Title of article :
Optimization of water distribution networks using developed binary genetic algorithm and hydraulic model software
Author/Authors :
Heydari, Setareh Department of Water Engineering - Faculty of Agriculture - Ilam University, Ilam, Iran , Mamizadeh, Jafar Department of Water Engineering - Faculty of Agriculture - Ilam University, Ilam, Iran , Sarvarian, Javad Department of Water Engineering - Faculty of Agriculture - Ilam University, Ilam, Iran , Ahmadi, Goodarz Department of Mechanical and Aeronautical Engineering - Faculty of Engineering - Clarkson University, Potsdam, USA
Abstract :
The optimal design of urban water distribution networks is a significant issue that
has been of critical interest in the water industry for many years. The optimal
design of the distribution network aims to find the best solution for transferring
water from the reservoir to consumers at the lowest cost. In this study,
optimization of the water distribution network (ZONE 1 of Ilam city, Iran) was
performed using the fast messy genetic algorithms (FMGA) tool in the hydraulic
model for three different pipe networks. Also, these networks were optimized by
using a combination of EPANET and an in-house developed binary genetic
algorithm in MATLAB. The costs of the optimized hydraulic networks of
polyethylene and polypropylene pipes were lower, respectively, by 20.56 % and
52.94 % compared to the consulting company's original designs, while for the
glass fiber reinforced plastic pipe (GRP) pipe network the cost increased by 12.61
%. Also, the results of a developed algorithm for polyethylene pipe decreased by
22.13 %.
Keywords :
Genetic algorithm , Optimization , Water distribution network , Hydraulic model , MATLAB
Journal title :
Journal of Applied Research in Water and Wastewater (JARWW)