Model predictive control and its application in agriculture: A review

Y Ding, L Wang, Y Li, D Li - Computers and Electronics in Agriculture, 2018 - Elsevier
Agriculture plays a decisive role in the survival of humankind. The efficient and precise
regulation of agriculture will ensure the welfare of people throughout the world. However …

[HTML][HTML] Data-driven model predictive control for precision irrigation management

E Bwambale, FK Abagale, GK Anornu - Smart Agricultural Technology, 2023 - Elsevier
The future of agriculture faces a threat from a changing climate and a rapidly growing
population. This has put enormous pressure on water and land resources as more food is …

[HTML][HTML] Model predictive control of water resources systems: A review and research agenda

A Castelletti, A Ficchì, A Cominola, P Segovia… - Annual Reviews in …, 2023 - Elsevier
Abstract Model Predictive Control (MPC) has recently gained increasing interest in the
adaptive management of water resources systems due to its capability of incorporating …

Constrained model predictive control algorithm for cascaded irrigation canals

Z Zheng, Z Wang, J Zhao, H Zheng - Journal of irrigation and …, 2019 - ascelibrary.org
Agricultural irrigation accounts for the largest proportion of freshwater use worldwide, and
canal automation potentially improves conveyance efficiency in irrigation canal systems. In …

An adaptive predictive control algorithm for comprehensive dendritic canal systems

J Liu, Z Wang, Z Yang, T Zhang - Journal of Irrigation and Drainage …, 2023 - ascelibrary.org
Automatic canal control is essential to improve water utilization efficiency in irrigation
districts. Water level error in the model used by the control algorithm significantly impacts …

[HTML][HTML] Distributed model predictive control based on the alternating direction method of multipliers for branching open canal irrigation systems

Z Zhu, G Guan, K Wang - Agricultural Water Management, 2023 - Elsevier
Most studies of open canal automation concentrated on the control of single canal pool or
cascaded multiple canal pools, neglecting the hydraulic coupling effects between the main …

[HTML][HTML] The potential of a coordinated system of gates for flood irrigation management in paddy rice farm

G Zoffoli, F Gangi, G Ferretti, D Masseroni - Agricultural Water Management, 2023 - Elsevier
Rice is one of the most important staple foods in the world. In Europe, Italy is the main
producer of rice, with almost all production concentrated in the northeast of the country …

Nonlinear optimal control of cascaded irrigation canals with conservation law PDEs

N Zeng, L Cen, Y Xie, S Zhang - Control Engineering Practice, 2020 - Elsevier
This paper considers an optimal control problem for cascaded irrigation canals. The aim of
the optimal control is to guarantee both the minimum water levels for irrigation demands and …

Towards a modelling, optimization and predictive control framework for smart irrigation

E Bwambale, FK Abagale, GK Anornu - Heliyon, 2024 - cell.com
Smart irrigation scheduling is a promising approach for improving the efficiency and
sustainability of agricultural water use, especially in arid and semi-arid lands. In this paper …

Delivery-oriented hierarchical predictive control of an irrigation canal: Event-driven versus time-driven approaches

A Sadowska, B De Schutter… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper, we present the concept of a hierarchical predictive controller used for irrigation
canals. The motivation behind this paper is the need in the field of irrigation to deliver water …