Relevant units:
To support the practical implementation of new quality productive forces in the agricultural machinery industry, promote the application and adoption of products, scenarios, and models related to "AI + Agricultural Machinery and Agronomy Integration" across the entire industry, provide a set of reference cases for the industry, and advance the circulation of high-quality technology, applicable products, and advanced paradigms in agricultural machinery, the China Agricultural Machinery Circulation Association, the China Agricultural Mechanization Association, and the China Agricultural Machinery Industry Association jointly organized the "AI + Agricultural Machinery and Agronomy Integration" collection series.
This collection activity received active responses from research institutes, universities, manufacturing enterprises, distribution enterprises, agricultural service organizations, and agricultural production and operation entities across the industry. During the review process, the associations adhered to common principles such as "applying AI technology, forming a combination of agricultural machinery and digital agronomy, serving the effectiveness of farming operations, and taking economic viability into account." Through independent application, preliminary material review, re-review, and expert final review, a total of 48 results were ultimately selected, covering eight categories: complete sets of applicable products, complete sets of experimental products, smart agriculture management platforms, regional digital agricultural service cases, digital agricultural services empowering agricultural machinery sales, pilot maturation scenarios, green and efficient planting cases, and recommended readings and materials.
The collection results are hereby announced, with details in the appendix. It is hoped that the applying units among the results announced this time will further improve the quality and application effectiveness of "AI + Agricultural Machinery and Agronomy Integration" products, scenarios, cases, and readings. At the same time, agricultural extension units are welcome to demonstrate and apply the results of this "AI + Agricultural Machinery and Agronomy Integration" collection series through exhibitions, demonstrations, training, and matchmaking.
Going forward, the associations will use the "AI + Agricultural Machinery and Agronomy Integration" pilot maturation public service platform as a carrier to continue organizing coordinated interaction among all entities in the industry, including research and development, manufacturing, circulation, extension, and use, and to cultivate and promote more high-quality cases.
China Agricultural Machinery Circulation Association, China Agricultural Mechanization Association, China Agricultural Machinery Industry Association
October 20, 2026
Appendix: "AI + Agricultural Machinery and Agronomy Integration" Collection Results
I. Complete Sets of Applicable Products
1. Multifunctional field power robot — Juewu Technology (Shenzhen) Co., Ltd.
2. ARA620 AI-driven ultra-precision sprayer — Huigeng Intelligent Agricultural Machinery Equipment (Anhui) Co., Ltd.
3. Intelligent weeding operation equipment for field crop seedling stage — Shenzhen Weier Technology Co., Ltd.
4. Agricultural spraying robot — Jiangsu Lanjiang Intelligent Technology Co., Ltd.
5. Intelligent spray control device — Changzhou Huaiyu Electronics Co., Ltd.
6. Intelligent agricultural machinery product combination for the full rice-wheat rotation cycle — Jiangsu Beidou Agricultural Machinery Technology Co., Ltd.
7. Intelligent blended fertilizer production equipment based on the nutrient expert system — Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences; Shandong Academy of Agricultural Sciences; Qinhuangdao Sannong Modern Mechanical Equipment Co., Ltd.
II. Complete Sets of Experimental Products
1. VTM-09B cotton intelligent topping equipment — Shenzhen Weier Technology Co., Ltd.
2. Asparagus high-speed harvesting robot — Nanjing Institute of Agricultural Mechanization, Ministry of Agriculture and Rural Affairs
3. Multi-terrain mango picking robot with intelligent recognition of suitable fruit for picking — Ningbo Lunshang Robotics Co., Ltd.
4. HARVEDEX M130 series mowing robot — Changzhou Guoteng Machinery Technology Co., Ltd.
5. Crop precision target spraying control device — College of Biological and Agricultural Engineering, Jilin University
6. Tissue culture seedling transplanting robot — Zhejiang Academy of Agricultural Sciences
7. Large-model-driven air-ground collaborative crop condition monitoring, diagnosis system and equipment — College of Engineering, China Agricultural University
8. Orchard autonomous flexible flower thinning robot — Institute of Agricultural Facilities and Equipment, Jiangsu Academy of Agricultural Sciences
9. Electric three-legged seeding robot — Nanjing Institute of Agricultural Mechanization, Ministry of Agriculture and Rural Affairs
10. 4-6 row intelligent seed corn detasseling machine — Jiuquan Okay Seed Machinery Co., Ltd.
11. Intelligent laser weeding robot — Jilin University
12. Intelligent weeding machine for shrub clearing in mountainous orchards — Chongqing University of Arts and Sciences
13. Variable irrigation complete equipment and system — Tianjin Wodaer Smart Technology Co., Ltd.
14. AI intelligent collection and verification terminal device for dead livestock and poultry — Jiangsu Zhiwei Automation Equipment Co., Ltd.
15. Multifunctional intelligent operation boat for pond aquaculture — Jiangsu Sanshisan Smart Agriculture Co., Ltd.
16. Film-mulching seeding robot achieving high-quality sowing on hilly terrain through intelligent path planning and operation speed adjustment — Sorghum Research Institute, Shanxi Agricultural University
17. Intelligent crawler hole seeder — Sichuan Academy of Agricultural Machinery Sciences
18. Target spraying weeding robot — Hefei Duojia Agricultural Technology Co., Ltd.
19. Variable spraying plant protection robot — Hefei Duojia Agricultural Technology Co., Ltd.
20. Soil high-throughput detection robot and field smart fertilization system — Hefei Zhongke Jifeng Smart Agriculture Technology Co., Ltd.
III. Smart Agriculture Management Platforms
1. Smart agriculture platform based on spatiotemporal sequence learning and multi-agent systems — Renmin University of China
2. AI-driven software-hardware collaborative smart planting decision system — Beijing Aikenong Technology Co., Ltd.
3. Plant-by-Plant™ AI+Portal intelligent precision plant protection system — Huigeng Intelligent Agricultural Machinery Equipment (Anhui) Co., Ltd.
4. Smart management platform for the entire cotton planting process — Shihezi University; Xinjiang Yunchou Information Technology Co., Ltd.; Xinjiang Huier Zhilian Technology Co., Ltd.
5. Scheduling management platform for multifunctional intelligent operation boats in pond aquaculture — Jiangsu Sanshisan Smart Agriculture Co., Ltd.
6. "Tian Xiaoyun" staple crop planting management intelligent agent — Shanghai Chunyun Zhinong Technology Co., Ltd.
7. Beidou smart farm management system — Jiangsu Beidou Agricultural Machinery Technology Co., Ltd.
8. Huaiyu PW-KZ1 intelligent spray control software — Changzhou Huaiyu Electronics Co., Ltd.
IV. Regional Digital Agricultural Service Cases
1. "AI + Agricultural Machinery and Agronomy Integration" empowering stable quality and increased yield of Shulan high-quality rice — Jilin Heyuan Su Agricultural Development Service Co., Ltd.
2. Exploration case of county-level agricultural socialized services organized by the smart agriculture management platform in Jiangle County, Fujian — Zhongke Taida (Zhejiang) Information Technology Co., Ltd.
V. Digital Agricultural Services Empowering Agricultural Machinery Sales
1. Application case of "intelligent equipment + digital platform + agricultural machinery socialized services" in Huangling County smart orchard — Shaanxi Shangyida IoT Technology Co., Ltd.
2. Exploration case of county-level agricultural machinery dealers transforming to comprehensive agricultural services relying on digital agricultural service platforms — Changxing Convenient Agricultural Machinery Co., Ltd.
VI. Pilot Maturation Scenarios
1. "AI + Agricultural Machinery and Agronomy Integration" pilot and maturation mechanism supporting the Ministry of Agriculture and Rural Affairs demonstration base in promoting new technologies and new models in counties — Neihuang County Agricultural Machinery Development Center; Furang (Henan) New Agriculture Technology Co., Ltd.
2. "AI + Agricultural Machinery and Agronomy Integration" pilot verification and development of a digital rice planting guide for specific varieties in Yifeng County — Yifeng County Tongda Agricultural Machinery Farmers Professional Cooperative
3. Qingfeng Science and Technology Backyard wheat-corn annual "AI + Machinery and Agronomy Integration" pilot verification base — Qingfeng County Huinong Agricultural Machinery Farmers Professional Cooperative (Henan Province Qingfeng Science and Technology Backyard)
4. Hilly and mountainous smart farm - Jiangxiaobai Future Farm — Chongqing University of Arts and Sciences
VII. Green and Efficient Planting Cases
Application of the green ton-and-a-half grain technology system for winter wheat-summer corn under drip irrigation and flood irrigation conditions in low- and medium-yield fields in Hebei — College of Resources and Environmental Sciences, China Agricultural University
VIII. Recommended Readings and Materials
1. Smart Agriculture "101 Plan" series textbooks — College of Plant Science and Technology, Huazhong Agricultural University
2. "Smart Agriculture Industry Observation 2026" series research materials — Beijing Fengrun Shengjing Technology Co., Ltd.
3. "Illustrated Guide to Agricultural Machinery Selection and Operation with 55 Questions," "Research on Key Technologies of Visual Systems for Greenhouse Mobile Robots," "Plant Protection Drone Application Technology" — China Agriculture Press
4. "Agriculture Has Wisdom — From Relying on Heaven for Food to Technology Taking Charge" — Agricultural Information Institute, Chinese Academy of Agricultural Sciences
Appendix Download 1: Notice on Announcing the Results of the AI + Agricultural Machinery and Agronomy Integration Collection Series
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