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Application of simulated annealing (SA) techniques for optimal water distribution in irrigation canals
Author(s) -
Monem Mohammad Javad,
Namdarian Reza
Publication year - 2005
Publication title -
irrigation and drainage
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.421
H-Index - 38
eISSN - 1531-0361
pISSN - 1531-0353
DOI - 10.1002/ird.199
Subject(s) - irrigation , simulated annealing , computer science , schedule , water resources , operations research , mathematical optimization , engineering , mathematics , algorithm , ecology , biology , operating system
One of the contributing factors to the poor performance of irrigation systems is improper water distribution. Traditionally, in irrigation canals water distribution schedules are determined based on descriptive methods. Application of optimization methods could improve performance of water delivery. In a case study, a single‐objective zero–one programming method was used to develop an optimal water delivery schedule. Considering several objectives of irrigation systems and the difficulties of zero–one programming, a multi‐objective simulated annealing optimization technique is utilized. Based on water requirements at delivery points, the developed model determines time and rate of water delivery. The canal capacity and operational stages are minimized and water requirements are satisfied as closely as possible. In order to test the applicability of the proposed model, the model is applied on the Feng‐Jia‐Shan Canal in China and compared with the results of Wang. The results show that the multi‐objective optimization approach resulted in lower operational stages, while the canal capacity is reduced to the same level as Wang's study. The model is applied on the AMX canal of the Varamin irrigation network in Tehran, Iran. The model benefits from the advantages of SA techniques and could take into account several objectives and avoid the difficulties of zero–one programming. This model could be used as an efficient tool for planning water delivery schedules in irrigation canals. Copyright © 2005 John Wiley & Sons, Ltd.