Projects per year
Abstract
This paper presents an optimal design methodology for the design of water distribution systems based on a multi-objective genetic algorithm, namely NSGA II, coupled with water distribution network simulation software, EPANET 2 and subroutine that calculates entropy. The novelty of this research is that it is a reliability-based approach that combines least cost design based on real-world commercial pipe sizes with maximum entropy for water distribution systems working under multiple operating conditions. The new approach has been demonstrated by designing a well known benchmark network. Results generated using multiple operating conditions and the commonly used single operating condition are presented and compared. It is shown that designs based on multiple operating conditions do not entail excessive cost, have more uniform pipe diameters and are more reliable.
Original language | English |
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Number of pages | 8 |
Publication status | Published - Jul 2012 |
Event | 10th International Conference on Hydroinformatics - Hamburg, Germany Duration: 14 Jul 2012 → 18 Jul 2012 |
Conference
Conference | 10th International Conference on Hydroinformatics |
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Country/Territory | Germany |
City | Hamburg |
Period | 14/07/12 → 18/07/12 |
Keywords
- maximum entropy formalism
- water distribution system
- surrogate reliability indicators
- multiobjective evolutionary optimization
- genetic algorithm
- NSGA II
- EPANET 2
- resilience index
- surplus power factor
Fingerprint
Dive into the research topics of 'Maximum entropy design of water distribution systems under multiple operating conditions'. Together they form a unique fingerprint.Projects
- 1 Finished
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PF-MOEA: Penalty-free feasibility boundary-convergent multi-objective evolutionary approach for water distribution
Tanyimboh, T.
EPSRC (Engineering and Physical Sciences Research Council)
1/10/09 → 31/03/13
Project: Research
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Pressure dependent network water quality modelling
Seyoum, A. G. & Tanyimboh, T., Jun 2014, In: Proceedings of the ICE - Water Management . 167, 6, p. 342-355 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Citations (Scopus)300 Downloads (Pure) -
Assessment of water quality modelling capabilities of EPANET multi-species and pressure dependent extension models
Seyoum, A. G., Tanyimboh, T. T. & Siew, C., 31 Aug 2013, In: Water Science and Technology: Water Supply. 13, 4, p. 1161-1166 6 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)296 Downloads (Pure) -
Water distribution network optimisation using maximum entropy under multiple loading patterns
Czajkowska, A. M. & Tanyimboh, T. T., 2013, In: Water Science and Technology: Water Supply. 13, 5, p. 1265-1271 7 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)111 Downloads (Pure)