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生态无人农场模式探索及发展展望 被引量:30

Exploration and development prospect of eco-unmanned farm modes
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摘要 中国的农业生产建立在过量农药化肥投入的基础上,导致农田生态环境失衡,不利于农业的可持续发展,同时,农业劳动力短缺问题日益凸显,寻求一种生态化、高效化、智慧化的农业模式势在必行。基于多年的实践与探索,该文作者团队在山东淄博落地建成了中国首个生态无人农场,提出了“生态无人农场”的模式与发展理念。文章总结出农药、化肥和土壤耕作制度对农田生态系统造成的不利影响最为明显,提出通过一系列无人化作业手段与模式对农田生态系统进行生态化管理与改造,来实现农业生产的可持续发展。在此基础上,通过天空地一体化农情信息获取、地空一体化无人机群协同作业以及构建能够完全自主决策的智慧云大脑的技术集成创新模式,来实现农田信息的自动采集和处理、科学决策以及无人农机的远程控制等功能。文章对生态无人农场关键技术与模式进行了总结论述,提出了生态无人农场模式的实施内涵,以期为未来农业、智慧农业的发展以及推进农业农村现代化高质量发展提供借鉴。 Agricultural production is always built on the basis of excessive pesticide and chemical fertilizer input in China,which leads to the imbalance of farmland ecological environment and is not conducive to the sustainable development of agriculture.Meanwhile,the shortage of agricultural population is becoming increasingly prominent,so it is imperative to seek an ecological,efficient and intelligent agricultural modes.Based on years of practice and exploration,the author's team built China's first eco-unmanned farm in Zibo,Shandong Province,and put forward the mode and development concept of"eco-unmanned farm".This article concluded that pesticides,fertilizers and soil farming methods have caused the most serious adverse effects on farmland ecosystems.To solve these problems,a series of unmanned operation methods and modes were used to carry out ecological management and transformation of the farmland ecosystem to realize the sustainable development of agricultural production.After that,functions of the automatic collection and processing of farmland information,scientific decision-making and remote control of unmanned agricultural machines were realized through the integration of air and ground agricultural information acquisition,ground-air integrated unmanned agricultural machinery cooperative operation,and the construction of a smart cloud brain capable of fully autonomous decision-making.Eco-unmanned farms cover two parts:ecological management and unmanned operations.The connotation of ecological management includes precise spraying of pesticides and fertilizers,ecological fertile soil and the construction of circular ecosystems.The connotation of unmanned operation includes intelligent perception of farm information,accurate analysis of big data,scientific decision-making with artificial intelligence,positioning and navigation of satellite systems,and collaborative operations between agricultural machinery.The eco-unmanned farm mode implements ecological management of farmland through unmanned operation methods,thereby organically combining ecological agriculture with unmanned farms.Traditional ecological agriculture cannot meet the development needs of modern high-efficiency agriculture.Therefore,unmanned operation methods for ecological management were applied to reduce the use of pesticides and fertilizers,and finally achieved a relatively ecological state.Precision spraying refers to spraying on-demand using unmanned ground and aerial precision spraying technology and equipment based on the spraying prescription map generated based on farmland crop information.The construction of a material-recycling farmland ecosystem is to recycle agricultural wastes such as straws through planting,breeding and farming,as well as increasing biodiversity.Ecological fertile soil refers to the use of ecological mechanization technology and methods to simplify farming,improve the ecological environment and soil structure,scientifically treat and efficiently use straw in the field,and reduce the use of pesticides and fertilizers.The unmanned farm is the ultimate form of“Replacing Humans with Machines”.It has three basic elements:perception,decision-making and execution,which corresponds to the human nervous system.The Internet of Things replaces human perception organs;big data and artificial intelligence form a smart cloud brain,replaces the human brain;unmanned agricultural equipment replaces manned agricultural machinery that requires human limbs to participate in execution.The smart cloud brain is the most important"organ"of the unmanned farm and the development degree of the smart cloud brain determines the degree of the unmanned farm's intelligence.The eco-unmanned farm mode has application scenarios such as smart field,smart orchard,smart greenhouse,smart fishery,and smart pasture.However,its core idea is always the deep integration of ecological development concepts with intelligent equipment and information technology.The technical mode of eco-unmanned farm needs to be equipped with corresponding support systems according to local conditions in different application scenarios.The article summarized the key technologies and modes of eco-unmanned farms,and proposed the implementation connotation of the eco-unmanned farm mode,in order to provide valuable information for the development of future agriculture,smart agriculture,and the promotion of high-quality development of agricultural and rural modernization.
作者 兰玉彬 赵德楠 张彦斐 朱俊科 Lan Yubin;Zhao Denan;Zhang Yanfei;Zhu Junke(School of Agricultural Engineering and Food Science,Shandong University of Technology,Zibo 255000,China;Research Institute of Ecological Unmanned Farm,Shandong University of Technology,Zibo 255000,China;Shandong Provincial Collaborative Innovation Center of Dry-farming Intelligent Agricultural Equipment,Zibo 255000,China;Shandong Provincial Engineering Technology Research Center for Agricultural Aviation Intelligent Equipment,Zibo 255000,China;China-UK Intelligent Agriculture Joint Research Center,Zibo 255000,China)
出处 《农业工程学报》 EI CAS CSCD 北大核心 2021年第9期312-327,共16页 Transactions of the Chinese Society of Agricultural Engineering
基金 山东省引进顶尖人才“一事一议”专项(鲁政办字[2018]27号) 淄博市生态无人农场研究院项目(2019ZBXC200)。
关键词 物联网 人工智能 无人驾驶 生态农业 无人农场 智慧农业 大数据 农业模式 Internet of Things artificial intelligence unmanned driving ecological agriculture unmanned farm smart agriculture big data agricultural mode
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