Title

Optimization model the pipe diameter in the drinking water distribution network using multi-objective genetic algorithm

Journal title

Journal of Water and Land Development

Yearbook

2021

Issue

No 48

Authors

Sulianto ; Setiono, Ernawan ; Yasa, I Wayan

Affiliation

Sulianto : University of Muhammadiyah Malang, Faculty of Engineering, Jl. Raya Tlogomas No. 246, 65114, Malang, Indonesia ; Setiono, Ernawan : University of Muhammadiyah Malang, Faculty of Engineering, Jl. Raya Tlogomas No. 246, 65114, Malang, Indonesia ; Yasa, I Wayan : Mataram University, Faculty of Engineering, Mataram, Indonesia

Keywords

diameter ; genetic algorithm ; network ; Newton–Raphson method ; optimum ; pipe

Divisions of PAS

Nauki Biologiczne i Rolnicze

Coverage

55-64

Publisher

Polish Academy of Sciences; Institute of Technology and Life Sciences - National Research Institute

Bibliography

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AFSHAR M.H. 2006. Application of ant algorithm to pipe network optimization. Iranian Journal of Science & Technology. Transaction B, Engineering. Vol. 31. No. B5 p. 487–500.
AKLOG D., HOSOI Y. 2017. All-in-one model for designing optimal water distribution pipe networks. Journal of Engineering Drinking Water Engineering and Science. DOI 10.5194/dwes-10-33-2017.
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BELLO A.D., WAHEED A., ALAYANDE, JOHNSON A.O., ISMAIL A, LAWAN U.F. 2015. Optimization of the designed water distribution system using MATLAB. International Journal of Hydraulic Engineering. Vol. 4(2) p. 37–44. DOI 10.5923/j.ijhe. 20150402.03.
GOLDBERG D.E. 1989. Genetic algorithms in search, optimization & machine learning. Addison-Wesley Publishing Co., Reading. ISBN 0201157675 pp. 432.
KADU M.S., GUPTA R., BHAVE P.R. 2008. Optimal design of water networks using a Modified Genetic Algorithm with reduction in search space. Journal of Water Resources Planning and Management. Vol. 134(2) p. 147–159.
KUMAR D., SUDHEER C.H., MATHUR S., ADAMOWSKI J. 2015. Multi-objective optimization of in-situ bioremediation of groundwater using a hybrid metaheuristic technique based on differential evolution, genetic algorithms and simulated annealing. Journal of Water and Land Development. No. 27 p. 29–40. DOI 10.1515/jwld-2015-0022.
MEMON K.K., NARUKLAR S.N. 2016. Review of pipe sizing optimization by Genetic Algorithm. IJIRST – International Journal for Innovative Research in Science & Technology. Vol. 3. Iss. 06 p. 138–141.
MOOSAVIAN N., JAEFARZADEH R. 2014. Hydraulic analysis of water supply networks using a modified Hardy Cross method. International Journal of Engineering, Transactions B: Applications. Vol. 27. No. 9 p. 1331–1338. DOI 10.5829/idosi. ije.2014.27.09c.02.
MTOLERA I., HAIBIN L., YE L., FENG S.B., XUE D., YI M. 2014. Optimization of tree pipe networks layout and size using Particle Swam Optimization. WSEAS Transactions on Computers. Vol. 13 p. 219–230.
PRICE W.L. 1983. Global optimization by controlled random search. Journal of Optimization Theory & Applications. Vol. 40 p. 333–348. DOI 10.1007/BF00933504.
RAJABPOUR R., TALEBBEYDOKHTI N. 2014. Simultaneous layout and pipe size optimization of pressurized irrigation networks. Basic Research Journal of Agricultural Science and Review. Vol. 3(12) p. 131–145.
SALEH C., SULIANTO 2011. Optimization diameter of pipe at fresh water network system. Journal of Academic Research International. Vol. 01. Iss. 02. No. 2 p. 103–109.
SÂRBU I. 2010. Optimization of water distribution networks. Proceeding of the Romanian Academy. Ser. A. Vol. 11. No. 4 p. 330–339.
SÂRBU I. 2011. Nodal analysis models of looped water distribution networks. ARPN Journal of Engineering and Applied Sciences. Vol. 6. No. 8 p. 115–125.
SHIVATAVA M., PRASAD V., KHARE R. 2015. Multi-objective optimization of water distribution system using particle swarm optimization. IOSR Journal of Mechanical and Civil Engineering (IOSR-JMCE). Vol. 12. Iss. 6. Ver. I p. 21–28.
SOETOPO W., SUHARDJONO, ANDAWAYANTI U., SAYEKTI R.W., ISMOYO J. 2018. The comparison study for the models of reservoir release rule for irrigation. Case study: Sutami reservoir. Journal of Water and Land Development. No. 36 p. 153–160. DOI 10.2478/jwld-2018-0015.
SOLOMATINE D.P. 1998. Genetic and other global optimization algorithms – compareson and use in calibration problems. Proc. 3rd Intern. Conference on Hydroinformatics Copenhagen, August 1998. Balkema, Rotterdam p. 1021–1028.
SOMAIDA M., ELZAHAR M., SHARAAN M. 2011. A suggestion of optimization process for water pipe networks design. International Conference on Environment and BioScience IPCBEE. Vol. 21 p. 68–73.
SULIANTO 2015a. Programasi linier untuk pencarian diameter pipa optimal pada sistem jaringan pipa distribusi air bersih [Linear programming for search optimum diameter pipe in network pipe open in water supply system]. Journal of Media Teknik Sipil. Vol. 13. No. 1 p. 91–98.
SULIANTO 2015b. Pencarian diameter optimum pada sistim jaringan pipa terbuka dengan algoritma genetik. Di: Prosiding Seminar Nasional Teknik Sipil [The search optimum diameter on open network pipe system using GA. In: Proceeding National Conference Civil Engineering]. Program Studi Pasca Sarjana Teknik Sipil dan Perencanaan XI 2015 p. 191–204.
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Date

2021.02.19

Type

Article

Identifier

DOI: 10.24425/jwld.2021.136146

Source

Journal of Water and Land Development; 2021; No 48; 55-64

Aims and scope

Journal of Water and Land Development - is a peer reviewed research journal published in English. Journal has been published continually since 1998. From 2013, the journal is published quarterly in the spring, summer, autumn, and winter. In 2011 and 2012 the journal was published twice a year, and between 1998 and 2010 it was published as a yearbook. Papers may report the results of experiments, theoretical analyses, design of machines and mechanization systems, processes or processing methods, new materials, new measurements methods or new ideas in information technology.


The Journal of Water and Land Development is the quarterly journal devoted to the publication of papers dealing with the following subjects:
- development of water resources in small river basins: assessment of surface and ground water resources, drought and floods, the methods of assessment of man activity influence on water resources;
- sustainable development of agricultural landscape: farm arrangement, wetlands protection, the role of forest and grassland;
- protection of water resources quality: non-point contamination from agriculture, villages and farms, methods of surface and ground water pro-tection;
- irrigation and drainage: management, maintenance and operation, water use, water-crop relations, the influence of drainage and irrigation on environment;
- hydraulic structures for water management in small basins, earth structures, river conservation, etc.

Editorial Board

Editorial Board:

Jan Franklin ADAMOWSKI – McGill University, Quebec, Canada

Tariq AFTAB – Aligarh Muslim University, Alīgarh, India 0000-0002-5927-719X

Suleyman I. ALLAKHVERDIEV – Azerbaijan State University, Baku, Azerbaijan

Ozan ARTUN – Çukurova University, Adana, Turkey 0000-0002-6122-2729

Habib R. ATHAR – Institute of Pure and Applied Biology, Zakariya University, Multan, Pakistan 0000-0002-8733-3865

Atilgan ATILGAN – Alanya Alaaddin Keykubat University, Alanya, Turkey

Okke BATELAAN – Flinders University, Adelaide, Australia 0000-0003-1443-6385

Marian BRESTIC – Slovak University of Agriculture, Nitra, Slovakia

Filippo BUSSOTTI – University of Firenze, Firenze, Italy

Shiguo CHEN – Nanjing Agricultural University, Nanjing, China

Ralf DANNOWSKI – Leibniz-Zentrumfür Agrarlandschaftsforschung, Brandenburg, Germany 0000-0002-9331-672X

Nabil ELSHERY–Tanta University, Tanta, Egypt 0000-0001-9542-1913

Domenica FARCI – Università degli studi di Cagliari, Cagliari, Italy

GOVINDJEE – University of Illinois at Urbana-Champaign, Urbana, USA 0000-0003-3774-0638

Francisco GUERRERO – Universidad de Jaén, Jaén, Spain

Salim HEDDAM – Université 20 août 1955-Skikda, Skikda, Algeria 0000-0002-8055-8463

Tomasz HORACZEK – Institute of Technology and Life Sciences, Falenty, Poland 0000-0001-5534-7544

Miroslava KAČÁNIOVÁ – Slovak University of Agriculture, Nitra, Slovakia

Jan KAZAK – Wroclaw University of Environmental and Life Sciences, Poland

Sungwon KIM – Dongyang University, Yeongju, Republic of Korea 0000-0002-9371-8884

Ozgur KISI – University of Applied Sciences, Lübeck, Germany 0000-0001-7847-5872

Peter KOVALENKO – Institute of Water Problems and Melioration of the National Academy of Agrarian Sciences, Ukraine

Nour-Eddine LAFTOUHI – Cadi Ayyad University, Marrakesh, Morocco

Ramin LOTFI – Dryland Agricultural Research Institute, AREEO, Maragheh, Iran

Grażyna MASTALERCZUK – Warsaw University of Life Sciences – SGGW, Warsaw, Poland

Maria MRÓWCZYŃSKA – University of Zielona Góra, Poland 0000-0002-4762-3999

Samar OMAR – Tanta University, Tanta, Egypt

Dario PIANO – Università degli studi di Cagliari, Cagliari, Italy

Karol PLESIŃSKI – Agricultural University in Cracow, Cracow, Poland

Majeti Narasimha Vara PRASAD – University of Hyderabad, Hyderabad, India

Mahendra RAI – SGB Amravati University, Maharashtra, India

Marcin RAPACZ – University of Agriculture, Cracow, Poland

Manzer H. SIDDIQUI – King Saud University, Riyadh, Saudi Arabia

Edyta SIERKA – University of Silesia, Katowice, Poland

Ewa SOBIESZCZUK-NOWICKA – Adam Mickiewicz University in Poznań, Poznań, Poland 0000-0002-6603-0582

Kazimierz STRZAŁKA – Jagiellonian University, Cracow, Poland

Wayan SUPARTA – Institute Technology National Yogyakarta, Yogyakarta, Indonesia

Sawsan TAWKAZ – Consultative Group on International Agricultural Research, Montpellier, France

Adam TAŃSKI – West Pomeranian University of Technology, Szczecin, Poland

Renata TOBIASZ-SALACH – Rzeszow University, Rzeszow, Poland

Katarzyna TURNAU – Jagiellonian University, Cracow, Poland

Martin J. WASSEN – Utrecht University, Utrecht, Netherlands

Marek ZIVCAK – Slovak University of Agriculture, Nitra, Slovak Republic

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