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mpcrl-greenhouse
Software underlying publication: Reinforcement learning-based model predictive control for greenhouse climate control
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contributors
Description
This data contains source code for reproducing all experiments and results in the publication. This research proposed an integrated control method for greenhouse climate control using model predictive control and reinforcement learning. The data consists of python files that are used to run the control simulations and generate time series data of a simulated greenhouse.
License
- CC-BY-4.0
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Mentions
- 1.Author(s): Juan Bonastre-Egea, Andrés Bueno-Crespo, Virginia C. Sánchez, José Cecilia, Juan Morales-GarcíaPublished in 202610.2139/ssrn.6158808
- 2.Author(s): K. P. Mayuri, Sheela KathavatePublished in 202610.48084/etasr.15707
- 3.Author(s): Guodong Chen, Fengqi YouPublished in 202610.1016/j.apenergy.2026.127437
- 4.Author(s): Bart van Laatum, Salim Msaad, Eldert J. van Henten, Robert D. Mcallister, Sjoerd BoersmaPublished in 202610.1016/j.conengprac.2026.106787
- 5.Author(s): Zihong Wang, Peichen Huang, Xiao Wu, Jie LiuPublished in 202510.1016/j.atech.2025.101373
- 6.Author(s): Jingxin Yu, Xiaoming Wei, Muhammad Abdul Munnaf, Lushun Ma, Shuyi Peng, Congcong SunPublished in 202510.1016/j.atech.2025.101498
- 7.Author(s): Salim Msaad, Murray Harraway, Robert D. McAllisterPublished in 202510.1016/j.ifacol.2025.11.829
- 8.Author(s): Yen Chun Lee, Chao-We Hsu, Chu-Hui LeePublished in 202510.2478/amns-2025-1106
- 9.Author(s): Bart van Laatum, Salim Msaad, Eldert van Henten, Robert D. McAllister, Sjoerd BoersmaPublished in 202510.2139/ssrn.5396503
- 10.Author(s): Hung Linh Le, Van-Tung BuiPublished in 202510.3390/app15147988
- 11.Author(s): Woo-Joo Choi, Myongkyoon YangPublished in 202510.3390/agriculture15232461
- 12.Author(s): Junseo Lee, Seongil Im, Jae-Seung Jeong, Taek Sung Lee, Soo Hyun Park, Changhwan Shin, Hyunsu Ju, Hyung-Jun KimPublished in 202510.1016/j.compag.2025.110335
- 13.Author(s): Sofia Polymeni, Dimitrios N. Skoutas, Georgios Kormentzas, Charalabos SkianisPublished in 202510.3390/info16090797
- 14.Author(s): Ramesh Kestur, Sirigiri Sai Keerthan, Sougandh Krishna K.S, Vishnutha Sheela, Mahidhar Bobbala, Phani Pavan K, Madhav Rao, Pavan PatilPublished in 202510.1109/isie62713.2025.11124615
Contributors
FA
Filippo Airaldi
SM
Sam Mallick
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