Optimal control applied to an irrigation planning problem: A real case study in Portugal

被引：0

作者：

Lopes S.O. ^{[1
]}

Pereira R.M.S. ^{[1
]}

Pereira P.A. ^{[1
]}

Caldeira A.C. ^{[2
]}

Fonte V.F. ^{[3
]}

机构：

[1] Department of Mathematics and Applications and CMAT, University of Minho, Braga

[2] SYSTEC/ISR-Porto and LEMA, Instituto Politecnico Do Porto, Porto

[3] Department of Informatics and HASLAB, University of Minho, Braga

来源：

International Journal of Hydrology Science and Technology | 2019年 / 9卷 / 02期

关键词：

irrigation systems; optimal control; Portugal; real data; water resources;

D O I：

10.1504/IJHST.2019.10009095

中图分类号：

学科分类号：

摘要：

In this paper, a daily plan model to the irrigation of a crop field using optimal control was developed. This daily plan model have in consideration: weather data (temperatures, rainfall, wind speed), the type of crop, the location, humidity in the soil at the initial time, the type of soil and the type of irrigation. The aim is to minimise the water used in the irrigation systems ensuring that the field crop is kept in a good state of preservation. MATLAB was used to develop our mathematical model and obtain its output. Its results were compared with experimental ones obtained from a real farm field of grass in Portugal. This comparison not only allowed us to validate our model, but also allowed us to conclude that, using optimal control considerable savings in water resources, while keeping the crop safe are obtained. Some real test cases were simulated and the comparison between the optimised water to be used by the irrigation system (calculated by software) and the real amount of water used in irrigation site (on-off control system for irrigation) produced water savings above 10%. © 2019 Inderscience Enterprises Ltd.

引用

页码：173 / 188

页数：15

共 50 条

[21] Προγραμματισμός Άρδ ευσης σε Πραγματικό Χ ρόνο με τη Μεθοδολογία του Βέλτιστου ΕλέγχουReal-time irrigation scheduling using an optimal control methodology
Άγγελος Πρωτοπαπάς
Operational Research, 2002, 2 (3) : 419 - 429
[22] AN OPTIMAL-CONTROL METHOD FOR REAL-TIME IRRIGATION SCHEDULING
PROTOPAPAS, AL
GEORGAKAKOS, AP
WATER RESOURCES RESEARCH, 1990, 26 (04) : 647 - 669
[23] A pointwise projected gradient method applied to an optimal control problem
Pulova, N. V.
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 226 (02) : 331 - 335
[24] Direct optimization methods applied to a nonlinear optimal control problem
Goto, N
Kawable, H
MATHEMATICS AND COMPUTERS IN SIMULATION, 2000, 51 (06) : 557 - 577
[25] OPTIMAL-CONTROL THEORY APPLIED TO A PROBABILISTIC INTERCEPT PROBLEM
TUTEUR, FB
TYLER, JS
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1964, AC 9 (04) : 498 - &
[26] Optimal Plantwide Process Control Applied to the Tennessee Eastman Problem
Jha, Antonio
Okorafor, Ogbonnaya C.
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2014, 53 (02) : 738 - 751
[27] Analytical Study for Different Extremal State Solutions of an Irrigation Optimal Control Problem with Field Capacity Modes
Lemos-Paião A.P.
Lopes S.O.
de Pinho M.R.
International Journal of Applied and Computational Mathematics, 2022, 8 (2)
[28] OPTIMAL THEORY APPLIED TO A TRAFFIC CONTROL STUDY
SHEARER, JL
ETZWEILE.GA
REID, KN
CONTROL, 1967, 11 (104): : 87 - +
[29] The consistency problem in optimal control:: The degenerate case
Cortés, J
Martínez, S
REPORTS ON MATHEMATICAL PHYSICS, 2003, 51 (2-3) : 171 - 186
[30] REGIONAL PLANNING IN PORTUGAL: THE LISBON METROPOLITAN AREA CASE STUDY
Arango Florentino, Rui Filipe
CIUDADES-REVISTA DEL INSTITUTO UNIVERSITARIO DE URBANISTICA DE LA UNIVERSIDAD DE VALLADOLID, 2012, 15 : 133 - 149

← 1 2 3 4 5 →