EP4312496A1 - System for treating plants especially in agriculture - Google Patents

System for treating plants especially in agriculture

Info

Publication number
EP4312496A1
EP4312496A1 EP22717257.4A EP22717257A EP4312496A1 EP 4312496 A1 EP4312496 A1 EP 4312496A1 EP 22717257 A EP22717257 A EP 22717257A EP 4312496 A1 EP4312496 A1 EP 4312496A1
Authority
EP
European Patent Office
Prior art keywords
product
dose
nozzles
spray
treated
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP22717257.4A
Other languages
German (de)
French (fr)
Inventor
Hugo SERRAT
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Bilberry SAS
Original Assignee
Bilberry SAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Bilberry SAS filed Critical Bilberry SAS
Publication of EP4312496A1 publication Critical patent/EP4312496A1/en
Pending legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01MCATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/0025Mechanical sprayers
    • A01M7/0032Pressure sprayers
    • A01M7/0042Field sprayers, e.g. self-propelled, drawn or tractor-mounted
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01MCATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/005Special arrangements or adaptations of the spraying or distributing parts, e.g. adaptations or mounting of the spray booms, mounting of the nozzles, protection shields
    • A01M7/006Mounting of the nozzles
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01MCATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/0089Regulating or controlling systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B1/00Nozzles, spray heads or other outlets, with or without auxiliary devices such as valves, heating means
    • B05B1/14Nozzles, spray heads or other outlets, with or without auxiliary devices such as valves, heating means with multiple outlet openings; with strainers in or outside the outlet opening
    • B05B1/20Arrangements of several outlets along elongated bodies, e.g. perforated pipes or troughs, e.g. spray booms; Outlet elements therefor
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B12/00Arrangements for controlling delivery; Arrangements for controlling the spray area
    • B05B12/02Arrangements for controlling delivery; Arrangements for controlling the spray area for controlling time, or sequence, of delivery
    • B05B12/04Arrangements for controlling delivery; Arrangements for controlling the spray area for controlling time, or sequence, of delivery for sequential operation or multiple outlets
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B12/00Arrangements for controlling delivery; Arrangements for controlling the spray area
    • B05B12/08Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means
    • B05B12/12Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means responsive to conditions of ambient medium or target, e.g. humidity, temperature position or movement of the target relative to the spray apparatus
    • B05B12/122Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means responsive to conditions of ambient medium or target, e.g. humidity, temperature position or movement of the target relative to the spray apparatus responsive to presence or shape of target
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B9/00Spraying apparatus for discharge of liquids or other fluent material, without essentially mixing with gas or vapour
    • B05B9/03Spraying apparatus for discharge of liquids or other fluent material, without essentially mixing with gas or vapour characterised by means for supplying liquid or other fluent material
    • B05B9/035Spraying apparatus for discharge of liquids or other fluent material, without essentially mixing with gas or vapour characterised by means for supplying liquid or other fluent material to several spraying apparatus
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/10Terrestrial scenes
    • G06V20/188Vegetation
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B12/00Arrangements for controlling delivery; Arrangements for controlling the spray area
    • B05B12/02Arrangements for controlling delivery; Arrangements for controlling the spray area for controlling time, or sequence, of delivery
    • B05B12/06Arrangements for controlling delivery; Arrangements for controlling the spray area for controlling time, or sequence, of delivery for effecting pulsating flow
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B13/00Machines or plants for applying liquids or other fluent materials to surfaces of objects or other work by spraying, not covered by groups B05B1/00 - B05B11/00
    • B05B13/005Machines or plants for applying liquids or other fluent materials to surfaces of objects or other work by spraying, not covered by groups B05B1/00 - B05B11/00 mounted on vehicles or designed to apply a liquid on a very large surface, e.g. on the road, on the surface of large containers

Definitions

  • the present invention generally relates to the field of the treatment of plants.
  • Such a system comprises a spray boom moved by a tractor and equipped with a series of spaced spray nozzles.
  • the boom also includes one or more cameras capturing images of the field while the system is moving, and one or more processing units capable, through learning-based image recognition techniques, of recognizing in the captured images plants, and to control the spray nozzles in real time to locally apply a treatment, for example a herbicide treatment, only to the places where the presence of plants to be treated is detected.
  • the object of the present invention is to limit these disadvantages.
  • a system for the treatment of plants comprising a spray boom provided with a plurality of spray nozzles distributed over the boom and fed by a spray control device, the system comprising a set of cameras capable of taking images of an area to be treated, a digital processing device able to analyze the images taken by the camera, to identify the plants to be treated and to apply instructions to the spray control device with a view to spraying at least one product on plants to be treated, the system characterized in that the spray nozzles and the spray controller are configured to apply a generally uniform dose of a product to the area to be treated regardless of the identification of plants to be treated in the images, and to locally apply an additional dose of a product to the plants to be treated identified by the t device digital processing.
  • the system comprises two rows of nozzles distributed along the boom, with a first row suitable for applying the generally uniform dose of product and a second row suitable for applying the local additional dose to the identified plants.
  • the supply device includes for the first row of spray nozzles an individual control valve per nozzle.
  • the supply device comprises for the second row of nozzles a common control valve for at least one group of nozzles.
  • the supply device includes for the second row of nozzles a control valve per nozzle.
  • the system comprises a row of nozzles distributed along the boom and to which are associated respective control valves having at least two states of opening, the spraying control device being able to simultaneously bring the control valves into a first state making it possible to apply the generally uniform dose of product and to bring punctually at least one nozzle identified from plant recognition by the digital processing device into a second state in which the dose of product is increased.
  • Fig. 1 is a partial schematic top view of a spray boom according to a first embodiment of the present invention
  • - Fig. 2 is a partial side elevational view of the spray boom of Fig.1.
  • - Fig. 3 is a partial schematic top view of a spray boom according to a second embodiment of the present invention.
  • a spray boom 10 which comprises a supporting structure 100, for example metallic, and two sets of spray nozzles both distributed over the extent of the boom 10.
  • a first series of spray nozzles 110a is fed by a first common line or tubing 112a connected to a source 130 of liquid to be sprayed under pressure, while a second series of spray nozzles 110b is fed by a second common line or tubing 112b also connected to the source 130 of liquid to be sprayed under pressure.
  • the spraying is controlled by a plurality of control valves 114a mounted between the common pipe 112a and the respective nozzle, so as to be able to selectively open each valve independently of the others, at any time. desired, and thus put the corresponding nozzle with the pipe 112a to spray the liquid.
  • a plurality of control valves 114b associated with the respective nozzles and capable of individually placing the nozzles in communication with the common pipe 112b, or (as illustrated in dashed lines) a single valve 115b, common, mounted between the reservoir 130 of liquid to be spread and the pipe 112b.
  • the various control valves are controlled by a spray control unit 120.
  • the control valves are preferably solenoid valves of the pulse width control type (PWM for "Pulse Width Modulation” in English terminology), available on market, which allow proportional control of the average flow rate and therefore of the dose applied per unit time to the plants.
  • PWM pulse width control type
  • the boom is either integrated into a machine E, or towed by a machine, or even carried by a machine, the machine possibly being an agricultural tractor or even a road or rail vehicle in particular for treating an uncultivated area.
  • the ramp 100 also carries a set of cameras 210 whose axes AC are here oriented in the plunging direction in vertical planes parallel to the direction D of movement of the machine and able to take images of a zone Z on which moves ramp 100, in order to identify plants to be treated. These plants can be weeds on which it is desired to selectively spray a herbicide product, or even cultivated plants on which it is desired to selectively spray a phytosanitary product (insecticide, fertilizer, growth regulator, etc.). In a variant not illustrated, the cameras can be oriented vertically downwards.
  • These cameras 210 are connected to one or more digital processing units 220 capable of analyzing the images taken by the cameras to determine the presence of target plants to be treated. This analysis is carried out for example by breaking down each image into sub-images of determined size, applying a convolution function to each of the sub-images using weight matrices, and determining a probability of the presence of a target plant depending on the result of the convolution.
  • Documents WO2018142371A1 and WO2018141995A1 in the name of the applicant describe such techniques.
  • the ramp includes any additional equipment such as height measurement device, device for controlling the position or geometry of the ramp, lighting system, etc.
  • the control unit 120 is capable of controlling the spraying so as, in the first place, to achieve during the movement of the machine a uniform spraying of the area to be treated at the same time. using all of the second series of nozzles 110b.
  • the control circuit 120 and/or the constitution of the nozzle supply circuit are configured so that the dose applied by the nozzles 110b is essentially uniform over the whole of the area to be treated, in particular by taking into account the losses load in supply line 112b.
  • This uniform spraying is implemented independently of the detection, by the vision system comprising the cameras 210 and the processing unit 220, of the actual presence or not of plants to be treated in the zone Z.
  • the dose applied for this uniform spraying (generally defined by a weight or a volume of product per unit of surface treated) is equal to a fraction, for example from 10 to 40%, preferably around 20% for a herbicide , of the recommended nominal dose, this dose being applied by appropriate control of the control valve(s) 114b or 115b associated with the second series of nozzles.
  • the system is configured so that, when a plant to be treated is identified in an image taken by a camera 210, a local spraying of product is carried out at the location where the plant has been identified.
  • the processing unit 220 sends the spraying control unit 120 the data allowing the latter to determine which of the nozzles 110a of the first series of nozzles must be activated and at what instant (depending in particular on the forward speed of the machine), as described in the previous patent applications in the name of the Applicant, and the opening instruction is sent at the aforementioned instant (taking into account any latency) to the valve of corresponding control.
  • the dose for this local spraying is preferably close to the nominal dose recommended for the product in question, and for example of the order 80% of the nominal dose if the nozzles of the second series 112b apply a dose equal to 20% of the nominal dose.
  • the solenoid valves 112a are proportionally controlled, it is possible to adjust the dose according to one or more criteria including the type of plant detected, the level of development of the plant such as estimated by the vision system 210, 220, and/or other factors such as ambient conditions, machine travel speed, etc.
  • the nozzles 110a of the first series make it possible to carry out a localized treatment of guaranteed effectiveness on the plants to be treated detected by the vision system 210, 220, while the nozzles 110b of the second series apply a safety treatment to the entire area, in order to deal with plants that would not have been detected by the vision system, for whatever reason (plant too small, plant hidden, plant not listed in the recognition process, etc.).
  • the boom comprises a series of single nozzles 110a, each nozzle being connected to a common supply line 112a through a respective control valve.
  • each valve 112a is progressively controlled, being able to deliver a variable dose of product according to a setpoint which is itself variable between 0 and 100%.
  • valves 112a are controlled so that each of the nozzles 110a delivers a dose of product, for example from 10 to 40% of the nominal dose, preferably around 20% in the case of a foliar herbicide.
  • the nozzle concerned and the instants of start and end of localized treatment are determined at the level of the processing unit 220 and the control unit 120.
  • the control valve of the nozzle concerned is then controlled by the control unit 120 to achieve between the calculated start and end times, a greater opening of the control valve 112a associated with the nozzle concerned, to perform during this time window a spraying at a higher dose, for example at the nominal dose for the product in question.
  • nozzle means both an individual nozzle and a group or cluster of nozzles, for example nozzles operating in different directions and/or with different spray geometries;
  • the associated control valves may include one valve per nozzle, one valve per group or one valve per sub-group;
  • control valves whether on/off or with progressive control, can be made with any appropriate technology, by being integrated into the nozzles or separate from the nozzles;
  • the system of the first embodiment can be used to apply two different products, for example a wetting product uniformly with the second series of nozzles and a local treatment product with the first series of nozzles;
  • the activation of a nozzle concerned for a localized spraying also covers the activation of a set of neighboring nozzles.
  • digital processing unit means both a single processing device and a set of processing devices, in particular with parallel processing, possibly distributed at different locations of the plant processing system and associated with respective cameras or respective camera groups.
  • the present invention applies in agriculture as well as in any field it may be necessary to treat plants, for example applying a herbicide to weedy plants, in particular the treatment of areas in the field of transport, urban planning, etc. It can be implemented on the decision of an operator according to his observation of the terrain and the operations to be carried out.

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  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Environmental Sciences (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Pest Control & Pesticides (AREA)
  • Insects & Arthropods (AREA)
  • Theoretical Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Cultivation Of Plants (AREA)
  • Catching Or Destruction (AREA)
  • Agricultural Chemicals And Associated Chemicals (AREA)
  • Compounds Of Unknown Constitution (AREA)

Abstract

Disclosed is a plant treatment system that includes a spray boom (10, 100) provided with a plurality of spray nozzles (110a, 110b) distributed over the boom (10, 100) and supplied by a spray controller (120), an image capture system comprising at least one camera (210) capable of taking images of a zone to be treated, and a digital processing device (220) capable of analyzing the images taken by said camera or cameras (210), identifying plants to be treated and applying instructions to the spray control device with a view to spraying at least one product onto plants to be treated. According to the invention, the spray nozzles (110a, 110b) and the spray control device (120) are configured to apply a generally uniform dose of a product to the zone to be treated, independently of the identification of plants to be treated in the images, and to apply locally a complementary dose of a product to plants to be treated identified by the digital processing device. The invention is intended to be used in particular in agriculture or in the treatment of non-cultivated spaces.

Description

Titre : Système de traitement de plantes notamment en agriculture Domaine de l’invention Title: Plant treatment system, particularly in agriculture Field of the invention
La présente invention concerne d’une façon générale le domaine du traitement de végétaux. The present invention generally relates to the field of the treatment of plants.
État de la technique State of the art
On connaît déjà notamment par les documents WO2018142371A1 , WO2018141995A1 et WO2018154490A1 au nom de la Demanderesse des procédés et systèmes permettant de traiter sélectivement des plantes dans des zones cultivées ou des zones ferroviaires. Un tel système comprend une rampe de pulvérisation déplacée par un tracteur et équipée d’une série de buses de pulvérisation espacées. La rampe comprend également une ou plusieurs caméras capturant des images du champ pendant le déplacement du système, et une ou plusieurs unités de traitement capables, par des techniques de reconnaissance d’images basées sur un apprentissage, de reconnaître dans les images capturées des plantes, et de commander en temps réel les buses de pulvérisation pour appliquer localement un traitement, par exemple un traitement herbicide, seulement aux endroits où la présence de plantes à traiter est détectée. In particular, documents WO2018142371A1, WO2018141995A1 and WO2018154490A1 in the name of the Applicant already know methods and systems for selectively treating plants in cultivated areas or railway areas. Such a system comprises a spray boom moved by a tractor and equipped with a series of spaced spray nozzles. The boom also includes one or more cameras capturing images of the field while the system is moving, and one or more processing units capable, through learning-based image recognition techniques, of recognizing in the captured images plants, and to control the spray nozzles in real time to locally apply a treatment, for example a herbicide treatment, only to the places where the presence of plants to be treated is detected.
Ce système permet de réduire considérablement l’utilisation de produits de traitement tels que des produits phytosanitaires, par rapport à une approche conventionnelle où toutes les buses sont alimentées simultanément et de façon continue lorsque le système se déplace sur une zone à traiter. [0004] Une difficulté toutefois avec la pulvérisation locale déclenchée sur reconnaissance de plantes à traiter réside dans le fait que certaines plantes à traiter peuvent être très petites et difficiles à identifier. En outre, certaines plantes à traiter peuvent être cachées sous des plantes plus grandes et être invisibles pour le système de traitement d’images. Il en résulte que le taux effectif de pulvérisation des espèces à traiter peut être sensiblement inférieur à 100%, ce qui fait perdre une partie substantielle de l’avantage d’une pulvérisation localisée. Résumé de l’invention This system makes it possible to considerably reduce the use of treatment products such as phytosanitary products, compared to a conventional approach where all the nozzles are fed simultaneously and continuously when the system moves over an area to be treated. [0004] A difficulty, however, with local spraying triggered on recognition of plants to be treated lies in the fact that certain plants to be treated may be very small and difficult to identify. In addition, some plants to be treated may be hidden under larger plants and invisible to the image processing system. As a result, the effective rate of spraying of the species to be treated can be substantially less than 100%, thereby losing a substantial part of the advantage of localized spraying. Summary of the invention
La présente invention a pour objet de limiter ces inconvénients. The object of the present invention is to limit these disadvantages.
On propose à cet effet un système pour le traitement de plantes, comprenant une rampe de pulvérisation dotée d’une pluralité de buses de pulvérisation réparties sur la rampe et alimentées par un dispositif de commande de pulvérisation, le système comprenant un ensemble de caméras aptes à prendre des images d’une zone à traiter, un dispositif de traitement numérique apte à analyser les images prises par la caméra, à identifier des plantes à traiter et à appliquer des consignes au dispositif de commande de pulvérisation en vue de pulvériser au moins un produit sur des plantes à traiter, le système étant caractérisé en ce que les buses de pulvérisation et le dispositif de commande de pulvérisation sont configurés pour appliquer une dose généralement uniforme d’un produit sur la zone à traiter indépendamment de l’identification de plantes à traiter dans les images, et pour appliquer localement une dose complémentaire d’un produit sur des plantes à traiter identifiées par le dispositif de traitement numérique. A system for the treatment of plants is proposed for this purpose, comprising a spray boom provided with a plurality of spray nozzles distributed over the boom and fed by a spray control device, the system comprising a set of cameras capable of taking images of an area to be treated, a digital processing device able to analyze the images taken by the camera, to identify the plants to be treated and to apply instructions to the spray control device with a view to spraying at least one product on plants to be treated, the system characterized in that the spray nozzles and the spray controller are configured to apply a generally uniform dose of a product to the area to be treated regardless of the identification of plants to be treated in the images, and to locally apply an additional dose of a product to the plants to be treated identified by the t device digital processing.
Des aspects préférés de ce système comprennent les caractéristiques supplémentaires facultatives suivantes, prises individuellement ou en toutes combinaisons que l’homme du métier appréhendera comme étant Preferred aspects of this system include the following optional additional features, taken individually or in any combinations which those skilled in the art will understand to be:
* le produit appliqué pour la dose généralement uniforme et le produit appliqué en dose complémentaire sont constitués par le même produit. * the product applied for the generally uniform dose and the product applied as an additional dose consist of the same product.
* le produit appliqué pour la dose généralement uniforme et le produit appliqué en dose complémentaire sont des produits différents. * the product applied for the generally uniform dose and the product applied as a complementary dose are different products.
* le système comprend deux rangées de buses réparties le long de la rampe, avec une première rangée apte à appliquer la dose généralement uniforme de produit et une deuxième rangée apte à appliquer la dose complémentaire locale sur les plantes identifiées. * the system comprises two rows of nozzles distributed along the boom, with a first row suitable for applying the generally uniform dose of product and a second row suitable for applying the local additional dose to the identified plants.
* les deux rangées de buses sont reliées par un dispositif d’alimentation à un réservoir de produit commun. * the two rows of nozzles are connected by a supply device to a common product tank.
* le dispositif d’alimentation comprend pour la première rangée de buses de pulvérisation une vanne de contrôle individuelle par buse. * le dispositif d’alimentation comprend pour la deuxième rangée de buses une vanne de contrôle commune pour au moins un groupe de buses. * the supply device includes for the first row of spray nozzles an individual control valve per nozzle. * the supply device comprises for the second row of nozzles a common control valve for at least one group of nozzles.
* le dispositif d’alimentation comprend pour la deuxième rangée de buses une vanne de contrôle par buse. * the supply device includes for the second row of nozzles a control valve per nozzle.
* le système comprend une rangée de buses réparties le long de la rampe et auxquelles sont associées des vannes de contrôle respectives ayant au moins deux états d’ouverture, le dispositif de commande de pulvérisation étant apte à amener simultanément les vannes de contrôle dans un premier état permettant d’appliquer la dose généralement uniforme de produit et à amener ponctuellement au moins une buse identifiée à partir d’une reconnaissance de plante par le dispositif de traitement numérique dans un deuxième état dans lequel la dose de produit est augmentée. * the system comprises a row of nozzles distributed along the boom and to which are associated respective control valves having at least two states of opening, the spraying control device being able to simultaneously bring the control valves into a first state making it possible to apply the generally uniform dose of product and to bring punctually at least one nozzle identified from plant recognition by the digital processing device into a second state in which the dose of product is increased.
* les vannes de contrôle sont à commande progressive. * the control valves are progressive control.
* la dose généralement uniforme de produit est une fraction d’une dose nominale préconisée pour le produit considéré. * the generally uniform dose of product is a fraction of a nominal dose recommended for the product in question.
* la dose complémentaire de produit, ajoutée à la dose généralement uniforme, aboutit environ à une dose nominale préconisée pour le produit considéré. * the additional dose of product, added to the generally uniform dose, results approximately in a nominal dose recommended for the product in question.
Brève description des dessins Brief description of the drawings
D’autres aspects, buts et avantages de la présente invention apparaîtront mieux à la lecture de la description détaillée suivante de formes de réalisation préférées de celle-ci, donnée à titre d’exemple non limitatif et faite en référence aux dessins annexés. Other aspects, objects and advantages of the present invention will appear better on reading the following detailed description of preferred embodiments thereof, given by way of non-limiting example and made with reference to the appended drawings.
Sur les dessins : On the drawings:
- la Fig. 1 est une vue schématique de dessus, partielle, d’une rampe de pulvérisation selon une première forme de réalisation de la présente invention ; - Fig. 1 is a partial schematic top view of a spray boom according to a first embodiment of the present invention;
- la Fig. 2 est une vue en élévation de côté, partielle, de la rampe de pulvérisation de la Fig.1. - la Fig. 3 est une vue schématique de dessus, partielle, d’une rampe de pulvérisation selon une deuxième forme de réalisation de la présente invention. - Fig. 2 is a partial side elevational view of the spray boom of Fig.1. - Fig. 3 is a partial schematic top view of a spray boom according to a second embodiment of the present invention.
Description détaillée detailed description
En référence aux Figures 1 et 2, on a représenté une rampe de pulvérisation 10 qui comprend une structure porteuse 100 par exemple métallique et deux ensembles de buses de pulvérisation tous deux répartis sur l’étendue de la rampe 10. With reference to Figures 1 and 2, a spray boom 10 has been shown which comprises a supporting structure 100, for example metallic, and two sets of spray nozzles both distributed over the extent of the boom 10.
Une première série de buses de pulvérisation 110a est alimentée par une première conduite ou tubulure commune 112a reliée à une source 130 de liquide à pulvériser sous pression, tandis qu’une deuxième série de buses de pulvérisation 110b est alimentée par une deuxième conduite ou tubulure commune 112b également reliée à la source 130 de liquide à pulvériser sous pression. A first series of spray nozzles 110a is fed by a first common line or tubing 112a connected to a source 130 of liquid to be sprayed under pressure, while a second series of spray nozzles 110b is fed by a second common line or tubing 112b also connected to the source 130 of liquid to be sprayed under pressure.
Au moins au niveau de la première série de buses 110a, la pulvérisation est commandée par une pluralité de vannes de contrôle 114a montées entre la conduite commune 112a et la buse respective, de manière à pouvoir sélectivement ouvrir chaque vanne indépendamment des autres, à tout instant souhaité, et ainsi mettre la buse correspondante avec la conduite 112a pour pulvériser le liquide. At least at the level of the first series of nozzles 110a, the spraying is controlled by a plurality of control valves 114a mounted between the common pipe 112a and the respective nozzle, so as to be able to selectively open each valve independently of the others, at any time. desired, and thus put the corresponding nozzle with the pipe 112a to spray the liquid.
Concernant la deuxième série de buses 110b, on prévoit soit une pluralité de vannes de contrôle 114b associées aux buses respectives et capables de mettre individuellement les buses en communication avec la conduite commune 112b, soit (comme illustré en traits tiretés) une vanne unique 115b, commune, montée entre le réservoir 130 de liquide à épandre et la conduite 112b. Regarding the second series of nozzles 110b, provision is made either for a plurality of control valves 114b associated with the respective nozzles and capable of individually placing the nozzles in communication with the common pipe 112b, or (as illustrated in dashed lines) a single valve 115b, common, mounted between the reservoir 130 of liquid to be spread and the pipe 112b.
Les différentes vannes de contrôle sont commandées par une unité de commande de pulvérisation 120. Les vannes de contrôle sont de préférence des électrovannes du type à commande à largeur d’impulsions (PWM pour « Puise Width Modulation » en terminologie anglo-saxonne), disponibles sur le marché, qui permettent une commande proportionnelle du débit moyen et donc de la dose appliquée par unité de temps sur les plantes. The various control valves are controlled by a spray control unit 120. The control valves are preferably solenoid valves of the pulse width control type (PWM for "Pulse Width Modulation" in English terminology), available on market, which allow proportional control of the average flow rate and therefore of the dose applied per unit time to the plants.
La rampe est soit intégrée à un engin E, soit tractée par un engin, soit encore portée par un engin, l’engin pouvant être un tracteur agricole ou encore un véhicule routier ou ferroviaire notamment pour traiter un espace non cultivé. The boom is either integrated into a machine E, or towed by a machine, or even carried by a machine, the machine possibly being an agricultural tractor or even a road or rail vehicle in particular for treating an uncultivated area.
La rampe 100 porte en outre un ensemble de caméras 210 dont les axes AC sont ici orientés en direction plongeante dans des plans verticaux parallèles à la direction D de déplacement de l’engin et aptes à prendre des images d’un zone Z sur laquelle se déplace rampe 100, afin d’identifier des plantes à traiter. Ces plantes peuvent être des adventices sur lesquelles on souhaite sélectivement pulvériser un produit herbicide, ou encore des plantes cultivées sur lesquelles on souhaite sélectivement pulvériser un produit phytosanitaire (insecticide, engrais, régulateur de croissance, etc.). Dans une variante non illustrée, les caméras peuvent être orientées verticalement vers le bas. The ramp 100 also carries a set of cameras 210 whose axes AC are here oriented in the plunging direction in vertical planes parallel to the direction D of movement of the machine and able to take images of a zone Z on which moves ramp 100, in order to identify plants to be treated. These plants can be weeds on which it is desired to selectively spray a herbicide product, or even cultivated plants on which it is desired to selectively spray a phytosanitary product (insecticide, fertilizer, growth regulator, etc.). In a variant not illustrated, the cameras can be oriented vertically downwards.
Ces caméras 210 sont reliées à une ou plusieurs unités de traitement numérique 220 apte(s) analyser les images prises par les caméras pour déterminer la présence de plantes cibles à traiter. Cette analyse s’effectue par exemple par décomposition de chaque image en sous-images de taille déterminée, application d’une fonction de convolution sur chacune des sous- images en utilisant des matrices de poids, et détermination d’une probabilité de présence d’une plante cible en fonction du résultat de la convolution. Les documents WO2018142371A1 et WO2018141995A1 au nom de la demanderesse décrivent de telles techniques. These cameras 210 are connected to one or more digital processing units 220 capable of analyzing the images taken by the cameras to determine the presence of target plants to be treated. This analysis is carried out for example by breaking down each image into sub-images of determined size, applying a convolution function to each of the sub-images using weight matrices, and determining a probability of the presence of a target plant depending on the result of the convolution. Documents WO2018142371A1 and WO2018141995A1 in the name of the applicant describe such techniques.
Le cas échéant, la rampe comprend tout équipement complémentaire tel que dispositif de mesure de hauteur, dispositif de commande de la position ou de la géométrie de la rampe, système d’éclairage, etc. Where applicable, the ramp includes any additional equipment such as height measurement device, device for controlling the position or geometry of the ramp, lighting system, etc.
A chaque fois qu’une plante à traiter est localisée dans une image par l’unité de traitement 220, sa position dans l’image permet d’en déduire sa position réelle sur la zone en cours de traitement, et des données correspondantes sont transmises à unité de commande de pulvérisation 120. [0036] Selon un aspect de l’invention, l’unité commande 120 est apte à commander la pulvérisation de manière, en premier lieu, à réaliser au cours du déplacement de l’engin une pulvérisation uniforme de la zone à traiter à l’aide de l’ensemble de la deuxième série de buses 110b. De préférence, le circuit commande 120 et/ou la constitution du circuit d’alimentation des buses sont configurés pour que la dose appliquée par les buses 110b soit essentiellement uniforme sur l’ensemble de la zone à traiter, notamment en prenant en compte les pertes de charge dans la conduite d’alimentation 112b. Cette pulvérisation uniforme est mise en œuvre indépendamment de la détection, par le système de vision comprenant les caméras 210 et l’unité de traitement 220, de la présence effective ou non de plantes à traiter dans la zone Z. Each time a plant to be treated is located in an image by the processing unit 220, its position in the image makes it possible to deduce therefrom its real position on the area being treated, and corresponding data is transmitted with spray control unit 120. [0036] According to one aspect of the invention, the control unit 120 is capable of controlling the spraying so as, in the first place, to achieve during the movement of the machine a uniform spraying of the area to be treated at the same time. using all of the second series of nozzles 110b. Preferably, the control circuit 120 and/or the constitution of the nozzle supply circuit are configured so that the dose applied by the nozzles 110b is essentially uniform over the whole of the area to be treated, in particular by taking into account the losses load in supply line 112b. This uniform spraying is implemented independently of the detection, by the vision system comprising the cameras 210 and the processing unit 220, of the actual presence or not of plants to be treated in the zone Z.
De préférence, la dose appliquée pour cette pulvérisation uniforme (en général définie par un poids ou un volume de produit par unité de surface traitée) est égale à une fraction, par exemple de 10 à 40%, préférentiellement autour de 20% pour un herbicide, de la dose nominale préconisée, cette dose étant appliquée par commande appropriée de la ou des vannes de contrôle 114b ou 115b associée(s) à la deuxième série de buses. Preferably, the dose applied for this uniform spraying (generally defined by a weight or a volume of product per unit of surface treated) is equal to a fraction, for example from 10 to 40%, preferably around 20% for a herbicide , of the recommended nominal dose, this dose being applied by appropriate control of the control valve(s) 114b or 115b associated with the second series of nozzles.
En parallèle de ce fonctionnement en continu, le système est configuré pour que, lorsqu’une plante à traiter est identifiée dans une image prise par une caméra 210, une pulvérisation locale de produit soit effectuée à l’emplacement où la plante a été identifiée. A cet effet, l’unité de traitement 220 adresse à l’unité de commande de pulvérisation 120 les données permettant à cette dernière de déterminer laquelle des buses 110a de la première série de buses doit être activée et à quel instant (en fonction notamment de la vitesse d’avancement de l’engin), comme décrit dans les précédentes demandes de brevets au nom de la Demanderesse, et la consigne d’ouverture est adressée à l’instant précité (en tenant compte des éventuelles latence) à la vanne de contrôle correspondante. In parallel with this continuous operation, the system is configured so that, when a plant to be treated is identified in an image taken by a camera 210, a local spraying of product is carried out at the location where the plant has been identified. To this end, the processing unit 220 sends the spraying control unit 120 the data allowing the latter to determine which of the nozzles 110a of the first series of nozzles must be activated and at what instant (depending in particular on the forward speed of the machine), as described in the previous patent applications in the name of the Applicant, and the opening instruction is sent at the aforementioned instant (taking into account any latency) to the valve of corresponding control.
La dose pour cette pulvérisation locale est de préférence proche de la dose nominale préconisée pour le produit considéré, et par exemple de l’ordre de 80 % de la dose nominale si les buses de la deuxième série 112b applique une dose égale à 20% de la dose nominale. En variante, et dans le cas où les électrovannes 112a sont à commande proportionnelle, on peut prévoir d’ajuster la dose en fonction d’un ou de plusieurs critères dont le type de plante détectée, le niveau de développement de la plante tel qu’estimé par le système de vision 210, 220, et/ou d’autres facteurs tels que les conditions ambiantes, la vitesse de déplacement de l’engin, etc. The dose for this local spraying is preferably close to the nominal dose recommended for the product in question, and for example of the order 80% of the nominal dose if the nozzles of the second series 112b apply a dose equal to 20% of the nominal dose. As a variant, and in the case where the solenoid valves 112a are proportionally controlled, it is possible to adjust the dose according to one or more criteria including the type of plant detected, the level of development of the plant such as estimated by the vision system 210, 220, and/or other factors such as ambient conditions, machine travel speed, etc.
Ainsi, les buses 110a de la première série permettent de réaliser un traitement localisé et d’efficacité garantie aux plantes à traiter détectées par le système de vision 210, 220, tandis que les buses 110b de la deuxième série appliquent un traitement de sécurité sur l’ensemble de la zone, pour ainsi traiter des plantes qui se seraient pas détectées par le système de vision, quelle qu’en soit la raison (plante trop petite, plante cachée, plante non répertoriée dans le processus de reconnaissance, etc.). Thus, the nozzles 110a of the first series make it possible to carry out a localized treatment of guaranteed effectiveness on the plants to be treated detected by the vision system 210, 220, while the nozzles 110b of the second series apply a safety treatment to the entire area, in order to deal with plants that would not have been detected by the vision system, for whatever reason (plant too small, plant hidden, plant not listed in the recognition process, etc.).
Dans une deuxième forme de réalisation et en référence à la Figure 3, la rampe comporte une série de buses unique 110a, chaque buse étant connectée à une conduite d’alimentation commune 112a par l’intermédiaire d’une vanne de contrôle respective. In a second embodiment and with reference to Figure 3, the boom comprises a series of single nozzles 110a, each nozzle being connected to a common supply line 112a through a respective control valve.
Dans cette réalisation, chaque vanne 112a est à commande progressive, en étant apte à délivrer une dose de produit variable en fonction d’une consigne elle-même variable entre 0 et 100%. In this embodiment, each valve 112a is progressively controlled, being able to deliver a variable dose of product according to a setpoint which is itself variable between 0 and 100%.
En régime permanent, les vannes 112a sont commandées de telle sorte que chacune des buses 110a délivre une dose de produit par exemple de 10 à 40% de la dose nominale, de préférence autour de 20% pour le cas d’un herbicide foliaire. In steady state, the valves 112a are controlled so that each of the nozzles 110a delivers a dose of product, for example from 10 to 40% of the nominal dose, preferably around 20% in the case of a foliar herbicide.
Lorsqu’une plante à traiter est identifiée par le système de vision 210, 220, la buse concernée et les instants de début de de fin de traitement localisé sont déterminés au niveau de l’unité de traitement 220 et l’unité de commande 120. La vanne de contrôle de la buse concernée est alors commandée par l’unité de commande 120 pour réaliser entre les instants de début et de fin calculés, une ouverture plus grande de la vanne de contrôle 112a associée à la buse concernée, pour réaliser pendant cette fenêtre temporelle une pulvérisation à une dose plus élevée, par exemple à la dose nominale pour le produit considéré. When a plant to be treated is identified by the vision system 210, 220, the nozzle concerned and the instants of start and end of localized treatment are determined at the level of the processing unit 220 and the control unit 120. The control valve of the nozzle concerned is then controlled by the control unit 120 to achieve between the calculated start and end times, a greater opening of the control valve 112a associated with the nozzle concerned, to perform during this time window a spraying at a higher dose, for example at the nominal dose for the product in question.
On obtient ainsi les mêmes avantages que pour le premier mode de réalisation. The same advantages as for the first embodiment are thus obtained.
Bien entendu, la présente invention n’est nullement limitée aux formes de réalisation décrites et représentées, mais l’homme du métier saura y apporter de nombreuses variantes et modifications. En particulier : Of course, the present invention is in no way limited to the embodiments described and represented, but those skilled in the art will know how to make numerous variants and modifications thereto. Especially :
- on entend par « buse » aussi bien une buse individuelle qu’un groupe ou grappe de buses, par exemple des buses opérant dans des directions différentes et/ou avec des géométries de pulvérisation différentes ; - “nozzle” means both an individual nozzle and a group or cluster of nozzles, for example nozzles operating in different directions and/or with different spray geometries;
- dans le cas de groupes de buses, les vannes de contrôles associées peuvent comprendre une vanne par buse, une vanne par groupe ou une vanne par sous-groupe ; - in the case of groups of nozzles, the associated control valves may include one valve per nozzle, one valve per group or one valve per sub-group;
- les vannes de contrôle, qu’elles soient en tout ou rien ou à commande progressive, peuvent être réalisées avec toute technologie appropriée, en étant intégrées aux buses ou distinctes des buses ; - the control valves, whether on/off or with progressive control, can be made with any appropriate technology, by being integrated into the nozzles or separate from the nozzles;
- le système de la première forme de réalisation peut être utilisé pour appliquer deux produits différents, par exemple un produit mouillant de façon uniforme avec la deuxième série de buses et un produit de traitement local avec la première série de buses ; - the system of the first embodiment can be used to apply two different products, for example a wetting product uniformly with the second series of nozzles and a local treatment product with the first series of nozzles;
- l’activation d’une buse concernée pour une pulvérisation localisée couvre également l’activation d’un ensemble de buses voisines. - the activation of a nozzle concerned for a localized spraying also covers the activation of a set of neighboring nozzles.
- on entend par « unité de traitement numérique » aussi bien un dispositif de traitement unique qu’un ensemble de dispositifs de traitement, notamment à traitements parallèles, éventuellement répartis en différents emplacements du système de traitement de plantes et associés à des caméras respectives ou des groupes de caméras respectifs. - "digital processing unit" means both a single processing device and a set of processing devices, in particular with parallel processing, possibly distributed at different locations of the plant processing system and associated with respective cameras or respective camera groups.
La présente invention s’applique en agriculture ainsi que dans tout domaine il peut être nécessaire de traiter des plantes, par exemple appliquer un herbicide sur des plantes adventices, notamment le traitement de zones dans le domaine des transports, de l’aménagement urbain, etc. Elle peut être mise en œuvre sur décision d’un opérateur en fonction de son observation du terrain et des opérations à effectuer. The present invention applies in agriculture as well as in any field it may be necessary to treat plants, for example applying a herbicide to weedy plants, in particular the treatment of areas in the field of transport, urban planning, etc. It can be implemented on the decision of an operator according to his observation of the terrain and the operations to be carried out.
Elle peut alternativement être mise en œuvre de façon automatisée ou semi-automatisée en fonction par exemple d’une analyse d’image d’un échantillon du champ à traiter, le choix pouvant être soit un traitement uniforme, soit un traitement localisé, soit une combinaison d’un traitement uniforme et d’un traitement localisé comme décrit dans ce qui précède. It can alternatively be implemented in an automated or semi-automated manner depending for example on an image analysis of a sample of the field to be processed, the choice possibly being either a uniform processing, or a localized processing, or a combination of uniform treatment and spot treatment as described above.

Claims

Revendications Claims
1. Système pour le traitement de plantes, comprenant une rampe de pulvérisation dotée d’une pluralité de buses de pulvérisation réparties sur la rampe et alimentées par un dispositif de commande de pulvérisation, le système comprenant un ensemble de caméras aptes à prendre des images d’une zone à traiter, un dispositif de traitement numérique apte à analyser les images prises par la caméra, à identifier des plantes à traiter et à appliquer des consignes au dispositif de commande de pulvérisation en vue de pulvériser au moins un produit sur des plantes à traiter, le système étant caractérisé en ce que les buses de pulvérisation et le dispositif de commande de pulvérisation sont configurés pour appliquer une dose généralement uniforme d’un produit sur la zone à traiter indépendamment de l’identification de plantes à traiter dans les images, et pour appliquer localement une dose complémentaire d’un produit sur des plantes à traiter identifiées par le dispositif de traitement numérique. 1. System for the treatment of plants, comprising a spray boom equipped with a plurality of spray nozzles distributed over the boom and fed by a spray control device, the system comprising a set of cameras capable of taking images of an area to be treated, a digital processing device able to analyze the images taken by the camera, to identify plants to be treated and to apply instructions to the spray control device with a view to spraying at least one product on plants to to treat, the system being characterized in that the spray nozzles and the spray controller are configured to apply a generally uniform dose of a product to the area to be treated regardless of the identification of plants to be treated in the images, and to locally apply an additional dose of a product to plants to be treated identified by the digital processing device.
2. Système selon la revendication 1, caractérisé en ce que le produit appliqué pour la dose généralement uniforme et le produit appliqué en dose complémentaire sont constitués par le même produit. 2. System according to claim 1, characterized in that the product applied for the generally uniform dose and the product applied as a complementary dose consist of the same product.
3. Système selon la revendication 1, caractérisé en ce que le produit appliqué pour la dose généralement uniforme et le produit appliqué en dose complémentaire sont des produits différents. 3. System according to claim 1, characterized in that the product applied for the generally uniform dose and the product applied as a complementary dose are different products.
4. Système selon l’une des revendications 1 à 3, caractérisé en ce qu’il comprend deux rangées de buses réparties le long de la rampe, avec une première rangée apte à appliquer la dose généralement uniforme de produit et une deuxième rangée apte à appliquer la dose complémentaire locale sur les plantes identifiées. Il 4. System according to one of claims 1 to 3, characterized in that it comprises two rows of nozzles distributed along the boom, with a first row capable of applying the generally uniform dose of product and a second row capable of apply the local complementary dose to the identified plants. He
5. Système selon les revendications 2 et 4 prises en combinaison, caractérisé en ce que les deux rangées de buses sont reliées par un dispositif d’alimentation à un réservoir de produit commun. 5. System according to claims 2 and 4 taken in combination, characterized in that the two rows of nozzles are connected by a supply device to a common product reservoir.
6. Système selon la revendication 4 ou 5, caractérisé en ce que le dispositif d’alimentation comprend pour la première rangée de buses de pulvérisation une vanne de contrôle individuelle par buse. 6. System according to claim 4 or 5, characterized in that the supply device comprises for the first row of spray nozzles an individual control valve per nozzle.
7. Système selon la revendication 6, caractérisé en ce que le dispositif d’alimentation comprend pour la deuxième rangée de buses une vanne de contrôle commune pour au moins un groupe de buses. 7. System according to claim 6, characterized in that the supply device comprises for the second row of nozzles a common control valve for at least one group of nozzles.
8. Système selon la revendication 6, caractérisé en ce que le dispositif d’alimentation comprend pour la deuxième rangée de buses une vanne de contrôle par buse. 8. System according to claim 6, characterized in that the supply device comprises for the second row of nozzles a control valve per nozzle.
9. Système selon la revendication 1 ou 2, caractérisé en ce qu’il comprend une rangée de buses réparties le long de la rampe et auxquelles sont associées des vannes de contrôle respectives ayant au moins deux états d’ouverture, le dispositif de commande de pulvérisation étant apte à amener simultanément les vannes de contrôle dans un premier état permettant d’appliquer la dose généralement uniforme de produit et à amener ponctuellement au moins une buse identifiée à partir d’une reconnaissance de plante par le dispositif de traitement numérique dans un deuxième état dans lequel la dose de produit est augmentée. 9. System according to claim 1 or 2, characterized in that it comprises a row of nozzles distributed along the ramp and with which are associated respective control valves having at least two opening states, the control device for spray being able to simultaneously bring the control valves into a first state allowing the generally uniform dose of product to be applied and to bring punctually at least one nozzle identified from plant recognition by the digital processing device in a second state in which the dose of the product is increased.
10. Système selon la revendication 9, caractérisé en ce que les vannes de contrôle sont à commande progressive. 10. System according to claim 9, characterized in that the control valves are progressively controlled.
11. Système selon l’une des revendications 1 à 10, caractérisé en ce que la dose généralement uniforme de produit est une fraction d’une dose nominale préconisée pour le produit considéré. 11. System according to one of claims 1 to 10, characterized in that the generally uniform dose of product is a fraction of a nominal dose recommended for the product in question.
12. Système selon les revendications 2 et 11 prises en combinaison, caractérisé en ce que la dose complémentaire de produit, ajoutée à la dose généralement uniforme, aboutit environ à une dose nominale préconisée pour le produit considéré. 12. System according to claims 2 and 11 taken in combination, characterized in that the additional dose of product, added to the generally uniform dose, results approximately in a nominal dose recommended for the product in question.
EP22717257.4A 2021-03-26 2022-03-22 System for treating plants especially in agriculture Pending EP4312496A1 (en)

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