Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach

The study demonstrates the implementation of Jaya Algorithm (JA) to optimize the Irrigation Pipe Distribution Network (IPDN) for the networks of the Kanhan Branch of Pench project, Maharashtra, India. In the present work, two case studies with their networks of two different sizes are designed using...

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Autores principales:	Preeti Walmik Gajghate, Ashwini B. Mirajkar
Formato:	article
Lenguaje:	EN
Publicado:	IWA Publishing 2021
Materias:	irrigation pipe distribution networks jaya algorithm linear programming optimization sensitivity analysis Water supply for domestic and industrial purposes TD201-500 River, lake, and water-supply engineering (General) TC401-506
Acceso en línea:	https://doaj.org/article/42fab4696fe24972b4b96c4c68dfb14c
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spelling	oai:doaj.org-article:42fab4696fe24972b4b96c4c68dfb14c2021-11-23T18:56:09ZIrrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach1606-97491607-079810.2166/ws.2021.122https://doaj.org/article/42fab4696fe24972b4b96c4c68dfb14c2021-11-01T00:00:00Zhttp://ws.iwaponline.com/content/21/7/3570https://doaj.org/toc/1606-9749https://doaj.org/toc/1607-0798The study demonstrates the implementation of Jaya Algorithm (JA) to optimize the Irrigation Pipe Distribution Network (IPDN) for the networks of the Kanhan Branch of Pench project, Maharashtra, India. In the present work, two case studies with their networks of two different sizes are designed using the Critical Path Method (CPM). The pipe diameters thus obtained in CPM are optimized using two optimization techniques, viz. linear programming (LP) and recently developed Jaya Algorithm (JA). JA is a relatively new optimization technique requiring minimum input parameters and are selected based on sensitivity analysis. The comparison of the results using LP and JA exhibits significant reduction in cost of IPDN using newly developed JA. The scope of reduction in the total cost using JA increases with increase in the network area. HIGHLIGHTS Implementation of Jaya Algorithm (JA) for optimization of IPDN.; Comparison of JA with classic LP, a globally accepted optimization technique.; Input parameter selection for the JA is obtained using sensitivity analysis.; Significant cost reduction observed for the irrigation network using JA.; JA for pipe size optimization of large IPDN could significantly reduce the pipe cost, reducing the total project cost.;Preeti Walmik GajghateAshwini B. MirajkarIWA Publishingarticleirrigation pipe distribution networksjaya algorithmlinear programmingoptimizationsensitivity analysisWater supply for domestic and industrial purposesTD201-500River, lake, and water-supply engineering (General)TC401-506ENWater Supply, Vol 21, Iss 7, Pp 3570-3583 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	irrigation pipe distribution networks jaya algorithm linear programming optimization sensitivity analysis Water supply for domestic and industrial purposes TD201-500 River, lake, and water-supply engineering (General) TC401-506
spellingShingle	irrigation pipe distribution networks jaya algorithm linear programming optimization sensitivity analysis Water supply for domestic and industrial purposes TD201-500 River, lake, and water-supply engineering (General) TC401-506 Preeti Walmik Gajghate Ashwini B. Mirajkar Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach
description	The study demonstrates the implementation of Jaya Algorithm (JA) to optimize the Irrigation Pipe Distribution Network (IPDN) for the networks of the Kanhan Branch of Pench project, Maharashtra, India. In the present work, two case studies with their networks of two different sizes are designed using the Critical Path Method (CPM). The pipe diameters thus obtained in CPM are optimized using two optimization techniques, viz. linear programming (LP) and recently developed Jaya Algorithm (JA). JA is a relatively new optimization technique requiring minimum input parameters and are selected based on sensitivity analysis. The comparison of the results using LP and JA exhibits significant reduction in cost of IPDN using newly developed JA. The scope of reduction in the total cost using JA increases with increase in the network area. HIGHLIGHTS Implementation of Jaya Algorithm (JA) for optimization of IPDN.; Comparison of JA with classic LP, a globally accepted optimization technique.; Input parameter selection for the JA is obtained using sensitivity analysis.; Significant cost reduction observed for the irrigation network using JA.; JA for pipe size optimization of large IPDN could significantly reduce the pipe cost, reducing the total project cost.;
format	article
author	Preeti Walmik Gajghate Ashwini B. Mirajkar
author_facet	Preeti Walmik Gajghate Ashwini B. Mirajkar
author_sort	Preeti Walmik Gajghate
title	Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach
title_short	Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach
title_full	Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach
title_fullStr	Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach
title_full_unstemmed	Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach
title_sort	irrigation pipe distribution network optimization with jaya algorithm: a hybrid approach
publisher	IWA Publishing
publishDate	2021
url	https://doaj.org/article/42fab4696fe24972b4b96c4c68dfb14c
work_keys_str_mv	AT preetiwalmikgajghate irrigationpipedistributionnetworkoptimizationwithjayaalgorithmahybridapproach AT ashwinibmirajkar irrigationpipedistributionnetworkoptimizationwithjayaalgorithmahybridapproach
_version_	1718416150076850176

Irrigation pipe distribution network optimization with Jaya Algorithm: a hybrid approach

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