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Optimal control of greenhouse climate using minimal energy and grower defined bounds

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  1. Blaud, Pierre Clement & Haurant, Pierrick & Chevrel, Philippe & Claveau, Fabien & Mouraud, Anthony, 2023. "Multi-flow optimization of a greenhouse system: A hierarchical control approach," Applied Energy, Elsevier, vol. 351(C).
  2. Tahery, Danial & Roshandel, Ramin & Avami, Akram, 2021. "An integrated dynamic model for evaluating the influence of ground to air heat transfer system on heating, cooling and CO2 supply in Greenhouses: Considering crop transpiration," Renewable Energy, Elsevier, vol. 173(C), pages 42-56.
  3. Wenfei Guan & Wenzhong Guo & Fan Chen & Xiaobei Han & Haiguang Wang & Weituo Sun & Qian Zhao & Dongdong Jia & Xiaoming Wei & Qingzhen Zhu, 2024. "Multi-Span Greenhouse Energy Saving by External Insulation: System Design and Implementation," Agriculture, MDPI, vol. 14(2), pages 1-15, February.
  4. Kim, Jinsung & You, Fengqi, 2025. "Energy-efficient greenhouse climate control using Gaussian process-based stochastic model predictive control," Applied Energy, Elsevier, vol. 391(C).
  5. Lin, Dong & Dong, Yun & Ren, Zhiling & Zhang, Lijun & Fan, Yuling, 2024. "Hierarchical optimization for the energy management of a greenhouse integrated with grid-tied photovoltaic–battery systems," Applied Energy, Elsevier, vol. 374(C).
  6. Lin, Dong & Zhang, Lijun & Xia, Xiaohua, 2021. "Model predictive control of a Venlo-type greenhouse system considering electrical energy, water and carbon dioxide consumption," Applied Energy, Elsevier, vol. 298(C).
  7. Drottberger, Annie & Zhang, Yizhi & Yong, Jean Wan Hong & Dubois, Marie-Claude, 2023. "Urban farming with rooftop greenhouses: A systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
  8. Liu, Yi & Xu, Xiao & Xu, Lixiong & Liu, Youbo & Liu, Junyong & Hu, Weihao & Yang, Nan & Jawad, Shafqat & Luo, Yichen, 2025. "Multi-timescale collaborative operation of renewable energy-based power system and Agri-product supply chain considering dynamic energy consumption-based crop growth," Applied Energy, Elsevier, vol. 377(PA).
  9. Hu, Guoqing & You, Fengqi, 2023. "An AI framework integrating physics-informed neural network with predictive control for energy-efficient food production in the built environment," Applied Energy, Elsevier, vol. 348(C).
  10. Mohammadi, Mohammad & Noorollahi, Younes & Mohammadi-ivatloo, Behnam & Hosseinzadeh, Mehdi & Yousefi, Hossein & Khorasani, Sasan Torabzadeh, 2018. "Optimal management of energy hubs and smart energy hubs – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 33-50.
  11. Theodora Karanisa & Yasmine Achour & Ahmed Ouammi & Sami Sayadi, 2022. "Smart greenhouses as the path towards precision agriculture in the food-energy and water nexus: case study of Qatar," Environment Systems and Decisions, Springer, vol. 42(4), pages 521-546, December.
  12. Kangji Li & Wenping Xue & Hanping Mao & Xu Chen & Hui Jiang & Gang Tan, 2019. "Optimizing the 3D Distributed Climate inside Greenhouses Using Multi-Objective Optimization Algorithms and Computer Fluid Dynamics," Energies, MDPI, vol. 12(15), pages 1-19, July.
  13. Ajagekar, Akshay & Decardi-Nelson, Benjamin & You, Fengqi, 2024. "Energy management for demand response in networked greenhouses with multi-agent deep reinforcement learning," Applied Energy, Elsevier, vol. 355(C).
  14. Dafni Despoina Avgoustaki & George Xydis, 2020. "Plant factories in the water-food-energy Nexus era: a systematic bibliographical review," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(2), pages 253-268, April.
  15. Ouammi, Ahmed, 2021. "Model predictive control for optimal energy management of connected cluster of microgrids with net zero energy multi-greenhouses," Energy, Elsevier, vol. 234(C).
  16. Nadal, Ana & Llorach-Massana, Pere & Cuerva, Eva & López-Capel, Elisa & Montero, Juan Ignacio & Josa, Alejandro & Rieradevall, Joan & Royapoor, Mohammad, 2017. "Building-integrated rooftop greenhouses: An energy and environmental assessment in the mediterranean context," Applied Energy, Elsevier, vol. 187(C), pages 338-351.
  17. Germán Díaz-Flórez & Jorge Mendiola-Santibañez & Luis Solís-Sánchez & Domingo Gómez-Meléndez & Ivan Terol-Villalobos & Hector Gutiérrez-Bañuelos & Ma. Araiza-Esquivel & Gustavo Espinoza-García & Juan , 2019. "Modeling and Simulation of Temperature and Relative Humidity Inside a Growth Chamber," Energies, MDPI, vol. 12(21), pages 1-22, October.
  18. Sun, Weituo & Wei, Xiaoming & Zhou, Baochang & Lu, Chungui & Guo, Wenzhong, 2022. "Greenhouse heating by energy transfer between greenhouses: System design and implementation," Applied Energy, Elsevier, vol. 325(C).
  19. Muñoz-Liesa, Joan & Royapoor, Mohammad & López-Capel, Elisa & Cuerva, Eva & Rufí-Salís, Martí & Gassó-Domingo, Santiago & Josa, Alejandro, 2020. "Quantifying energy symbiosis of building-integrated agriculture in a mediterranean rooftop greenhouse," Renewable Energy, Elsevier, vol. 156(C), pages 696-709.
  20. Katzin, David & van Henten, Eldert J. & van Mourik, Simon, 2022. "Process-based greenhouse climate models: Genealogy, current status, and future directions," Agricultural Systems, Elsevier, vol. 198(C).
  21. Zhang, Guanshan & Ding, Xiaoming & Li, Tianhua & Pu, Wenyang & Lou, Wei & Hou, Jialin, 2020. "Dynamic energy balance model of a glass greenhouse: An experimental validation and solar energy analysis," Energy, Elsevier, vol. 198(C).
  22. Shaival Nagarsheth & Kodjo Agbossou & Nilson Henao & Mathieu Bendouma, 2025. "The Advancements in Agricultural Greenhouse Technologies: An Energy Management Perspective," Sustainability, MDPI, vol. 17(8), pages 1-30, April.
  23. Katzin, David & Marcelis, Leo F.M. & van Mourik, Simon, 2021. "Energy savings in greenhouses by transition from high-pressure sodium to LED lighting," Applied Energy, Elsevier, vol. 281(C).
  24. Costantino, Andrea & Comba, Lorenzo & Sicardi, Giacomo & Bariani, Mauro & Fabrizio, Enrico, 2021. "Energy performance and climate control in mechanically ventilated greenhouses: A dynamic modelling-based assessment and investigation," Applied Energy, Elsevier, vol. 288(C).
  25. Golzar, Farzin & Heeren, Niko & Hellweg, Stefanie & Roshandel, Ramin, 2018. "A novel integrated framework to evaluate greenhouse energy demand and crop yield production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 487-501.
  26. Yuanping Su & Lihong Xu, 2025. "Global Optimization and Control of Greenhouse Climate Setpoints for Energy Saving and Crop Yield Increase," Agriculture, MDPI, vol. 15(9), pages 1-30, April.
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