle.net/10204/10371 . |
en_ZA |
dc.identifier.ris |
TY - Conference Presentation
AU - Letting, LK
AU - Hamam, Y
AU - Abu-Mahfouz, Adnan MI
AB - The application of simulation optimization in water distribution network analysis and design is a promising method for generating solutions to existing challenges. The absence of a standard interface for coupling the open source EPANET software package to optimization algorithms increases the implementation effort and limits the comparison of results. This work presents a methodology for implementing an interface for coupling optimization algorithms with EPANET. The proposed technique uses the internal simulation clock events in a discrete event simulation platform to co-ordinate optimization loops and data exchange. The utilization of intermediate input/output files is avoided in order to increase the simulation speed. A water distribution network implemented in the EPANET solver is considered as a discrete event to be interfaced with optimization algorithms. The interface module is implemented as a C/C++ mex-file for EPANET in the MATLAB/Simulink platform. The methodology enables the user to evaluate the fitness of the design parameters with easy access to data logging and visualization tools at run-time. The proposed technique is used to implement the particle swarm optimization algorithm (PSO) and applied to design a benchmark water distribution network.
DA - 2017-07
DB - ResearchSpace
DP - CSIR
KW - EPANET
KW - Simulation
KW - Algorithms
KW - Mathematical optimization
KW - Discrete mathematics
KW - MATLAB
KW - Computer files
KW - Open-source software
KW - Artifical intelligence
LK - https://researchspace.csir.co.za
PY - 2017
SM - 978-1-5386-0838-8
SM - 978-1-5386-0837-1
T1 - An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms
TI - An interface for coupling optimization algorithms with EPANET in discrete event simulation platforms
UR - http://hdl.handle.net/10204/10371
ER -
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en_ZA |