Design Optimization of Water Distribution Networks through a Novel Differential Evolution

Kód výsledku v IS VaVaI

RIV/61989100:27240/21:10246970 - isvavai.cz

Výsledek na webu

https://ieeexplore.ieee.org/document/9326306

DOI - Digital Object Identifier

10.1109/ACCESS.2021.3052032

Jazyk výsledku

angličtina

Název v původním jazyce

Design Optimization of Water Distribution Networks through a Novel Differential Evolution

Popis výsledku v původním jazyce

Optimization algorithms have proven to be a useful tool in different areas of water resource management including water distribution network (WDN), which may be modelled as a large scale, combinatorial problem subject to constraints with the typical objective of minimizing the cost. In this study, a fuzzy C-means adaptive differential evolution (FCADE) is proposed to solve three well-known WDN problems: the two-loop distribution network problem, the Hanoi distribution network problem, and New York tunnel distribution network problem. FCADE is integrated with a well-known simulation software EPANET to manage the pressure constraints requirement. A comparative analysis of results through various performance metrics indicate the competence of FCADE for solving complex WDN problems.

Název v anglickém jazyce

Design Optimization of Water Distribution Networks through a Novel Differential Evolution

Popis výsledku anglicky

Optimization algorithms have proven to be a useful tool in different areas of water resource management including water distribution network (WDN), which may be modelled as a large scale, combinatorial problem subject to constraints with the typical objective of minimizing the cost. In this study, a fuzzy C-means adaptive differential evolution (FCADE) is proposed to solve three well-known WDN problems: the two-loop distribution network problem, the Hanoi distribution network problem, and New York tunnel distribution network problem. FCADE is integrated with a well-known simulation software EPANET to manage the pressure constraints requirement. A comparative analysis of results through various performance metrics indicate the competence of FCADE for solving complex WDN problems.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

LTAIN19176: Metaheuristický rámec pro vícecílové kombinatorické optimalizační problémy (META MO-COP)

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

IEEE Access

ISSN

2169-3536

e-ISSN

—

Svazek periodika

9

Číslo periodika v rámci svazku

Jan

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

19

Strana od-do

16133-16151

Kód UT WoS článku

000613538600001

EID výsledku v databázi Scopus

2-s2.0-85099730066