Renewable energy-powered semi-closed greenhouse for sustainable crop production using model predictive control and machine learning for energy management

G Hu, F You - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Renewable energy consumption in agriculture is ascending, catering to the food needs of
the rising population and protecting the environment. Maximizing renewable energy usage …

Internet of things empowered smart greenhouse farming

R Rayhana, G **ao, Z Liu - IEEE journal of radio frequency …, 2020 - ieeexplore.ieee.org
The rapid change of climate, population explosion, and reduction of arable lands are calling
for new approaches to ensure sustainable agriculture and food supply for the future …

Advances in greenhouse automation and controlled environment agriculture: A transition to plant factories and urban agriculture

R Shamshiri, F Kalantari, KC Ting, KR Thorp… - International Journal of …, 2018 - ijabe.net
Greenhouse cultivation has evolved from simple covered rows of open-fields crops to highly
sophisticated controlled environment agriculture (CEA) facilities that projected the image of …

The development of AgriVerse: Past, present, and future

M Kang, X Wang, H Wang, J Hua… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
Agricultural metaverse (AgriVerse) aims to optimize the production chain by saving costs,
increasing efficiencies, and breaking information silos, in order to achieve sustainable …

Deep learning based prediction on greenhouse crop yield combined TCN and RNN

L Gong, M Yu, S Jiang, V Cutsuridis, S Pearson - Sensors, 2021 - mdpi.com
Currently, greenhouses are widely applied for plant growth, and environmental parameters
can also be controlled in the modern greenhouse to guarantee the maximum crop yield. In …

[ΒΙΒΛΙΟ][B] Greenhouse tomato fruit quality

M Dorais, AP Papadopoulos, A Gosselin - 2002 - books.google.com
B. Effect of Temperature C. Effect of VPD D. Effect of CO₂ Enrichment V. CULTURAL
PRACTICES AFFECTING FRUIT QUALITY A. Hydroponics and Growing Media B. System …

Advances of Computational Fluid Dynamics (CFD) applications in agricultural building modelling: Research, applications and challenges

PE Bournet, F Rojano - Computers and Electronics in Agriculture, 2022 - Elsevier
Abstract Computational Fluid Dynamics (CFD) approach is a versatile technique being
applied to multiple areas of knowledge. CFD approach has contributed to comprehensively …

Plant growth modelling and applications: the increasing importance of plant architecture in growth models

T Fourcaud, X Zhang, A Stokes, H Lambers… - Annals of …, 2008 - academic.oup.com
Background Modelling plant growth allows us to test hypotheses and carry out virtual
experiments concerning plant growth processes that could otherwise take years in field …

Artificial intelligence approaches to predict growth, harvest day, and quality of lettuce (Lactuca sativa L.) in a IoT-enabled greenhouse system

CL Chang, SC Chung, WL Fu, CC Huang - Biosystems Engineering, 2021 - Elsevier
Highlights•Collect data during commercial production of greenhouse lettuce based on
IoT.•Use artificial intelligence approach to predict growth parameters in real …

[ΒΙΒΛΙΟ][B] Optimal control of greenhouse cultivation

G Van Straten, G van Willigenburg, E van Henten… - 2010 - books.google.com
A reference on the development and state-of-the-art in optimal greenhouse control, this book
focuses on model-based methods to achieve the best economic result. The authors discuss …