Research on the new operation mode of digital twin farm system

Wenxian Zhang; Peizhen Zhu; Juntong Wang; Hao Liang; Jiaqi Cheng; Jiajun Shi; Yumeng Wu; Yingbo Xu; Huafeng Chen; Shijie Liu; Shengliang Peng

doi:10.1117/12.2658662

18 October 2022 Research on the new operation mode of digital twin farm system

Wenxian Zhang, Peizhen Zhu, Juntong Wang, Hao Liang, Jiaqi Cheng, Jiajun Shi, Yumeng Wu, Yingbo Xu, Huafeng Chen, Shijie Liu, Shengliang Peng

Author Affiliations +

Proceedings Volume 12349, International Conference on Agri-Photonics and Smart Agricultural Sensing Technologies (ICASAST 2022); 1234917 (2022) https://doi.org/10.1117/12.2658662
Event: International Conference on Agri-Photonics and Smart Agricultural Sensing Technologies (ICASAST 2022), 2022, Zhengzhou, China

Abstract

Nowadays, China's agricultural development has entered a new stage of transformation from traditional agriculture to highstandard farmland construction. The development of intelligent, high-standard and water-saving agriculture has become the development direction of modern agriculture. However, although my country’s agricultural sector has achieved a certain degree of mechanization, there are still pain points that are not water-saving, unintelligent, and non-interactive. It is urgent to strengthen the promotion and application of today’s advanced technologies in the agricultural field to achieve refined agricultural production management. To achieve the purpose of rational use of agricultural resources, reducing production costs, improving the ecological environment, and improving the quality and quality of agricultural products. Taking wheat planting as an example, this article focuses on the construction of digital twin farms. First, establish a health monitoring infnsor networks to collect farmland information and facilities operation. The rapid identification of the water; combined with meteorological and soil moisture data, the use of deep learning algorithms to build an information processing system based on multi-source data fusion, build a wheat digital twin information model, and carry out irrigation risk prediction; finally apply irrigation strategies on the wheat entity, The information model of wheat and the physical model are interacted, and the purpose of intelligent water-saving irrigation can be realized through multi-mode irrigation and fertilization control.

Citation Download Citation

Wenxian Zhang, Peizhen Zhu, Juntong Wang, Hao Liang, Jiaqi Cheng, Jiajun Shi, Yumeng Wu, Yingbo Xu, Huafeng Chen, Shijie Liu, and Shengliang Peng "Research on the new operation mode of digital twin farm system", Proc. SPIE 12349, International Conference on Agri-Photonics and Smart Agricultural Sensing Technologies (ICASAST 2022), 1234917 (18 October 2022); https://doi.org/10.1117/12.2658662

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KEYWORDS

Data modeling

Agriculture

Information fusion

Data processing

Sensors

Systems modeling

Control systems

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