YAPAY ARI KOLONİSİ ALGORİTMASI KULLANILARAK SU DAĞITIM ŞEBEKELERİNİN OPTİMİZASYONU

Year 2020, , 377 - 392, 30.01.2020

Volkan Yılmaz , Meral Büyükyıldız , Ömer Kaan Baykan

https://doi.org/10.28948/ngumuh.568917

Cited By: 4

Abstract

Su dağıtım
şebekeleri, şehir yaşamında kullanmak için gerekli olan suyun kullanıcılarına
dağıtımıını sağlayan yapılardır. Gerekli olan suyun kaynağından kullanıcılara
iletilmesini sağlayan tesisler arasında, su dağıtım şebekelerinin maliyetinin
toplam maliyete oranının oldukça yüksek olduğu bilinmektedir. Su dağıtım
şebekelerindeki belirli sınırlamalar, tasarımda kullanılan parametrelerin
fazlalığı ve ortaya çıkan yüksek miktardaki maliyet değerleri, su dağıtım
şebekelerinde maliyet optimizasyonunu zorunlu kılmıştır. Bu çalışmada, yeni bir
yöntem olan Yapay Arı Kolonisi optimizasyon yöntemini kullanarak daha önce çok
sayıda araştırmacı tarafından kullanılmış olan Alperovits ve Shamir şebekesi,
Hanoi şehri su dağıtım şebekesi ve bir yenileme projesi olarak New York şehri
su dağıtım şebekesi üzerinde maliyet optimizasyonu yapılmış ve sonuçlar
değerlendirilmiştir.

Keywords

su dağıtım sistemleri, yapay arı kolonisi algoritması, Hanoi şebekesi, alperovits ve shamir şebekesi, Newyork şehir şebekesi

OPTIMIZATION OF WATER DISTRIBUTION NETWORKS USING ARTIFICIAL BEE COLONY ALGORITHM

Abstract

Water
distribution networks are such structures, which maintain the distribution of
the water necessary for use in the city-life to its users. Among the
facilities, which maintain the transmission of the utility water from its
resource to the users, water distribution networks are known to have quite high
ratio of cost to the overall cost. Certain limitations in the water
distribution networks, excessiveness of the parameters being in use in the
design, and the high amounts of cost being incurred, have altogether
necessitated the cost optimization in the water distribution networks. In this
study, cost optimization using the Artificial Bee Colony (ABC) optimization
method, which is a novel method, was performed on Alperovits and Shamir
network, Hanoi city water distribution network as well as New York city water
distribution network as a rehabilitation practice, which were previously used
by numerous researchers, and the results were evaluated.

Keywords

artificial bee colony algorithm, Hanoi network, alperovits and shamir network, Newyork city network, water distribution system

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