Incorporating artificial intelligence technology in smart greenhouses: Current State of the Art

C Maraveas - Applied Sciences, 2022 - mdpi.com
This article presents the current state-of-the-art research on applying artificial intelligence
(AI) technology in smart greenhouses to optimize crop yields, water, and fertilizer use …

Advances in Solutions to Improve the Energy Performance of Agricultural Greenhouses: A Comprehensive Review.

RP Castro, P Dinho da Silva… - Applied Sciences (2076 …, 2024 - search.ebscohost.com
The increasing global population and the challenges faced by the food production sector,
including urbanization, reduction of arable land, and climatic extremes, necessitate …

Intelligent control and energy optimization in controlled environment agriculture via nonlinear model predictive control of semi-closed greenhouse

WH Chen, NS Mattson, F You - Applied Energy, 2022 - Elsevier
Greenhouse climate is a highly complex system that contains nonlinearity and
dependencies between each system state. This paper proposes a novel nonlinear model …

[HTML][HTML] Best combinations of energy-efficiency measures in greenhouses considering energy consumption, yield, and costs: Comparison between two cold climate …

MP Trépanier, L Gosselin, BN Jørgensen - Applied Energy, 2025 - Elsevier
Greenhouse agriculture is enjoying a surge in popularity to increase food security and use
resources efficiently. Less known is that greenhouses consume enormous amounts of …

Model predictive control versus traditional relay control in a high energy efficiency greenhouse

C Bersani, M Fossa, A Priarone, R Sacile, E Zero - Energies, 2021 - mdpi.com
The sustainable agriculture cultivation in greenhouses is constantly evolving thanks to new
technologies and methodologies able to improve the crop yield and to solve the common …

[HTML][HTML] Simulating the impact of climate change on energy consumption and yield in Canadian greenhouse horticulture

MP Trépanier, PO Schwarz, L Gosselin - Sustainable Futures, 2024 - Elsevier
Greenhouse horticulture is a very energy-intensive industry in cold regions such as Canada
due to heating and lighting needs. It is still largely unknown how climate change will impact …

[HTML][HTML] Heating greenhouses by light: a novel concept for intensive greenhouse production

D Katzin, LFM Marcelis, EJ van Henten… - Biosystems …, 2023 - Elsevier
Highlights•A novel approach for greenhouse climate control, using only lamps and no
boiler.•Model simulations uncover the attributes required to make such systems …

Monitoring system for the management of the common agricultural policy using machine learning and remote sensing

FJ López-Andreu, JA López-Morales, M Erena… - Electronics, 2022 - mdpi.com
The European Commission promotes new technologies and data generated by the
Copernicus Programme. These technologies are intended to improve the management of …

[HTML][HTML] Latitude-dependent implications of lighting regimes on lettuce physiology and resource utilisation in decoupled aquaponics systems

S Pinho, L Cammarisano, H Monsees… - Environmental and …, 2024 - Elsevier
Aquaponics, a circular agri-aquaculture system, offers the potential to enhance food
production resilience across diverse environmental contexts. Plant physiological processes …

[HTML][HTML] Energy Saving Technologies and Practices in Facility Agriculture in Cold Regions

N Li, W Xu, Y Zhang, W Ma, Y Ren - Agronomy, 2025 - mdpi.com
With the growth of the global population, energy demand continues to rise, making cross-
regional energy transportation less viable as a sustainable solution. As a result, the …