CN112136423A - Multifunctional agricultural robot - Google Patents
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01C—PLANTING; SOWING; FERTILISING
- A01C15/00—Fertiliser distributors
- A01C15/12—Fertiliser distributors with movable parts of the receptacle
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- A—HUMAN NECESSITIES
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- A01C23/00—Distributing devices specially adapted for liquid manure or other fertilising liquid, including ammonia, e.g. transport tanks or sprinkling wagons
- A01C23/04—Distributing under pressure; Distributing mud; Adaptation of watering systems for fertilising-liquids
- A01C23/047—Spraying of liquid fertilisers
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- A—HUMAN NECESSITIES
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- A01C—PLANTING; SOWING; FERTILISING
- A01C5/00—Making or covering furrows or holes for sowing, planting or manuring
- A01C5/06—Machines for making or covering drills or furrows for sowing or planting
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- A—HUMAN NECESSITIES
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- A01C—PLANTING; SOWING; FERTILISING
- A01C5/00—Making or covering furrows or holes for sowing, planting or manuring
- A01C5/06—Machines for making or covering drills or furrows for sowing or planting
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- A—HUMAN NECESSITIES
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- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G13/00—Protection of plants
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
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Abstract
本发明提供一种多功能农用机器人,其包括肥、土壤混合搅拌母仓和驱动模块,肥、土壤混合搅拌母仓通过快速锁定装置安装在驱动模块上方;驱动模块为轮式或履带式驱动底盘,肥、土壤混合搅拌母仓包括:旋转挖斗、封闭式土壤上输送带、人体接近安全传感器、激光雷达/RFID/视觉识别系统、肥料仓模块、液态叶面施肥或农药模块、土壤仓模块、肥/土混合搅拌模块、机器人控制中心、土壤下料铺平装置、称重模块和混合肥土下料口。本发明实现开沟挖土、实时养分检测分析、配肥、混肥、施肥、自动回填全流程一次性完成。可在大型机械无法进入的果园、小块土地、茶园、丘陵、山地等不同的地形和土质进行作业。分析速度快,操作简单,不浪费、无污染等诸多优点。
The invention provides a multifunctional agricultural robot, which comprises a fertilizer and soil mixing and stirring mother silo and a driving module. The fertilizer and soil mixing and stirring mother silo is installed above the driving module through a quick locking device; the driving module is a wheel-type or crawler-type driving chassis , Fertilizer and soil mixing and stirring mother bin includes: rotary bucket, closed soil conveyor belt, human body proximity safety sensor, lidar/RFID/visual recognition system, fertilizer bin module, liquid foliar fertilization or pesticide module, soil bin module , fertilizer/soil mixing module, robot control center, soil cutting and leveling device, weighing module and mixed fertilizer cutting port. The invention realizes the whole process of ditching and excavation, real-time nutrient detection and analysis, fertilizer compounding, mixing fertilizer, fertilization and automatic backfilling at one time. It can be operated in different terrains and soils such as orchards, small plots of land, tea gardens, hills, mountains, etc., which are inaccessible to large machines. Fast analysis, simple operation, no waste, no pollution and many other advantages.
Description
技术领域technical field
本发明涉及农用机械领域,尤其是涉及一种多功能农用机器人。The invention relates to the field of agricultural machinery, in particular to a multifunctional agricultural robot.
背景技术Background technique
土壤是一种非常复杂的物质,有机物和无机物共存,固体、液体和气体交织,植物和微生物相互依赖,农作物的生长与土壤中氮、磷、钾、有机质及其他养分息息相关。农作物产量的形成有40%~80%的养分来自土壤,但不能把土壤看作一个取之不尽、用之不竭的“养分库”。为保证土壤有足够的养分供应容量和强度,保持土壤养分的携出与输入间的平衡,必须通过施肥这一措施来实现。依靠施肥,可以把作物吸收的养分“归还”土壤,确保土壤能力。Soil is a very complex substance, organic matter and inorganic matter coexist, solid, liquid and gas are intertwined, plants and microorganisms are interdependent, and the growth of crops is closely related to nitrogen, phosphorus, potassium, organic matter and other nutrients in the soil. For the formation of crop yield, 40% to 80% of the nutrients come from the soil, but the soil cannot be regarded as an inexhaustible "nutrient pool". In order to ensure that the soil has sufficient nutrient supply capacity and intensity, and maintain the balance between the carry-out and input of soil nutrients, it must be achieved through the measure of fertilization. Relying on fertilization, the nutrients absorbed by crops can be "returned" to the soil to ensure soil capacity.
农作物的生长需要从土壤中获取水分和各类营养物质,土壤本身并不总是能为作物提供最好的营养,农民必须定期轮作为作物提供必要的营养,在过去,为收获更多的农作物,农作物施用化肥是常用的手段,而过量施肥又会导致资源浪费以及严重的环境污染,氮、磷、钾等一些化学物质易被土壤固结,使各种盐分在土壤中积累,造成土壤养分失调,造成有害重金属含量和有害病菌量超标,导致土壤性状恶化,农作物体内部分物质转化合成受阻,使农产品品质降低。The growth of crops requires water and various nutrients from the soil. The soil itself does not always provide the best nutrients for the crops. Farmers must regularly rotate crops to provide the necessary nutrients. In the past, to harvest more crops , the application of chemical fertilizers to crops is a commonly used method, and excessive fertilization will lead to waste of resources and serious environmental pollution. Some chemical substances such as nitrogen, phosphorus, and potassium are easily consolidated by the soil, causing various salts to accumulate in the soil, causing soil nutrients. Unbalanced, causing the content of harmful heavy metals and harmful bacteria to exceed the standard, resulting in the deterioration of soil properties, the transformation and synthesis of some substances in crops are blocked, and the quality of agricultural products is reduced.
近年来,随着国家大力发展绿色农业,推广有机肥替代化肥技术,果园的土壤理化性质得到一定程度的改善,但是仍有部分地区果园不重视施用有机肥,土壤出现不同程度的盐渍化现象,板结比较严重,根系生长受限,导致产量以及品质得不到保障,农民收益大幅下降。In recent years, with the country's vigorous development of green agriculture and the promotion of organic fertilizers to replace chemical fertilizers, the physical and chemical properties of orchards have been improved to a certain extent. However, there are still some areas where orchards do not pay attention to the application of organic fertilizers, and soil salinization occurs to varying degrees. , the hardening is more serious, the root growth is limited, resulting in the unguaranteed yield and quality, and the farmers' income has dropped significantly.
一方面农作物根系可以从土壤中吸收水分、矿物质等养分,满足作物生长需求;另一方面还能够贮存营养物质,便于遇到根系无法适应条件时短期维持植株生长。此外,根系所具有的分泌有机酸、合成生长激素、繁殖新植株等功能也影响着植物的生长。但根系这些功能的正常发挥都需要合适的土壤温度、湿度、透气性等做保障,而有机肥的施用能够很好的保持土壤温度、湿度适宜,透气性增加,进而有利于根系这些功能的正常发挥。有机肥的施用不仅仅影响当年植物的产量以及品质,而且还能够改善土壤的理化性质,提高植株的生长势,为植物的正常生长发育营造了优良条件,进而提高植株对恶劣环境的抗性。On the one hand, the root system of crops can absorb nutrients such as water and minerals from the soil to meet the needs of crop growth; on the other hand, it can store nutrients to facilitate short-term plant growth when the root system cannot adapt to conditions. In addition, the functions of the root system to secrete organic acids, synthesize growth hormone, and reproduce new plants also affect the growth of plants. However, the normal performance of these functions of the root system requires appropriate soil temperature, humidity, air permeability, etc., and the application of organic fertilizer can keep the soil temperature and humidity suitable and increase air permeability, which is conducive to the normal function of the root system. play. The application of organic fertilizers not only affects the yield and quality of plants in the current year, but also improves the physical and chemical properties of the soil, improves the growth potential of plants, creates excellent conditions for the normal growth and development of plants, and improves the resistance of plants to harsh environments.
现有技术CN201820913714.5一种农业机械施肥装置的专利,采用四轮拖拉机作为牵引,更适用于大面积农田机械化的施肥,无法在丘陵、山地等运作,且没有肥土混合的工序,可能致使土壤中磷、钾等养分大量集聚,造成土壤养分不平衡、作物烧根等不良后果。Prior art CN201820913714.5 A patent for a fertilizing device for agricultural machinery, which uses a four-wheel tractor as traction, is more suitable for mechanized fertilization of large-scale farmland, cannot operate in hills, mountains, etc., and there is no fertile soil mixing process, which may cause Nutrients such as phosphorus and potassium accumulate in the soil, resulting in unbalanced soil nutrients and root burning of crops.
现有技术CN201820446062.9一种基于图传的郁闭苹果园挖坑施肥机远程监控系统的专利,是通过实时采集挖坑施肥机的数据信息来监控挖坑施肥机的现场工作情况,及时发现挖坑施肥机的故障,通过无线传输实现对挖坑施肥机的数据的远程监测和控制,也做不到开挖、混肥、覆土一次性完成The prior art CN201820446062.9 is a patent for a remote monitoring system for a canopy apple orchard digging and fertilizing machine based on image transmission, which is to monitor the field work situation of the digging and fertilizing machine by collecting the data information of the digging and fertilizing machine in real time, and find out in time For the failure of the digging fertilizer machine, the remote monitoring and control of the data of the digging fertilizer machine can be realized through wireless transmission, and the excavation, fertilization and soil covering cannot be completed at one time.
我国传统的人工施肥方式效率低下,施肥深度较浅,易造成作物根系上浮,使作物的抗旱、抗病能力降低,严重影响作物的产量和果品品质。因此,亟需一种机器设备能替代人工来针对每棵作物精准施肥,来减轻农民的劳动强度,提高农业的生产效率,节约人工和生产成本。The traditional artificial fertilization methods in my country are inefficient and shallow, which can easily cause the root system of crops to float up, reduce the drought resistance and disease resistance of crops, and seriously affect the yield and fruit quality of crops. Therefore, there is an urgent need for a machine and equipment that can replace labor to accurately fertilize each crop, so as to reduce the labor intensity of farmers, improve agricultural production efficiency, and save labor and production costs.
发明内容SUMMARY OF THE INVENTION
为了克服现有技术中存在的缺陷,本发明提供一种多功能农用机器人,将肥料科学、机器学习、物联网、大数据等与农作物成长系统整合起来,根据不同的作物类型,为其定制差异化的施肥方案,实现开沟挖土、实时养分检测分析、配肥、混肥、施肥、自动回填全流程一次性完成。可以实现大型机械无法进入的果园、小块土地、茶园、丘陵、山地等不同的地形和土质进行作业。In order to overcome the defects in the prior art, the present invention provides a multi-functional agricultural robot, which integrates fertilizer science, machine learning, Internet of Things, big data, etc. with the crop growth system, and customizes the differences according to different crop types. It can realize the whole process of ditching and excavation, real-time nutrient detection and analysis, compounding, compounding, fertilizing, and automatic backfilling at one time. It can realize the operation of different terrains and soil qualities such as orchards, small plots of land, tea gardens, hills, mountains, etc. that large-scale machinery cannot enter.
为了实现上述目的,本发明提供了如下技术方案。In order to achieve the above objects, the present invention provides the following technical solutions.
一种多功能农用机器人,其包括:肥、土壤混合搅拌母仓和驱动模块,肥、土壤混合搅拌母仓通过快速锁定装置安装在驱动模块上方;A multifunctional agricultural robot, comprising: a fertilizer and soil mixing and stirring mother silo and a driving module, wherein the fertilizer and soil mixing and stirring mother silo is installed above the driving module through a quick locking device;
所述驱动模块为轮式或履带式驱动底盘,采用汽、柴油机或电池组作为动力源;The drive module is a wheel-type or crawler-type drive chassis, and uses a gasoline engine, a diesel engine or a battery pack as a power source;
所述肥、土壤混合搅拌母仓包括:旋转挖斗、封闭式土壤上输送带、人体接近安全传感器、激光雷达/RFID/视觉识别系统、肥料仓模块、液态叶面施肥或农药模块、土壤仓模块、肥/土混合搅拌模块、机器人控制中心、土壤下料铺平装置、称重模块和混合肥土下料口;The fertilizer and soil mixing and stirring mother silo includes: rotating bucket, closed soil upper conveyor belt, human body proximity safety sensor, lidar/RFID/visual recognition system, fertilizer silo module, liquid foliar fertilization or pesticide module, soil silo Module, fertilizer/soil mixing module, robot control center, soil cutting and leveling device, weighing module and mixed fertilizer cutting port;
所述封闭式土壤上输送带一端与所述肥、土壤混合搅拌母仓的前端连接,所述封闭式土壤上输送带的另一端与所述旋转挖斗连接,所述旋转挖斗设置在所述肥、土壤混合搅拌母仓前端下方,通过电机或机械驱动所述旋转挖斗旋转;One end of the closed soil upper conveyor belt is connected to the front end of the fertilizer and soil mixing and stirring mother silo, and the other end of the closed soil upper conveyor belt is connected to the rotating bucket, and the rotating bucket is arranged at the Below the front end of the fertilizer and soil mixing and stirring mother silo, the rotating bucket is driven to rotate by a motor or a machine;
所述人体接近安全传感器设置在所述肥、土壤混合搅拌母仓的前端,所述激光雷达/RFID/视觉识别系统设置在所述肥、土壤混合搅拌母仓的前端上部,所述人体接近安全传感器和激光雷达/RFID/视觉识别系统共同实现障碍物、目标、位置、维度、速度和朝向的判定,并将相关数据传输到设置在所述肥、土壤混合搅拌母仓后端的机器人控制中心,进行目标物、障碍和路线的规划;The human body proximity safety sensor is arranged at the front end of the fertilizer and soil mixing and stirring mother warehouse, and the lidar/RFID/visual recognition system is arranged at the front end of the fertilizer and soil mixing and stirring mother warehouse, and the human body is close to the safety. The sensor and lidar/RFID/visual recognition system jointly realize the determination of obstacles, targets, positions, dimensions, speeds and orientations, and transmit the relevant data to the robot control center set at the back end of the fertilizer and soil mixing master warehouse, Carry out the planning of objects, obstacles and routes;
所述肥料仓模块设置在所述肥、土壤混合搅拌母仓的前端内部,其下端设置有所述称重模块,其对所述肥料仓模块释放的不同肥料进行称重;The fertilizer silo module is arranged inside the front end of the fertilizer and soil mixing and stirring mother silo, and the weighing module is arranged at the lower end thereof, which weighs different fertilizers released by the fertilizer silo module;
所述液态叶面施肥或农药模块设置在所述肥、土壤混合搅拌母仓的中部,利用喷嘴对叶面施肥或者对所述叶面喷洒农药;The liquid foliar fertilization or pesticide module is arranged in the middle of the fertilizer and soil mixing and stirring mother silo, and the foliar fertilization is fertilized or the pesticide is sprayed on the foliar by using a nozzle;
所述土壤仓模块设置在所述肥、土壤混合搅拌母仓的后部,所述土壤仓模块下端设置有所述土壤下料铺平装置和所述称重模块,所述称重模块对所述土壤仓模块释放的土壤进行称重;The soil bin module is arranged at the rear of the fertilizer and soil mixing and stirring mother bin, and the soil cutting and leveling device and the weighing module are arranged at the lower end of the soil bin module. The soil released by the soil bin module is weighed;
所述肥/土混合搅拌模块设置在所述肥、土壤混合搅拌母仓的底部,对所述肥料和土壤进行混合搅拌;The fertilizer/soil mixing and stirring module is arranged at the bottom of the fertilizer and soil mixing and stirring mother warehouse, and the fertilizer and soil are mixed and stirred;
所述机器人控制中心设置在所述肥、土壤混合搅拌母仓的后端,与所述多功能农用机器人各部件电连接,并对所述机器人进行控制;The robot control center is arranged at the rear end of the fertilizer and soil mixing and stirring mother silo, is electrically connected with each component of the multifunctional agricultural robot, and controls the robot;
所述混合肥土下料口设置在所述肥、土壤混合搅拌母仓的下方。The mixed fertilizer discharge port is arranged below the fertilizer and soil mixing and stirring mother silo.
优选地,所述土壤仓模块下端设置有两个独立的土壤出口;所述肥料仓模块设置有多个,每个所述肥料仓模块下端设置有肥料出口;所述称重模块包含:土壤称重模块和肥料称重模块,所述土壤称重模块设置在所述土壤仓模块的土壤出口下方,所述土壤称重模块下端设置有出口,所述肥料称重模块设置在所述肥料仓模块的肥料出口下方,所述肥料称重模块下端设置有出口。Preferably, the lower end of the soil bin module is provided with two independent soil outlets; the fertilizer bin module is provided with a plurality of, and the lower end of each fertilizer bin module is provided with a fertilizer outlet; the weighing module comprises: a soil scale A weight module and a fertilizer weighing module, the soil weighing module is arranged below the soil outlet of the soil bin module, the lower end of the soil weighing module is provided with an outlet, and the fertilizer weighing module is arranged in the fertilizer bin module Below the fertilizer outlet of the fertilizer weighing module, an outlet is provided at the lower end of the fertilizer weighing module.
优选地,所述密封土壤上输管道连接设置在所述肥、土壤混合搅拌母仓内部的密封土壤水平输送管道的一端,所示密封土壤水平输送管道的另一端延伸到所述土壤仓模块的上方;所述土壤仓模块下端设置的一个土壤出口连接覆盖表土输送管道的一端,所述覆盖表土输送管道的另一端连接所述土壤下料铺平装置。Preferably, the sealed soil upward transportation pipeline is connected to one end of the sealed soil horizontal transportation pipeline arranged inside the fertilizer and soil mixing mother silo, and the other end of the sealed soil horizontal transportation pipeline extends to the end of the soil silo module. Above; a soil outlet set at the lower end of the soil bin module is connected to one end of the covered topsoil conveying pipeline, and the other end of the covered topsoil conveying pipeline is connected to the soil blanking and leveling device.
优选地,所述液态叶面施肥或农药模块包括:喷嘴导轨、液体输送软管和喷嘴,所述喷嘴导轨和液体输送软管穿设所述肥、土壤混合搅拌母仓上表面,所述喷嘴在所述喷嘴导轨的引导下可沿XYZ轴移动的所述喷嘴,所述液体输送软管一端连接所述液态叶面施肥或农药模块,另一端连接所述喷嘴。Preferably, the liquid foliar fertilization or pesticide module includes: a nozzle guide rail, a liquid conveying hose and a nozzle, the nozzle guide rail and the liquid conveying hose pass through the upper surface of the fertilizer and soil mixing and stirring mother silo, and the nozzle The nozzle can move along the XYZ axis under the guidance of the nozzle guide rail, and one end of the liquid delivery hose is connected to the liquid foliar fertilization or pesticide module, and the other end is connected to the nozzle.
优选地,所述土壤仓模块内部顶部设置有红外光谱传感器和光源,所述光源对所述土壤仓模块内部的土壤进行照射,所述红外光谱传感器采集土壤反射的漫反射光,并将采集到的土壤光谱数据传输给所述机器人控制中心。Preferably, an infrared spectrum sensor and a light source are arranged on the top of the soil bin module, the light source illuminates the soil inside the soil bin module, the infrared spectrum sensor collects the diffusely reflected light reflected by the soil, and collects the The soil spectral data is transmitted to the robot control center.
优选地,机器人控制中心设置有通讯设备,可以通过4G和5G方式与云端专家库进行无线通讯。Preferably, the robot control center is provided with a communication device, which can wirelessly communicate with the cloud expert database by means of 4G and 5G.
优选地,一种操作上述多功能农用机器人的操作方法:Preferably, an operation method for operating the above-mentioned multifunctional agricultural robot:
1)根据现场作业需要给所述多功能农用机器人选择驱动模块,并在所述多功能农用机器人的各个肥料仓模块分别添加相应的肥料,在所述液态叶面肥或农药模块中选择添加液态肥或者农药,启动所述多功能农用机器人;1) Select a drive module for the multi-functional agricultural robot according to the needs of field operations, and add corresponding fertilizers to each fertilizer bin module of the multi-functional agricultural robot respectively, and choose to add liquid fertilizer in the liquid foliar fertilizer or pesticide module. fertilizer or pesticide, start the multifunctional agricultural robot;
2)所述旋转挖斗在所述多功能农用机器人前行过程中开挖条状沟渠,将开挖的土壤通过所述密封土壤上输土壤管道及所述密封土壤水平输送管道,将开挖的土壤送往所述土壤仓模块;2) The rotary digging bucket digs a strip-shaped ditch during the forward movement of the multifunctional agricultural robot, and the excavated soil is passed through the sealed soil upward transportation soil pipeline and the sealed soil horizontal transportation pipeline, and the excavated soil is excavated. The soil is sent to the soil bin module;
3)所述土壤仓模块中的所述光源对土壤进行照射,所述红外光谱传感器采集土壤反射的漫反射光,并将采集到的土壤光谱数据传输给所述机器人控制中心,通过本地进行边缘计算,4G或5G与云端专家库数据通讯技术的结合,根据不同类型土壤的实际情况,结合所述多功能农用机器人行进中读取的农作物身份识别RFID标签,解读作物的施肥历史、规划开挖深度制定不同的施肥策略;打开所述土壤仓模块的一个土壤出口,将部分土壤落入所述土壤称重模块称重,称重完毕后打开出口下落到所述土壤到肥、土混合搅拌模块;根据施肥策略打开对应的所述肥料仓模块的肥料出口,将肥料落入所述肥料称重模块,进行称重后打开出口落入所述肥、土混合搅拌模块;3) The light source in the soil bin module irradiates the soil, the infrared spectrum sensor collects the diffuse reflection light reflected by the soil, and transmits the collected soil spectrum data to the robot control center, and performs edge detection locally. The combination of computing, 4G or 5G and cloud expert database data communication technology, according to the actual situation of different types of soil, combined with the crop identification RFID tags read by the multi-functional agricultural robot while traveling, to interpret the fertilization history of crops, plan excavation Formulate different fertilization strategies in depth; open a soil outlet of the soil bin module, drop part of the soil into the soil weighing module for weighing, and after weighing, open the outlet and drop it to the soil to the fertilizer and soil mixing and stirring module ; Open the fertilizer outlet of the corresponding fertilizer bin module according to the fertilization strategy, drop the fertilizer into the fertilizer weighing module, and open the outlet after weighing and fall into the fertilizer and soil mixing and stirring module;
4)通过安装在低成本多轴稳定器上的双目视觉传感器,收集农作物生长态势的图像分析,结合施肥策略,打开所述液态叶面施肥或农药模块并调解所述喷嘴的位置和角度,在行进中喷洒农作物所需叶面肥,或者对叶背面进行精确喷洒农药;4) Through the binocular vision sensor installed on the low-cost multi-axis stabilizer, the image analysis of the crop growth situation is collected, combined with the fertilization strategy, the liquid foliar fertilization or pesticide module is opened and the position and angle of the nozzle are adjusted, Spray the foliar fertilizers required by the crops on the move, or spray the backside of the leaves with precise pesticides;
5)将土壤和各种肥料在肥、土混合搅拌模块内进行搅拌混合均匀;5) Stir and mix the soil and various fertilizers evenly in the fertilizer and soil mixing module;
6)搅拌均匀完成后打开所述混合肥土下料口,将混合肥土落入开挖的条状沟渠,最后打开所述土壤仓模块的另一个出口,将剩余土壤通过所述覆盖表土输送管道输送到所述土壤下料铺平装置,覆盖在已施肥条状沟渠的表层上。6) After the mixing is completed, open the feeding port of the mixed loam, drop the mixed loam into the excavated strip ditch, finally open another outlet of the soil bin module, and transport the remaining soil through the covered topsoil The pipeline is conveyed to the soil cutting and leveling device, covering the surface layer of the fertilized strip trench.
本发明的有益效果为:The beneficial effects of the present invention are:
1.将肥料科学、机器学习、物联网、大数据等与农作物成长系统整合起来,根据作物的类型,为其定制施肥方案,实现开沟挖土、实时养分检测分析、配肥、混肥、施肥、自动回填全流程一次性完成。1. Integrate fertilizer science, machine learning, Internet of Things, big data, etc. with the crop growth system, and customize the fertilization plan for the crop according to the type of crops to realize trenching, real-time nutrient detection and analysis, compound fertilizer, compound fertilizer, The whole process of fertilization and automatic backfilling is completed at one time.
2.可以实现大型机械无法进入的果园、小块土地、茶园、丘陵、山地等不同的地形和土质进行作业。2. It can realize the operation of different terrains and soil qualities such as orchards, small pieces of land, tea gardens, hills, mountains, etc. that large-scale machinery cannot enter.
3.解读作物的施肥历史、规划开挖深度等,通过采用红外光谱传感器检测土壤养分,来分析作物需要补充什么肥料及需要的数量,给作物提供最适合量的肥料,能根据作物生长的不同需求把混合肥料送到作物根部,提高了作物对养分的吸收能力和肥料的利用率。3. Interpret the fertilization history of crops, plan the excavation depth, etc., and use infrared spectrum sensors to detect soil nutrients to analyze what fertilizers need to be supplemented and the amount needed to provide crops with the most suitable amount of fertilizer, which can be based on the different growth of crops. It is necessary to send mixed fertilizers to the roots of crops, which improves the nutrient absorption capacity of crops and the utilization rate of fertilizers.
4.用机器人的图像识别技术对作物精准喷洒农药,不但减少了农药的浪费,且消除了无人机喷洒对叶背面害虫灭杀效果差的弊端。4. Using the robot's image recognition technology to accurately spray pesticides on crops not only reduces the waste of pesticides, but also eliminates the drawbacks that drone spraying has poor killing effect on the underside of leaves.
5.保证了作物根部的肥料在土壤中的均匀分布,避免了肥料分布不均烧根的弊端;消除了传统施肥方式造成作物根系上浮,导致作物的抗旱、抗病能力降低的隐患。5. It ensures the uniform distribution of the fertilizer at the root of the crop in the soil, avoiding the disadvantage of uneven distribution of fertilizer and burning the roots; eliminating the hidden danger of the crop root system floating up due to the traditional fertilization method, which leads to the reduction of the drought resistance and disease resistance of the crop.
6.本发明机器人有着分析速度快,操作简单,不浪费、无污染等诸多优点,加上独创的肥土混合布施技术,在智慧农业等方面具有巨大的优势和发展潜力,应用前景十分广阔。6. The robot of the present invention has many advantages, such as fast analysis speed, simple operation, no waste, no pollution, etc., plus the original fertile soil mixing and distribution technology, it has huge advantages and development potential in smart agriculture and other aspects, and the application prospect is very broad.
附图说明Description of drawings
图1是本发明多功能农用机器人示意图。FIG. 1 is a schematic diagram of the multifunctional agricultural robot of the present invention.
图2是本发明肥、土壤混合搅拌母仓内部结构示意图。Figure 2 is a schematic diagram of the internal structure of the fertilizer and soil mixing and stirring mother silo of the present invention.
图3是本发明土壤仓模块示意图。Figure 3 is a schematic diagram of the soil bin module of the present invention.
图4是本发明土壤光谱数据采集示意图。FIG. 4 is a schematic diagram of soil spectral data collection according to the present invention.
图5是本发明液态叶面肥或农药模块示意图。5 is a schematic diagram of a liquid foliar fertilizer or pesticide module of the present invention.
图6是本发明土壤光谱特征数据的提取流程图。Fig. 6 is a flow chart of extraction of soil spectral characteristic data according to the present invention.
图7是本发明科学施肥控制流程图。Fig. 7 is the flow chart of scientific fertilization control of the present invention.
图8是本发明边缘计算流程示意图。FIG. 8 is a schematic diagram of the edge computing flow of the present invention.
图9是本发明多源传感融合避障、路线规划流程图Fig. 9 is the flow chart of multi-source sensor fusion obstacle avoidance and route planning of the present invention
具体实施方式Detailed ways
为使本发明实施的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行更加详细的描述。在附图中,自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。所描述的实施例是本发明一部分实施例,而不是全部的实施例。下面通过参考附图描述的实施例以及方位性的词语均是示例性的,旨在用于解释本发明,而不能理解为对本发明的限制。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。下面结合附图对本发明的实施例进行详细说明。In order to make the objectives, technical solutions and advantages of the present invention clearer, the technical solutions in the embodiments of the present invention will be described in more detail below with reference to the accompanying drawings in the embodiments of the present invention. Throughout the drawings, the same or similar reference numbers refer to the same or similar elements or elements having the same or similar functions. The described embodiments are some, but not all, of the embodiments of the present invention. The embodiments and directional words described below with reference to the accompanying drawings are all exemplary, and are intended to be used to explain the present invention, but should not be construed as limiting the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention. The embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
结合附图1-5对本发明进一步说明。The present invention is further described with reference to accompanying drawings 1-5.
一种多功能农用机器人,其包括:肥、土壤混合搅拌母仓1和驱动模块,肥、土壤混合搅拌母仓1通过快速锁定装置安装在驱动模块上方;A multifunctional agricultural robot, comprising: a fertilizer and soil mixing and
所述驱动模块为轮式或履带式驱动底盘2,采用汽、柴油机或电池组作为动力源;The drive module is a wheel-type or crawler-
所述肥、土壤混合搅拌母仓1包括:旋转挖斗3、封闭式土壤上输送带4、人体接近安全传感器5、激光雷达/RFID/视觉识别系统6、肥料仓模块7、液态叶面施肥或农药模块8、土壤仓模块9、肥/土混合搅拌模块21、机器人控制中心10、土壤下料铺平装置11、称重模块12和混合肥土下料口13;The fertilizer and soil mixing and stirring
所述封闭式土壤上输送带4一端与所述肥、土壤混合搅拌母仓1的前端连接,所述封闭式土壤上输送带4的另一端与所述旋转挖斗3连接,所述旋转挖斗3设置在所述肥、土壤混合搅拌母仓1前端下方,通过电机或机械驱动所述旋转挖斗3旋转;One end of the closed soil
所述人体接近安全传感器5设置在所述肥、土壤混合搅拌母仓1的前端,所述激光雷达/RFID/视觉识别系统6设置在所述肥、土壤混合搅拌母仓1的前端上部,所述人体接近安全传感器5和激光雷达/RFID/视觉识别系统6共同实现障碍物、目标、位置、维度、速度和朝向的判定,并将相关数据传输到设置在所述肥、土壤混合搅拌母仓1后端的机器人控制中心10,进行目标物、障碍和路线的规划;The human body
所述肥料仓模块7设置在所述肥、土壤混合搅拌母仓1的前端内部,其下端设置有所述称重模块12,其对所述肥料仓模块7释放的不同肥料进行称重;The fertilizer bin module 7 is arranged inside the front end of the fertilizer and soil mixing and
所述液态叶面施肥或农药模块8设置在所述肥、土壤混合搅拌母仓1的中部,利用喷嘴15对叶面施肥或者对所述叶面喷洒农药;The liquid foliar fertilization or
所述土壤仓模块9设置在所述肥、土壤混合搅拌母仓1的后部,所述土壤仓模块9下端设置有所述土壤下料铺平装置11和所述称重模块12,所述称重模块12对所述土壤仓模块9释放的土壤进行称重;The
所述肥/土混合搅拌模块21设置在所述肥、土壤混合搅拌母仓1的底部,对所述肥料和土壤进行混合搅拌;The fertilizer/soil mixing and stirring
所述机器人控制中心10设置在所述肥、土壤混合搅拌母仓1的后端,与所述多功能农用机器人各部件电连接,并对所述机器人进行控制;The
所述混合肥土下料口13设置在所述肥、土壤混合搅拌母仓1的下方。The mixed fertile
所述土壤仓模块9下端设置有两个独立的土壤出口16和17;所述肥料仓模块7设置有多个,每个所述肥料仓模块7下端设置有肥料出口24;所述称重模块12包含:土壤称重模块12-1和肥料称重模块12-2,所述土壤称重模块12-1设置在所述土壤仓模块9的土壤出口16和17下方,所述土壤称重模块12-1下端设置有出口23,所述肥料称重模块12-2设置在所述肥料仓模块7的肥料出口下方,所述肥料称重模块12-2下端设置有出口22。The lower end of the
所述密封土壤上输管道4连接设置在所述肥、土壤混合搅拌母仓1内部的密封土壤水平输送管道19的一端,所示密封土壤水平输送管道19的另一端延伸到所述土壤仓模块9的上方;所述土壤仓模块9下端设置的一个土壤出口16连接覆盖表土输送管道20的一端,所述覆盖表土输送管道20的另一端连接所述土壤下料铺平装置11。The said sealed soil
所述液态叶面施肥或农药模块8包括:喷嘴导轨25、液体输送软管26和喷嘴15,所述喷头导轨25和液体输送软管26穿设所述肥、土壤混合搅拌母仓1上表面,所述喷嘴15在所述喷嘴导轨25的引导下可沿XYZ轴移动的所述喷嘴15,所述液体输送软管26一端连接所述液态叶面施肥或农药模块8,另一端连接所述喷嘴15。The liquid foliar fertilization or
所述土壤仓模块9内部顶部设置有红外光谱传感器14和光源18,所述光源18对所述土壤仓模块9内部的土壤进行照射,所述红外光谱传感器14采集土壤反射的漫反射光,并将采集到的土壤光谱数据传输给所述机器人控制中心10。The interior top of the
机器人控制中心10设置有通讯设备,可以通过4G和5G方式与云端专家库进行无线通讯。The
根据1-8图介绍本发明的工作过程According to Figures 1-8, the working process of the present invention is introduced
一种操作上述多功能农用机器人的操作方法:An operation method for operating the above-mentioned multifunctional agricultural robot:
1)根据现场作业需要给所述多功能农用机器人选择驱动模块,并在所述多功能农用机器人的各个肥料仓模块7分别添加相应的肥料,在所述液态叶面肥或农药模块8中选择添加液态肥或者农药,启动所述多功能农用机器人;1) Select a drive module for the multi-functional agricultural robot according to the needs of field operations, and add corresponding fertilizers to each fertilizer bin module 7 of the multi-functional agricultural robot respectively, and select from the liquid foliar fertilizer or
2)所述旋转挖斗3在所述多功能农用机器人前行过程中开挖条状沟渠,将开挖的土壤通过所述密封土壤上输土壤管道4及所述密封土壤水平输送管道19,将开挖的土壤送往所述土壤仓模块9;2) The
3)所述土壤仓模块9中的所述光源18对土壤进行照射,所述红外光谱传感器14采集土壤反射的漫反射光,并将采集到的土壤光谱数据传输给所述机器人控制中心10,通过本地进行边缘计算,4G或5G与云端专家库数据通讯技术的结合,根据不同类型土壤的实际情况,结合所述多功能农用机器人行进中读取的农作物身份识别RFID标签,解读作物的施肥历史、规划开挖深度制定不同的施肥策略;打开所述土壤仓模块9的一个土壤出口17,将部分土壤落入所述土壤称重模块12-1称重,称重完毕后打开出口23下落到所述土壤到肥、土混合搅拌模块21;根据施肥策略打开对应的所述肥料仓模块7的肥料出口24,将肥料落入所述肥料称重模块12-2,进行称重后打开出口22落入所述肥、土混合搅拌模块21;3) The light source 18 in the
4)通过安装在低成本多轴稳定器上的双目视觉传感器,收集农作物生长态势的图像分析,结合施肥策略,打开所述液态叶面施肥或农药模块8并调解所述喷嘴15的位置和角度,在行进中喷洒农作物所需叶面肥,或者对叶背面进行精确喷洒农药;4) Through the binocular vision sensor installed on the low-cost multi-axis stabilizer, the image analysis of the crop growth situation is collected, combined with the fertilization strategy, the liquid foliar fertilization or
5)将土壤和各种肥料在肥、土混合搅拌模块21内进行搅拌混合均匀;5) The soil and various fertilizers are stirred and mixed evenly in the fertilizer and
6)搅拌均匀完成后打开所述混合肥土下料口13,将混合肥土落入开挖的条状沟渠,最后打开所述土壤仓模块9的另一个出口16,将剩余土壤通过所述覆盖表土输送管道20输送到所述土壤下料铺平装置11,覆盖在已施肥条状沟渠的表层上。6) After the mixing is completed, open the mixed fertile
根据1-8图介绍本发明的计算工作过程According to Figures 1-8, the calculation process of the present invention is introduced
在机器人行进的前端安装有旋转挖斗3,开挖条状沟渠,挖出的土壤通过封闭式土壤输送带4输送到土壤仓模块9内,土壤仓模块9下部有两个可自动开合的土壤出口16和17,可执行机器人控制中心10发出的指令,分别开合土壤出口。A
实时的土壤养分检测分析系统,采用红外光谱检测技术实现。红外光谱作为具有快速、经济高效、环境友好、无损特点的分析技术,独创采用在多功能施肥机器人上,土壤红外光谱分析基于以下原理:与土壤成分相关的分子振动和电子跃迁在与辐射相互作用的同时吸收光,由于光谱特征会响应土壤中的矿物质和有机成分,因此可以将许多土壤特性直接校准为近红外(NIR)和中红外光谱(MIR)。The real-time soil nutrient detection and analysis system is realized by infrared spectrum detection technology. As a fast, cost-effective, environment-friendly, and non-destructive analysis technology, infrared spectroscopy is uniquely used in multi-functional fertilization robots. The soil infrared spectroscopy analysis is based on the following principles: molecular vibrations and electronic transitions related to soil components interact with radiation. While absorbing light, many soil properties can be directly calibrated to near-infrared (NIR) and mid-infrared (MIR) spectra because the spectral signatures respond to mineral and organic composition in the soil.
通过在行进过程中读取作物身份识别RFID标签,解读作物的施肥历史、规划开挖深度等,通过采用红外光谱传感器检测土壤养分,来分析作物需要补充什么肥料及需要的数量,给作物提供最适合量的肥料,能根据作物生长的不同需求把混合肥料送到作物根部,提高了作物对养分的吸收能力和肥料的利用率。By reading the crop identification RFID tag during the process of traveling, interpreting the fertilization history of the crop, planning the excavation depth, etc., and using the infrared spectrum sensor to detect soil nutrients, it can analyze what fertilizers need to be supplemented and the quantity needed by the crops, so as to provide the crops with the best fertilizer. A suitable amount of fertilizer can deliver the mixed fertilizer to the root of the crop according to the different needs of crop growth, which improves the nutrient absorption capacity of the crop and the utilization rate of the fertilizer.
土壤仓模块9设计为闭光的暗室,内设置有LED或其他光源,检测时将光投射在土壤样品上,红外光谱传感器14接收到照射在土壤上的漫反射光,采集到土壤的光谱数据,然后与本机器人储存的土壤光谱数据进行比对,以判断土壤的肥力。The
我们将捕获土壤的反射光谱后输入机器人控制中心10进行边缘计算,利用深度学习等人工智能技术对作物生长和土壤养分进行实时分析和处理,再通过4G或5G无线通讯网络与云端专家库进行比对分析。We will capture the reflection spectrum of the soil and input it into the
通过土壤实时红外光谱分析、作物图像识别技术在本地进行边缘计算,4G或5G与云端专家库数据通讯等技术的结合,可以根据不同类型土壤的实际情况,制定不同的施肥策略;Through the soil real-time infrared spectrum analysis, crop image recognition technology to perform local edge computing, the combination of 4G or 5G and cloud expert database data communication and other technologies, different fertilization strategies can be formulated according to the actual conditions of different types of soil;
机器人有多个肥料仓模块7(如氮、磷、钾、有机肥等),根据机器人对土壤养分的分析得出最适量的施肥配方后,分别打开相应的肥料仓模块7将肥料称重,将肥料下落到混合搅拌仓与泥土进行搅拌,混合均匀,有针对性地补充作物所需的营养元素。作物缺什么元素就补充什么元素,需要多少补多少,实现各种养分平衡供应,满足作物的需要,破解了依靠大量增施化肥提高农作物产量的难题。解决作物生长期养分需求与土壤养分供应之间的矛盾。这样几乎不会再出现肥料浪费的情况,大幅降低了农业成本,而且精通肥料学的机器人还知道如何施肥才能把对环境的影响降到最低,可从根本上改变我国粗放型农业现状。The robot has multiple fertilizer bin modules 7 (such as nitrogen, phosphorus, potassium, organic fertilizer, etc.). After obtaining the optimal fertilization formula according to the robot's analysis of soil nutrients, the corresponding fertilizer bin modules 7 are respectively opened to weigh the fertilizer. The fertilizer is dropped into the mixing bin and mixed with the soil, and the mixture is evenly mixed to supplement the nutrients required by the crops in a targeted manner. What elements are lacking in crops can be supplemented with as many elements as needed, so as to achieve a balanced supply of various nutrients, meet the needs of crops, and solve the problem of increasing crop yields by applying a large amount of chemical fertilizers. Solve the contradiction between nutrient demand and soil nutrient supply during crop growth. In this way, there is almost no waste of fertilizer, which greatly reduces agricultural costs, and robots proficient in fertilizer science also know how to apply fertilizer to minimize the impact on the environment, which can fundamentally change the status quo of extensive agriculture in my country.
独创的肥土混合布施技术,将行进开挖沟过程中产生的土壤输送到土壤仓,根据机器人制定的施肥方案,在混合搅拌仓将土壤和肥料进行搅拌混合,混合均匀后通过混合搅拌仓下料口13布放到沟内,最后通过机器人后部的土壤下料铺平装置11将沟填满抚平。The original fertile soil mixing application technology transports the soil generated during the process of digging trenches to the soil bin. According to the fertilization plan formulated by the robot, the soil and fertilizer are mixed and mixed in the mixing bin. The
1.开挖沟渠1. Dig trenches
旋转挖斗3在前行过程中,将开挖的土壤通过密封上输土壤管道4及密封土壤水平输送管道19,送往土壤仓模块9;During the forward movement of the
2.土壤及肥料称重2. Soil and fertilizer weighing
根据实时的土肥配方,打开土壤仓模块9的土壤出口17,将所需土壤落入土壤称重模块12-1称重,称重完毕后打开出口23下落土壤到肥、土混合搅拌模块21;According to the real-time soil and fertilizer formula, open the
肥料仓模块7的肥料出口24打开,将肥料落入肥料称重模块12-2,进行称重后打开出口22落入肥、土混合搅拌模块21;The
3.混肥搅拌3. Mixing fertilizer
将土壤和各种肥料在肥、土混合搅拌模块21内进行搅拌混合均匀;Stir and mix the soil and various fertilizers evenly in the fertilizer and
4.施肥及表层覆土4. Fertilization and topsoil
搅拌均匀完成后打开混合肥土下料口13,将混合肥土落入开挖的沟渠,最后打开土壤仓模块9的出口16,将土壤通过覆盖表土输送管道20覆盖在已施肥沟渠的表层上。After the mixing is completed, open the mixed fertile
通过采用机器人的肥土混合布施方法,这样上表层土壤不含肥料,保证了作物根部的肥料在土壤中的均匀分布,避免了肥料分布不均烧根的弊端;消除了传统施肥方式造成作物根系上浮,导致作物的抗旱、抗病能力降低的隐患。By using the robot's fertilizer-soil mixed application method, the upper surface soil does not contain fertilizer, which ensures the uniform distribution of the fertilizer at the root of the crop in the soil, and avoids the disadvantage of uneven distribution of fertilizer and burning the roots; Floating, leading to the hidden danger of reducing the drought resistance and disease resistance of crops.
果树树冠大、树叶层数密,药雾不容易穿透,不能确保把每一棵果树从上到下打透,很多害虫都会在树叶背面活动,不能把农药喷洒到树叶背面,由于上述原因,目前流行的无人机喷洒农药根本打不透,导致效果没有人工做的好,对作物叶背面的害虫无法灭杀。Fruit trees have large crowns and dense layers of leaves, and the mist is not easy to penetrate. It is impossible to ensure that every fruit tree is penetrated from top to bottom. Many pests will move on the back of leaves, and pesticides cannot be sprayed on the back of leaves. Due to the above reasons, The current popular drone spraying pesticides can't penetrate at all, so the effect is not as good as that of artificial ones, and it cannot kill the pests on the back of the crop leaves.
机器人可以在通用底盘上换装上农药药仓,利用机器人的图像识别技术对作物精准喷洒农药,不但减少了农药的浪费,且消除了无人机喷洒对叶背面害虫灭杀效果差的弊端。The robot can be replaced with a pesticide warehouse on the general chassis, and the robot's image recognition technology can be used to accurately spray pesticides on crops, which not only reduces the waste of pesticides, but also eliminates the disadvantage of drone spraying.
通过安装在低成本多轴稳定器上的双目视觉传感器,收集作物生长态势的图像分析,在行进中喷洒作物所需叶面肥。叶面肥喷嘴的高度可以在垂直方向上自行移动,以适应不同作物的高度。Through the binocular vision sensor installed on the low-cost multi-axis stabilizer, the image analysis of the crop growth situation is collected, and the foliar fertilizer required by the crop is sprayed on the road. The height of the foliar fertilizer nozzle can be moved vertically by itself to adapt to the height of different crops.
调整机器人的视觉识别系统垂直方向的位置,降低到能看到叶背面的虫害情况,通过虫害识别及边缘计算分析,控制安装在农药模块上的喷嘴15在喷嘴导轨25(垂直方向)上下移动,控制喷嘴15降低到叶背面以下的位置,调整能在XYZ三轴方向喷射的喷嘴15,对准虫害部位精准喷药。Adjust the position of the robot's visual recognition system in the vertical direction so that the insect pests on the back of the leaves can be seen, and control the
在农作物收获季,我们换上带称重功能的母仓,可统计每棵作物的产量,上传到云端汇总,提前建立营销计划。In the harvest season of crops, we replace the mother warehouse with weighing function, which can count the output of each crop, upload it to the cloud for summary, and establish a marketing plan in advance.
安全措施:在机器人前端安装有人体接近传感器,当有人靠近机器人工作区,将自动切断机器人行进和挖沟工作,以保护人体不受伤害。Safety measures: A human body proximity sensor is installed at the front end of the robot. When someone approaches the robot work area, it will automatically cut off the robot's travel and ditch work to protect the human body from harm.
机器人采用北斗导航、双目识别、激光雷达等多源传感器融合来进行路线规划及避障。其中激光雷达使用的技术是飞行时间(TOF,Time of Flight),根据激光遇到障碍物后的折返时间,计算目标与自己的相对距离。激光光束可以准确测量视场中物体轮廓边沿与机器人之间的相对距离,这些轮廓信息组成所谓的点云并绘制出3D环境地图,通过对果园的可行区域数据分析、树间距信息、树木坐标、树木轮廓大小、机器人前进速度信息等综合处理,输出目标参数的类别、时间、维度、速度、位置等信息。The robot uses multi-source sensor fusion such as Beidou navigation, binocular recognition, and lidar for route planning and obstacle avoidance. Among them, the technology used by lidar is Time of Flight (TOF, Time of Flight), which calculates the relative distance between the target and itself according to the return time of the laser after encountering an obstacle. The laser beam can accurately measure the relative distance between the contour edge of the object in the field of view and the robot. These contour information form a so-called point cloud and draw a 3D environment map. Through the data analysis of the feasible area of the orchard, tree spacing information, tree coordinates, Comprehensive processing of tree outline size, robot forward speed information, etc., and output information such as category, time, dimension, speed, and position of target parameters.
机器人采用模块化的驱动底盘,根据不同需求,动力采用汽、柴油机或电池驱动,依据使用环境选用履带式或轮式行进方式。The robot adopts a modular drive chassis. According to different needs, the power is driven by gasoline, diesel or battery, and the crawler or wheel travel mode is selected according to the use environment.
采用红外光谱土壤检测的机器人有着分析速度快,操作简单,不浪费、无污染等诸多优点,加上独创的肥土混合布施技术,在智慧农业等方面具有巨大的优势和发展潜力,应用前景十分广阔。The robot using infrared spectrum soil detection has many advantages such as fast analysis speed, simple operation, no waste, no pollution, etc., coupled with the original fertile soil mixing technology, it has huge advantages and development potential in smart agriculture and other aspects, and the application prospect is very promising. broad.
最后需要指出的是:以上实施例仅用以说明本发明的技术方案,而非对其限制。尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。Finally, it should be pointed out that the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them. Although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: it is still possible to modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements to some of the technical features; and these Modifications or substitutions do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.
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CN115349341B (en) * | 2022-07-20 | 2024-02-02 | 湖南科技学院 | Intelligent vegetable foliar fertilizer fixed-point spraying equipment |
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CN115777312A (en) * | 2023-02-10 | 2023-03-14 | 中国建设基础设施有限公司 | A dynamic fertilization method based on real-time collection and analysis of soil information |
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