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 …

Distributed model predictive control: An overview and roadmap of future research opportunities

RR Negenborn, JM Maestre - IEEE Control Systems Magazine, 2014 - ieeexplore.ieee.org
Model-predictive control (MPC) is an optimization-based control technique that uses 1) a
mathematical model of a system to predict the system's behavior over a given horizon, 2) an …

[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 …

[HTML][HTML] A survey on clustering methods for distributed and networked control systems

P Chanfreut, JM Maestre, EF Camacho - Annual Reviews in Control, 2021 - Elsevier
Clustering strategies are becoming increasingly relevant to boost the scalability of
distributed control methods by focusing the cooperation efforts on highly coupled agents …

Coalitional control: Cooperative game theory and control

F Fele, JM Maestre, EF Camacho - IEEE Control Systems …, 2017 - ieeexplore.ieee.org
The evolution of information and communication technologies has yielded the means of
sharing measurements and other information in an efficient and flexible way [1], which has …

Modeling and control in open-channel irrigation systems: A review

G Conde, N Quijano, C Ocampo-Martinez - Annual Reviews in Control, 2021 - Elsevier
Water is the most important element of food production, and the easiest and most cost-
efficient way to transport it is through open-channel irrigation systems (OCIS). These types of …

A light clustering model predictive control approach to maximize thermal power in solar parabolic-trough plants

E Masero, JRD Frejo, JM Maestre, EF Camacho - Solar Energy, 2021 - Elsevier
This article shows how coalitional model predictive control (MPC) can be used to maximize
thermal power of large-scale solar parabolic-trough plants. This strategy dynamically …

Develo** an integrated risk management framework for agricultural water conveyance and distribution systems within fuzzy decision making approaches

M Orojloo, SMH Shahdany, A Roozbahani - Science of the Total …, 2018 - Elsevier
Irrigation canal networks, as the primary agricultural water conveyance and delivery
systems, are exposed to a variety of hazards affecting the water distribution processes. This …

Reducing losses in earthen agricultural water conveyance and distribution systems by employing automatic control systems

S Barkhordari, SMH Shahadany, S Taghvaeian… - … and Electronics in …, 2020 - Elsevier
Losses in agricultural water conveyance and distribution systems are caused by two main
reasons: seepage and improper operation of canal structures. This study examined the …