Model Identification and Control of Evapotranspiration for Irrigation Water Optimization  

作　　者：Wafa Difallah Fateh Bounaama Belkacem Draoui Khelifa Benahmed Abdelkader Laaboudi 

机构地区：[1]Department of Exact Sciences,Normal Higher School of Bechar,08000,Algeria [2]Laboratory of Energetic in Arid Zones,Faculty of Technology,Tahri Mohammed University of Bechar,08000,Algeria [3]Department of Mathematics and Computer Science,Faculty of Exact Sciences,Tahri Mohammed University of Bechar,08000,Algeria [4]Algerian Institute for Research in Agronomy,Experimental Station of Adrar,01000,Algeria

出　　处：《Computers, Materials & Continua》2022年第1期1749-1767,共19页计算机、材料和连续体（英文）

摘　　要：Water conservation starts from rationalizing irrigation,as it is the largest consumer of this vital source.Following the critical and urgent nature of this issue,several works have been proposed.The idea of most researchers is to develop irrigation management systems tomeet the water needs of plants with optimal use of this resource.In fact,irrigation water requirement is only the amount of water that must be applied to compensate the evapotranspiration loss.Penman-Monteith equation is the most common formula to evaluate reference evapotranspiration,but it requiresmany factors that cannot be available in many cases.This leads to a trend towards behavior model estimation.System identification with control is one of the most promising applications in this axis.The idea behind this proposal depends on three stages:First,the estimation of reference evapotranspiration(ET0)by a linear ARX model,where temperature,relative humidity,insolation duration and wind speed are used as inputs,and ET0 estimated by Penman-Monteith equation as output.The results show that the values estimated by thismethodwere in good agreement with the measured data.The second part of this paper is tomanage the quantity of water.For this purpose,two controllers are used for testing,lead-lag and PID.To adjust the first controller and optimize the choice of its parameters,Nelder-Mead algorithm is used.In the last part,a comparative study is done between the two used controllers.

关 键 词：EVAPOTRANSPIRATION WATER IDENTIFICATION OPTIMIZATION IRRIGATION CONTROL 

分 类 号：TP391.41[自动化与计算机技术—计算机应用技术]