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A control method for agricultural greenhouses heating based on computational fluid dynamics and energy prediction model

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  1. Zhao, Chun-Jiang & Han, Jia-Wei & Yang, Xin-Ting & Qian, Jian-Ping & Fan, Bei-Lei, 2016. "A review of computational fluid dynamics for forced-air cooling process," Applied Energy, Elsevier, vol. 168(C), pages 314-331.
  2. Marucci, Alvaro & Cappuccini, Andrea, 2016. "Dynamic photovoltaic greenhouse: Energy efficiency in clear sky conditions," Applied Energy, Elsevier, vol. 170(C), pages 362-376.
  3. Gloria Alexandra Ortiz Rocha & Maria Angelica Pichimata & Edwin Villagran, 2021. "Research on the Microclimate of Protected Agriculture Structures Using Numerical Simulation Tools: A Technical and Bibliometric Analysis as a Contribution to the Sustainability of Under-Cover Cropping," Sustainability, MDPI, vol. 13(18), pages 1-40, September.
  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. Achour, Yasmine & Ouammi, Ahmed & Zejli, Driss, 2021. "Technological progresses in modern sustainable greenhouses cultivation as the path towards precision agriculture," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
  6. Ben Ali, Rim & Bouadila, Salwa & Mami, Abdelkader, 2020. "Experimental validation of the dynamic thermal behavior of two types of agricultural greenhouses in the Mediterranean context," Renewable Energy, Elsevier, vol. 147(P1), pages 118-129.
  7. Xiong, Yuanhong & Su, Yuanping, 2025. "Hybrid modeling approaches for accurate greenhouse climate prediction: Combining mechanistic models and LSTM neural networks," Ecological Modelling, Elsevier, vol. 503(C).
  8. Hassanien, Reda Hassanien Emam & Li, Ming & Dong Lin, Wei, 2016. "Advanced applications of solar energy in agricultural greenhouses," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 989-1001.
  9. Chen, Wei-Han & You, Fengqi, 2025. "Energy optimization of bitcoin mining integrated greenhouse with model predictive control," Applied Energy, Elsevier, vol. 395(C).
  10. Chang, Hsuan & Hsu, Jian-An & Chang, Cheng-Liang & Ho, Chii-Dong & Cheng, Tung-Wen, 2017. "Simulation study of transfer characteristics for spacer-filled membrane distillation desalination modules," Applied Energy, Elsevier, vol. 185(P2), pages 2045-2057.
  11. Chen, Wei-Han & Mattson, Neil S. & You, Fengqi, 2022. "Intelligent control and energy optimization in controlled environment agriculture via nonlinear model predictive control of semi-closed greenhouse," Applied Energy, Elsevier, vol. 320(C).
  12. 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).
  13. María S. Fernández-García & Pablo Vidal-López & Desirée Rodríguez-Robles & José R. Villar-García & Rafael Agujetas, 2020. "Numerical Simulation of Multi-Span Greenhouse Structures," Agriculture, MDPI, vol. 10(11), pages 1-31, October.
  14. Xiaoxing Weng & Dapeng Tan & Gang Wang & Changqing Chen & Lianyou Zheng & Mingan Yuan & Duojiao Li & Bin Chen & Li Jiang & Xinrong Hu, 2023. "CFD Simulation and Optimization of the Leaf Collecting Mechanism for the Riding-Type Tea Plucking Machine," Agriculture, MDPI, vol. 13(5), pages 1-21, April.
  15. Liu, Xingan & Wu, Xiaoyang & Xia, Tianyang & Fan, Zilong & Shi, Wenbin & Li, Yiming & Li, Tianlai, 2022. "New insights of designing thermal insulation and heat storage of Chinese solar greenhouse in high latitudes and cold regions," Energy, Elsevier, vol. 242(C).
  16. Parajuli, Samvid & Narayan Bhattarai, Tek & Gorjian, Shiva & Vithanage, Meththika & Raj Paudel, Shukra, 2023. "Assessment of potential renewable energy alternatives for a typical greenhouse aquaponics in Himalayan Region of Nepal," Applied Energy, Elsevier, vol. 344(C).
  17. Md Nafiul Islam & Md Zafar Iqbal & Mohammod Ali & Md Ashrafuzzaman Gulandaz & Md Shaha Nur Kabir & Seung-Ho Jang & Sun-Ok Chung, 2023. "Evaluation of a 0.7 kW Suspension-Type Dehumidifier Module in a Closed Chamber and in a Small Greenhouse," Sustainability, MDPI, vol. 15(6), pages 1-17, March.
  18. Jiaming Guo & Yanhua Liu & Enli Lü, 2019. "Numerical Simulation of Temperature Decrease in Greenhouses with Summer Water-Sprinkling Roof," Energies, MDPI, vol. 12(12), pages 1-15, June.
  19. Khan, Zaid Ashiq & Koondhar, Mansoor Ahmed & Tiantong, Ma & Khan, Aftab & Nurgazina, Zhanar & Tianjun, Liu & Fengwang, Ma, 2022. "Do chemical fertilizers, area under greenhouses, and renewable energies drive agricultural economic growth owing the targets of carbon neutrality in China?," Energy Economics, Elsevier, vol. 115(C).
  20. Shin, Hyun Ho & Han, Changho & Heo, Yeonsook & Lee, Hoseong & Kim, Yongchan, 2025. "Optimal partial-load operation strategies of surface water-source centrifugal heat pumps with thermal energy storage for large buildings," Applied Energy, Elsevier, vol. 388(C).
  21. Xinzhong Wang & Weiquan Fang & Zhongfeng Zhao, 2023. "Establishment of a Model and System for Secondary Fertilization of Nutrient Solution and Residual Liquid," Sustainability, MDPI, vol. 15(3), pages 1-14, January.
  22. Iddio, E. & Wang, L. & Thomas, Y. & McMorrow, G. & Denzer, A., 2020. "Energy efficient operation and modeling for greenhouses: A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
  23. Cossu, Marco & Yano, Akira & Li, Zhi & Onoe, Mahiro & Nakamura, Hidetoshi & Matsumoto, Toshinori & Nakata, Josuke, 2016. "Advances on the semi-transparent modules based on micro solar cells: First integration in a greenhouse system," Applied Energy, Elsevier, vol. 162(C), pages 1042-1051.
  24. Dapeng Tan & Libin Zhang & Qinglin Ai, 2019. "An embedded self-adapting network service framework for networked manufacturing system," Journal of Intelligent Manufacturing, Springer, vol. 30(2), pages 539-556, February.
  25. Uk-Hyeon Yeo & Sang-Yeon Lee & Se-Jun Park & Jun-Gyu Kim & Young-Bae Choi & Rack-Woo Kim & Jong Hwa Shin & In-Bok Lee, 2022. "Rooftop Greenhouse: (1) Design and Validation of a BES Model for a Plastic-Covered Greenhouse Considering the Tomato Crop Model and Natural Ventilation Characteristics," Agriculture, MDPI, vol. 12(7), pages 1-25, June.
  26. Chiara Bersani & Ahmed Ouammi & Roberto Sacile & Enrico Zero, 2020. "Model Predictive Control of Smart Greenhouses as the Path towards Near Zero Energy Consumption," Energies, MDPI, vol. 13(14), pages 1-17, July.
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