WO2022202933A1 - Système de soutien agricole - Google Patents

Système de soutien agricole Download PDF

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Publication number
WO2022202933A1
WO2022202933A1 PCT/JP2022/013681 JP2022013681W WO2022202933A1 WO 2022202933 A1 WO2022202933 A1 WO 2022202933A1 JP 2022013681 W JP2022013681 W JP 2022013681W WO 2022202933 A1 WO2022202933 A1 WO 2022202933A1
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WIPO (PCT)
Prior art keywords
machine
agricultural
information
unit
growth
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PCT/JP2022/013681
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English (en)
Japanese (ja)
Inventor
博之 原
裕嗣 渡部
修司 武田
潔 本多
ラサリン シナショウティラナン
Original Assignee
株式会社クボタ
ＬｉｓｔｅｎＦｉｅｌｄ株式会社
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Priority claimed from JP2021052093A external-priority patent/JP7517654B2/ja
Application filed by 株式会社クボタ, ＬｉｓｔｅｎＦｉｅｌｄ株式会社 filed Critical 株式会社クボタ
Publication of WO2022202933A1 publication Critical patent/WO2022202933A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/02—Agriculture; Fishing; Forestry; Mining

Definitions

  • the present invention relates to an agricultural support system.
  • Patent Document 1 is known as a technology for renting work machines.
  • a work machine rental system disclosed in Patent Document 1 includes a first management server having a communication unit capable of outputting first information about a work machine when a rental reservation for the work machine is made; and a second management server having a storage unit for storing second information related to the working machine.
  • the second management server has an issuing unit that refers to the first information and the second information stored in the storage unit and issues command information including permission or non-permission to rent the work machine.
  • the agricultural support system disclosed in Patent Document 2 includes a data collection device that is installed in an agricultural machine that performs farm work in a field and that collects farm work data when the farm work is performed by the agricultural machine; a server that stores the agricultural data; and a mobile terminal capable of communicating with the server.
  • the mobile terminal has a creation means capable of creating work content including at least a field and an agricultural machine, and a communication section for transmitting the work content created by the creation means to a server.
  • the present invention aims to smoothly perform agricultural work that is optimal for growing crops without being restricted as much as possible by the number of agricultural machines.
  • An agricultural support system includes a data storage unit that stores data related to agriculture in a field where crops can be planted, and a growth state of the crop based on the data stored in the data storage unit. a growth prediction unit that predicts; a plan creation unit that creates a plan for farm work when cultivating the crop based on the growth state of the crop predicted by the growth prediction unit; and a plurality of farms used in the farm work.
  • the data storage unit stores, as the data, at least weather information of the field, fertilizer application information when fertilizer is applied to the field, soil information of the field, crop harvest information, and crop growth information. Either one is stored, and the growth prediction unit predicts the growth of the crop based on one of the weather information, the fertilization information, the soil information, the harvest information, and the growth information.
  • the plan creation unit creates a plan for farm work during cultivation of the crops in correspondence with the growth of the crops predicted by the growth prediction unit.
  • the machine storage unit is provided in a management device to which an external terminal can be connected, and the machine request unit is provided in the external terminal and provides the management device with the usage information. Make requests for machines and borrowed hours.
  • the adjuster rents out the machines in use during the borrowed time. decide that it is not possible.
  • the adjustment unit determines that the machine cannot be rented out during the borrowed time
  • the requested borrowing is completed within the work period of the farm work indicated in the farm work plan. change the time.
  • the adjustment unit notifies the external terminal of the change in the borrowed time.
  • the farm work plan is executed within the work period of the farm work indicated in the farm work plan. Adjustments are made to change the borrowed time to non-work time and change another non-work time indicated in the farm work plan to work time for performing the farm work.
  • the plan creation unit notifies the external terminal of the farm work plan
  • the adjustment unit notifies the external terminal of a change in the farm work plan
  • the adjustment unit determines that the machine to be used cannot be rented during the borrowing time, the machine to be used is changed to another agricultural machine of a different model that can be rented.
  • the coordinator notifies of a change in the machine used.
  • the machine storage unit is provided in a management device to which an external terminal can be connected, and the management device receives information about agricultural machines that can be rented from the external terminal and stores the information. It is stored in the mechanical storage unit.
  • farm work that is optimal for growing crops can be performed smoothly without being restricted by the number of agricultural machines.
  • FIG. 1 is a schematic diagram of an agricultural support system
  • FIG. FIG. 2 is an image diagram of various data related to agriculture and sharing of agricultural machinery
  • It is a figure which shows an example of the relationship between the growth condition (plant height) and tillage.
  • It is a figure which shows an example of the relationship between the growth condition (plant height) and puddling.
  • It is a figure which shows an example of the relationship between the growth condition (plant height) and basal fertilizer.
  • It is a figure which shows an example of the relationship between the growth condition (amount of shirata rice) and harvest cloth.
  • the agriculture support system 100 of this embodiment is a system that supports agriculture for growing crops in a predetermined area.
  • the agriculture support system 100 includes a management device 10 and an external terminal 20.
  • the management device 10 is a server or the like for managing agriculture.
  • the external terminal 20 is a terminal device such as a computer, a smart phone, or a tablet terminal that can be operated by a farm worker who performs farm work or an administrator who supervises and manages farm work. Although three external terminals 20 are provided in the example shown in FIG. 1, at least one or more external terminals 20 are provided according to the number of workers such as farmers.
  • the external terminal 20 communicates with the management device 10 via a wide area network such as the Internet.
  • the management device 10 has a data storage unit 11 .
  • the data storage unit 11 is composed of a non-volatile memory or the like, and stores various data related to agriculture.
  • the data storage unit 11 stores data relating to fields where crops can be planted.
  • the data storage unit 11 stores weather information F1 of the field H1, fertilization information F2 when the field H1 was fertilized, soil information F3 of the field H1, harvest information F4 of the crops cultivated in the field H1, and At least one of the current growth information F5 of crops in the field H1 is stored.
  • the weather information F1 includes wind direction, wind speed, temperature, humidity, weather (sunny, cloudy, rain, thunder, snow), rainfall amount, snowfall amount, probability of precipitation, atmospheric pressure, or atmospheric pressure distribution in the field or around the field. contains information that varies with the date and time of observation.
  • the management device 10 acquires weather information stored in the server by connecting to a server installed in the Meteorological Agency that manages weather information or a provider company that provides weather information, and stores the weather information in the data storage unit. 11 can be stored.
  • Meteorological information includes actual wind direction, wind speed, temperature, humidity, weather (sunny, cloudy, rain, thunder, snow), rainfall, snowfall, probability of precipitation, pressure, or pressure distribution in or around the field. ing.
  • short-term forecasted weather information such as several minutes, tens of minutes, or hours from now, or medium- and long-term forecasted weather information such as several days, weeks, or months from now may be acquired by the management device 10 from the server and stored in the data storage unit 11 .
  • the fertilization information F2 includes the amount of spraying and the type of fertilizer at a predetermined position when the spraying agent is sprayed on the field by a sprayer or the like.
  • the management device 10 can acquire fertilization information from the computer and store the fertilization information in the data storage unit 11 by connecting to a computer or the like that manages the spreader or the spread.
  • the soil information F3 includes information indicating the soil components (chemical components) and soil hardness of the field H1.
  • the soil information may be information obtained by sampling soil with a soil sampling device and performing chemical analysis or the like on the sampled soil, or may be information obtained by sensing the field H1 using an artificial satellite, an unmanned flying vehicle, or the like. It may be information obtained by performing and analyzing spectral data at the time of sensing.
  • the management device 10 acquires soil information from the server by connecting to a server that provides data obtained by chemically analyzing the soil of the field H1 or a server that provides sensing data of the field H1, and stores the soil information as data. It is possible to store it in the storage unit 11 .
  • the harvest information F4 includes the harvest amount and the harvest date and time at a predetermined position when the crop is harvested by a harvester such as a combine harvester.
  • a harvester such as a combine harvester.
  • the management device 10 can acquire harvesting information during the harvesting period or from the computer, and store the harvesting information in the data storage unit 11 .
  • the harvest information F4 may include the result of estimating the harvest amount by sensing the field H1 using an artificial satellite, an unmanned air vehicle, or the like before harvesting the crop, and analyzing the spectrum data at the time of the sensing. .
  • the growth information F5 includes information indicating the growth status of the crop obtained by sensing the field H1 by an artificial satellite, an unmanned air vehicle, or the like after planting the crop, and analyzing the spectrum data at the time of the sensing.
  • the growth information F5 is, for example, vegetation such as DVI, RVI, NDVI, GNDVI, SAVI, TSAVI, CAI, MTCI, REP, PRI, or RSI for the captured image when crops are captured from above the field. It also includes information obtained by analyzing the index.
  • the management device 10 has a growth prediction section 12 .
  • the growth prediction unit 12 is composed of an electrical/electronic circuit, a program, or the like provided in the management device 10 .
  • the growth prediction unit 12 predicts the growth (growth status) of crops based on the data stored in the data storage unit 11 .
  • the crop growth (growth status) predicted by the growth prediction unit 12 includes, for example, crop height, crop stem, leaf, and fruit size, crop stem, leaf, and fruit color, and crop disease status. , deterioration of crops by pests, degree of lodging of crops, etc.
  • the growth prediction unit 12 has various growth models according to the growth situation of crops to be predicted. For example, by applying the current growth information F5 and the weather information F1 to a predetermined growth model, the growth (growth status) of the crop, including the transition of the height of the crop, the color of the stems, leaves, and fruits of the crop, and the color of the crop. Predict the state of disease and the deterioration of crops due to pests.
  • the growth prediction unit 12 applies the fertilization information F2 and the harvest information F4, which are the results of past fertilization, to the growth model, so that the growth (growth status) of the crop can be determined based on the size of the stem, leaves, and fruits of the crop. , lodging degree, etc.
  • the weather information F1 is included in the weather information F1, and the weather information F1 is applied to the growth model to predict growth.
  • Section 12 may predict crop growth.
  • the weather information F1 may be updated daily based on the actual weather observation results, and the crop growth prediction by the growth prediction unit 12 may also be updated daily based on the weather information F1.
  • the growth prediction of crops by the growth prediction unit 12 is probabilistic prediction. For this reason, for example, the growth prediction unit 12 may probabilistically predict growth events such as flowering and ripening schedules of crops, calculate the reliability probabilistically, and notify farmers and the like. .
  • the prediction in the growth prediction unit 12 described above is an example and is not limited.
  • weather information F1, fertilization information F2, soil information F3, harvest information F4, or growth information F5 is input to a computer that predicts the growth of crops, and deep learning is performed by the computer.
  • a model may be constructed and the trained model may be used to predict the growth (growth status) of crops.
  • the management device 10 has a plan creating section 13 .
  • the plan creating unit 13 is composed of an electrical/electronic circuit or program provided in the management device 10 .
  • the plan creation unit 13 creates a plan for farm work when cultivating crops based on the growth (growth status) of the crops predicted by the growth prediction unit 12 .
  • the plan creating unit 13 creates work contents of agricultural work during cultivation of crops in accordance with the growth predicted by the growth predicting unit 12 .
  • the contents of the work include bed soil making, furrowing, plowing, seeding, rice planting, paddy plowing, ditch cutting, weeding (spraying pesticides, weeding), top dressing, harvesting, and the like.
  • FIGS. 3A to 3F show an example of growth (growth status) predicted by the growth prediction unit 12.
  • the growth prediction unit 12 shows the transition W1 of the plant height when tilling is performed during the period from 4/10 to 4/19, and the period from 3/29 to 4/10. and the transition W3 of the plant height when tilling is performed after 4/20.
  • the plan creation unit 13 selects, for example, the transition W1 in which the plant height is the longest as the best transition (pattern) of the plant height, and tills during the period from 4/10 to 4/19 corresponding to the transition W1. set that.
  • the growth prediction unit 12 predicted the transition W4 of plant height when puddling was performed during the period from April 10 to 19, and the transition W5 of plant height when puddling was not performed. and In this case, the plan creating unit 13 selects the transition W4 as the best transition of plant height, and sets that puddling is to be performed during the period from 4/20 to 4/30 corresponding to the transition W4.
  • the growth prediction unit 12 shows the transition W6 of the plant height when basal fertilizer (fertilizer application) was performed during the period from April 25 to May 5, and the plant height when basal fertilizer (fertilizer application) was not performed.
  • the plant height transition W7 is predicted.
  • the plan creating unit 13 selects transition W6 as the best transition of plant height, and sets basal fertilizer (fertilizer application) to be performed during the period from April 25 to May 5 corresponding to the transition W6.
  • the growth prediction unit 12 indicates the transition W8 of the plant height when rice was planted during the period from May 1 to May 9, and the tillage during the period from May 10 to May 19. and a plant height transition W10 when plowing is performed after 5/20.
  • the plan creation unit 13 selects the transition W8 as the best transition of the plant height, and sets the rice planting to be performed during the period from May 1 to May 9 corresponding to the transition W8.
  • the growth prediction unit 12 changes the plant height W11 when agricultural chemicals were sprayed during the period from June 15 to June 30, and tilled during the period from July 1 to July 9. It is assumed that the transition W12 of the plant height in the case of 7/10 and the transition W13 of the plant height in the case of tilling after 7/10 are predicted. In this case, the plan creation unit 13 selects the transition W11 as the best transition of the plant height, and sets the agricultural chemical spraying to be performed during the period from June 15 to June 30 corresponding to the transition W11.
  • the plan creation unit 13 selects the best plant height transition as the best plant height transition, but it is not limited to this.
  • the plan creation unit 13 may select another plant height transition state, such as the transition in which the plant height is the least elongated or the transition in which the plant height is increased by a predetermined length, as the best transition of the plant height.
  • the growth prediction unit 12 predicts the change W14 of the amount of shirata rice when harvesting is performed from 9/1 to 9/15, and It is assumed that a transition W15 of the amount of shirata rice when harvesting is performed and a transition W16 of the amount of shirata rice when harvesting is performed after 10/11 are predicted.
  • the plan creation unit 13 selects the transition W15 with the smallest amount of shirata rice as the best pattern, and sets harvesting to be performed during the period from 9/16 to 10/10 corresponding to the transition W15.
  • FIG. 4 shows an example of a farm work plan created by the plan creation unit 13.
  • the plan creation unit 13 selects the optimum time for carrying out farm work based on the growth conditions of the crops predicted by the growth prediction unit 12, and creates a farm work plan for carrying out the farm work as shown in FIG. .
  • the plan information indicating the farm work plan created by the plan creation unit 13 is stored in the data storage unit 11 provided in the management device 10 or another storage unit. Further, when the farm worker or administrator performs a predetermined operation on the external terminal 20, the external terminal 20 acquires the plan information from the management device 10, and displays the farm work plan on the display unit 21 based on the plan information. to display.
  • the agricultural support system 100 supports sharing of agricultural machines such as a tractor 31, a rice transplanter 32, and a combine 33 (see FIG. 2) used in farm work.
  • the management device 10 registers a plurality of lendable agricultural machines by receiving information on lendable agricultural machines, and shares agricultural machines necessary for farm work among farm workers in a predetermined area. Assist.
  • the management device 10 includes a registration unit 14 and a machine storage unit 15.
  • the registration unit 14 is configured by an electrical/electronic circuit or program provided in the management device 10 .
  • the registration unit 14 registers in the management device 10 information about agricultural machines and the like used in farm work.
  • the machine storage unit 15 is composed of a non-volatile memory and stores information regarding a plurality of agricultural machines.
  • the registration unit 14 registers the agricultural machine as shown in FIG. and a screen (registration screen) M1 for registering the owner is displayed on the external terminal 20 .
  • owner information of the agricultural machine for example, name, address, email address, telephone number, etc.
  • agricultural machine information on the agricultural machine for example, type of agricultural machine (tractor, combine, rice transplanter, (sprayer, lawn mower, etc.), agricultural machine manufacturer, model number, appearance picture, etc.
  • type of agricultural machine tractor, combine, rice transplanter, (sprayer, lawn mower, etc.), agricultural machine manufacturer, model number, appearance picture, etc.
  • the registration unit 14 After the farm worker performs a predetermined operation on the external terminal 20 and inputs the owner information and the agricultural machine information in the predetermined input fields of the registration screen M1, the input contents are determined ("OK" in the registration screen M1). key). Then, the registration unit 14 causes the machine storage unit 15 to store (register) the owner information and the machine information input on the registration screen M1 in association with each other. By repeatedly executing this information registration procedure, registration information including a plurality of pieces of agricultural machine information and owner information associated with each piece of agricultural machine information as shown in FIG. stored as
  • a predetermined area (city, town, village, union, etc.) for farming is defined as one community (community), and only farmers who belong to the community can register agricultural machine information and owner information. Alternatively, any farmer may be allowed to register agricultural machinery information and owner information regardless of community.
  • the external terminal 20 ( FIG. 1 ) has a display section 21 and a machine request section 22 .
  • the display unit 21 can display various information, and is composed of a liquid crystal panel, organic EL, or the like. As shown in FIG. 4 , the display unit 21 can display a farm work plan (farm work plan) created by the plan creation unit 13 .
  • the farm worker refers to the farm work plan and decides the agricultural machine to be used in the field H1 and the date and time to use the agricultural machine. If the number of agricultural machines required for farm work is insufficient, or if the farm worker does not own the agricultural machines required for farm work, the farm worker operates the external terminal 20 to make a borrowing request for agricultural machines ( request for borrowing) to the management device 10 .
  • the machine request unit 22 is composed of an electric/electronic circuit or program provided in the external terminal 20.
  • the machine requesting unit 22 selects a used machine, which is an agricultural machine used for farm work, from among a plurality of agricultural machines stored in the machine storage unit 15 of the management device 10 and the borrowing time (borrowing request) of the used machine days).
  • the machine requesting unit 22 causes the display unit 21 to display the input screen M2 shown in FIG.
  • the input screen M2 is a screen for inputting borrowing information for borrowing a working machine, which is an agricultural machine that a farm worker or the like wants to use in farm work.
  • the borrowing information includes personal information Q1 and desired information Q2.
  • the personal information Q1 includes the name, address, e-mail address, and telephone number of the farm worker.
  • the desired information Q2 includes the type of machine to be used, the number of machines, and the rental time.
  • Input fields for inputting these pieces of information are respectively provided on the input screen M2. Among them, in the input field for borrowing time, any one of the time, time period, date, and period for which the agricultural machine is to be borrowed can be entered. Note that the debit information is not limited to the above information.
  • the machine requesting unit 22 transmits the personal information Q1 and the desired information Q2 input on the input screen M2 to the management device 10 .
  • the borrowing request for the machine to be used by the external terminal 20 as described above can be made only at a predetermined time or more (for example, one week before) before the time at which the machine is to be borrowed.
  • a deadline for requesting the borrowing of a machine to be used may be set for each agricultural work indicated in the agricultural work plan created by the plan creating unit 13 of the management device 10, and the borrowing request by the external terminal 20 may be restricted. good.
  • the management device 10 has an adjustment unit 18 .
  • the adjustment unit 18 is composed of an electric/electronic circuit, a program, or the like provided in the management device 10 .
  • the management device 10 receives the borrowing request for the used machine transmitted from the machine requesting unit 22 of the external terminal 20, the adjusting unit 18 stores the borrowing request in the machine storage unit 15, and based on the borrowing request. Organize the machine sharing situation. Further, the adjustment unit 18 causes the data storage unit 11 provided in the management device 10 or other storage units to store the sharing information indicating the sharing status of the organized agricultural machines.
  • the external terminal 20 acquires (receives) the sharing information indicating the sharing status of the agricultural machines organized by the adjustment unit 18 from the management device 10. do. Based on the sharing information, the external terminal 20 causes the display unit 21 to display a confirmation screen M3 showing the sharing status of the agricultural machine as shown in FIG.
  • the confirmation screen M3 displays the type and number of agricultural machines stored (registered) in the machine storage unit 15 of the management device 10, that is, the agricultural machines owned by the community.
  • the borrowing request status (a list showing the number of borrowing requests for each date and each applicant) of the machines to be used for which borrowing requests have been made during a predetermined period is also displayed on the confirmation screen M3.
  • the desired number of tractors to be borrowed during the period of tillage work (April 10 to April 19) is A list is displayed for each date and for each farm worker A to G.
  • the debit information (personal information Q1 and desired information Q2 in FIG. 6) corresponding to the number is selected. ) is displayed on the display unit 21 .
  • the display unit 21 may display a screen showing only the debit information column in the input screen M2.
  • the adjustment unit 18 adjusts at least one of the used machine, the borrowed time, and the farm work plan when the borrowed machine cannot be rented during the borrowed time.
  • the adjustment unit 18 determines that the number of machines to be borrowed is greater than the number of machines that can be rented on 4/12, 4/14, and 4/16, which are the borrowing times (desired borrowing dates). It is determined that some of the machines used cannot be rented during the borrowed time.
  • the adjustment unit 18 determines that some of the machines cannot be rented during the borrowing hours of 4/12, 4/14, and 4/16, the tilling work period indicated in the farm work plan From April 10th to April 19th. Specifically, first, the adjusting unit 18 focuses on the total number of borrowed machines for each day of the tillage work period. Then, the adjustment unit 18 shifts the desired number of borrowed machines for which the borrowing time is on a day when the total number of machines desired to be borrowed is greater than the number of machines owned, to a day when the total number of machines desired to be borrowed is less than the number of machines owned. Change the borrowing time of some of the machines used.
  • the adjustment unit 18 transfers the three tractors that the farm worker A wishes to borrow on April 16th as shown in FIG. 8 to April 15th as shown in FIG. Change the borrowing time of 3 tractors.
  • the adjustment unit 18 transfers the one tractor that the farm worker B has requested to borrow on April 12th as shown in FIG. 8 to April 13th as shown in FIG. Change the borrowing time.
  • the adjustment unit 18 shifts the two tractors that the farm worker E requested to borrow on April 14 as shown in FIG. 8 to April 15 as shown in FIG. Change the borrowing time.
  • the adjustment unit 18 stores the sharing information indicating the sharing situation reflecting the change in the data storage unit 11 of the management device 10 or another storage unit.
  • the external terminal 20 acquires the sharing information from the management device 10 by performing a predetermined operation on the external terminal 20 by a farm worker or the like, and based on the sharing information, an agricultural system as shown in FIG.
  • the display unit 21 is caused to display a confirmation screen M3 showing the sharing status after the borrowing time of the machine is changed.
  • the adjustment unit 18 notifies the person who wishes to borrow the machine to be used (such as a farm worker) of the details of the change. More specifically, for example, the adjustment unit 18 can be controlled by the external terminal 20 owned by the applicant for borrowing, the external terminal 20 operated by the applicant for the borrowing machine at the time of the borrowing request (the external terminal 20 that has sent the borrowing request). , or to the e-mail address (see FIG. 5) of the borrower who wishes to borrow, notifies (sends) borrowing change information indicating the content of the change in the borrowing time of the machine to be used.
  • the coordinator 18 sends the external terminal 20 owned by the farm worker A, etc., the desired borrowing dates of the three machines on 4/16 to 4/16. 15 is notified.
  • the adjusting unit 18 notifies the external terminal 20 or the like owned by the farm worker B of borrowing change information indicating that the desired borrowing date for one machine to be used on April 12th has been changed to April 13th.
  • the adjustment unit 18 notifies the external terminal 20 or the like owned by the farm worker E of borrowing change information indicating that the desired borrowing date for the two machines used on April 14th has been changed to April 15th.
  • Information indicating the reason for changing the borrowing time may be included in the borrowing change information.
  • the external terminal 20 or the like When the external terminal 20 or the like receives the borrowing change information from the management device 10, it causes the display unit 21 to display the content of the borrowing change information. As a result, the change in the borrowing time of the machine to be used is notified to the borrower.
  • sharing information indicating the sharing status after changing the borrowing time of the agricultural machine may be transmitted from the management device 10 to the external terminal 20 or the like owned by the borrower.
  • the external terminal 20 or the like displays a confirmation screen M3 showing the sharing situation after the borrowing time of the agricultural machine is changed as shown in FIG. 9 on the display unit 21 based on the sharing information. may be displayed.
  • the adjustment unit 18 when the adjustment unit 18 determines that the machine cannot be rented during the borrowed time, the adjustment unit 18 changes the borrowed time (desired borrowing date) of the used machine. , within the work period of farm work shown in the farm work plan (FIG. 6) created by the plan creation unit 13, the work hours (work days or work hours) for performing farm work or the holiday times for not performing farm work (holidays or meeting time) may be changed.
  • a farm work plan is adjusted so that days other than the above are changed to work hours (work days) for performing farm work, and the changed contents are stored in a data storage part 11 provided in the management device 10 or other storage parts. Then, the adjustment unit 18 notifies the farm worker or the like of such changes in the farm work plan via the external terminal 20 or the like. By making such a notification, it is possible to prompt the farm worker to change the time for performing farm work and the time for renting the machine to be used.
  • the adjusting unit 18 determines that the machine to be used cannot be rented during the borrowing time, the machine to be used for which the borrowing request has been made may be changed to another lendable agricultural machine of a different model. For example, in the organized sharing situation, if the adjustment unit 18 determines that the borrowed machine is a large tractor and the large tractor cannot be rented during the borrowed time, Adjust the machine used so that it can be changed to a medium-sized tractor that can be rented. Then, the adjustment unit 18 stores the changed content of the machine to be used in the data storage unit 11 or other storage unit provided in the management device 10, and transmits the changed content to the machine to the farm worker via the external terminal 20 or the like. etc. By making such a notification, it is possible to prevent the agricultural machine from being unable to perform farm work during the borrowed time.
  • the management device 10 acquires from the external terminal 20 the borrowing change information indicating the details of the change in the machine used or the borrowing time performed on the external terminal 20, the adjusting unit 18, based on the borrowing change information,
  • the sharing information indicating the sharing status of the agricultural machine is updated, and the updated sharing information is stored in the data storage unit 11 provided in the management device 10 or other storage units.
  • the agriculture support system 100 of this embodiment described above has the following configuration and effects.
  • the agriculture support system 100 of the present embodiment includes a data storage unit 11 that stores data related to agriculture in fields where crops can be planted, and a growth system that predicts the growth state of the crops based on the data stored in the data storage unit 11 .
  • a prediction unit 12, a plan creation unit 13 that creates a plan for agricultural work when cultivating crops based on the growth status of the crops predicted by the growth prediction unit 12, and information about a plurality of agricultural machines used in the agricultural work.
  • a machine storage unit 15 for storing data; and a machine request unit 22 for requesting a used machine, which is an agricultural machine used for farm work, from among the plurality of agricultural machines stored in the machine storage unit 15 and the borrowed time of the used machine.
  • an adjustment unit 18 that adjusts the borrowed time of the used machine when the used machine requested by the machine request unit 22 cannot be rented during the borrowed time.
  • the growth prediction unit 12 can predict the growth of crops, and the plan creation unit 13 can construct a farm work plan according to the predicted growth of the crops.
  • a farm worker or the like can borrow an agricultural machine (used machine) to carry out farm work.
  • you can adjust the borrowing time if there are too many agricultural machines (machines to be used) that you want to borrow from the agricultural machines that can be rented, and it is not possible to borrow the agricultural machines (machines to be used) for the desired borrowing time, you can adjust the borrowing time. Therefore, it is possible to smoothly perform farm work without delay using the agricultural machine (used machine) during the borrowed time after adjustment. In other words, farm work that is optimal for growing crops can be performed smoothly without being restricted by the number of agricultural machines as much as possible.
  • the data storage unit 11 stores at least one of field weather information, fertilizer application information when fertilizer is applied to the field, field soil information, crop harvest information, and crop growth information as data. is stored, and the growth prediction unit 12 predicts the growth of crops based on any one of weather information, fertilization information, soil information, harvest information, and growth information. According to this, the growth of crops can be easily predicted. In addition, it is possible to predict the growth of crops according to seasonal forecasts that change from year to year and actual weather changes based on weather information. Then, based on the growth prediction of crops, it is possible to appropriately create a plan for farm work and efficiently make a borrowing request for agricultural machinery. In particular, it is possible to improve the accuracy of planning of agricultural work and the efficiency of borrowing agricultural machinery compared to the case based on a fixed crop growth calendar or crop growth forecast based on a fixed and average weather scenario. It becomes possible.
  • the plan creation unit 13 creates a plan for farm work during cultivation of crops in correspondence with the growth of the crops predicted by the growth prediction unit 12 . According to this, it is possible to easily create the optimum agricultural work for growth.
  • the machine storage unit 15 is provided in the management device 10 to which the external terminal 20 can be connected, and the machine request unit 22 is provided in the external terminal 20 and requests the management device 10 to and requests for borrowed time. According to this, using the external terminal 20 possessed by a farm worker or manager, a request for a machine to be used and a request for borrowed time can be made.
  • the adjustment unit 18 determines that the machines cannot be rented out during the borrowed time. do. For example, in the case of setting up a community for agricultural work in a predetermined area, etc., if the number of machines used exceeds the number of agricultural machines owned by the community (agricultural machines stored in the machine storage unit 15), lending is possible. It is possible to operate the community smoothly, such as not being able to
  • the adjustment unit 18 when the adjustment unit 18 determines that the machine cannot be rented during the borrowed time, it changes the requested borrowed time within the work period of the farm work indicated in the farm work plan. According to this, it is possible to perform farm work without delay using the machine in use within the work period of the farm work that is most suitable for the growth.
  • the adjustment unit 18 notifies the external terminal 20 of the change in the borrowed time. According to this, the agricultural worker can easily grasp that the agricultural machine can be used in another borrowed time.
  • the adjustment unit 18 determines that the machine cannot be rented during the borrowed time, the adjustment unit 18 adjusts the farm work plan within the work period of the farm work indicated in the farm work plan, The time is changed to a closed time during which no agricultural work is performed, and another closed time indicated in the agricultural work plan is changed to a working time during which agricultural work is performed. According to this, it is possible to smoothly perform farm work without delay using the agricultural machine (used machine) during the changed working time. In other words, farm work that is optimal for growing crops can be performed smoothly without being restricted by the number of agricultural machines as much as possible.
  • the plan creation unit 13 notifies the external terminal 20 of the farm work plan
  • the adjustment unit 18 notifies the external terminal 20 of changes in the farm work plan. According to this, the farm worker can easily and optimally cultivate crops based on the farm work plan created by the plan creating unit 13 . In addition, the farm worker can easily grasp that farm work can be done using the machine in use during the changed working hours.
  • the adjusting unit 18 when the adjusting unit 18 determines that the used machine cannot be rented during the borrowed time, it changes the used machine to another lendable agricultural machine of a different model. According to this, farm work can be performed smoothly using the changed machine. In other words, farm work that is optimal for growing crops can be performed smoothly without being restricted by the number of agricultural machines as much as possible.
  • the adjustment unit 18 notifies the change of the machine used. According to this, the farm worker can easily grasp that farm work can be performed using the changed machine.
  • the machine storage unit 15 is provided in the management device 10 to which the external terminal 20 can be connected, and the management device 10 receives information about agricultural machines that can be rented from the external terminal 20 and stores the information. Store in the mechanical storage unit 15 . According to this, agricultural machines that can be easily rented out by farmers who own agricultural machines can be stored in the machine storage unit 15 of the management device 10 using the external terminal 20 .
  • Management device 11 Data storage unit 12: Growth prediction unit 13: Plan creation unit 14: Registration unit 15: Machine storage unit 18: Adjustment unit 20: External terminal 21: Display unit 22: Machine request unit 31: Tractor (agricultural machine) 32: Rice transplanter (agricultural machinery) 33: Combine (agricultural machinery) F1: Weather information F2: Fertilization information F3: Soil information F4: Harvest information F5: Growth information H1: Field

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Abstract

La présente invention concerne un système (100) de soutien agricole comportant: une unité (11) de stockage de données qui stocke des données se rapportant à l'activité agricole dans un champ (H1) qui peut être planté avec des cultures; une unité (12) de prédiction de croissance qui prédit la croissance de cultures d'après les données stockées dans l'unité (11) de stockage de données; une unité (13) de création de plans qui crée un plan de cultures agricoles lors de la plantation de cultures d'après la croissance de cultures prédite par l'unité (12) de prédiction de croissance; une unité (15) de stockage de machines qui stocke de multiples machines d'usage utilisées dans une culture agricole; une unité (22) de demande de machines qui, parmi les multiples machines d'usage stockées dans l'unité (15) de stockage de machines d'usage, demande une machine d'usage, qui est une machine qui sera utilisée dans une culture agricole, et un moment d'emprunt de ladite machine d'usage; et une unité (18) d'ajustement qui ajuste le moment d'emprunt des machines d'usage dans le cas où la machine d'usage demandée par l'unité (22) de demande de machines ne peut pas être empruntée au moment d'emprunt.
PCT/JP2022/013681 2021-03-25 2022-03-23 Système de soutien agricole WO2022202933A1 (fr)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7351035B1 (ja) * 2023-08-02 2023-09-26 一般社団法人日本の農村を元気にする会 農機具シェアリング支援システム、農機具シェアリング支援プログラム及び農機具シェアリング支援方法

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003168057A (ja) * 2001-12-03 2003-06-13 Ricoh Co Ltd 農機具レンタルシステム、プログラム、及び記録媒体
WO2018138927A1 (fr) * 2017-01-30 2018-08-02 三菱電機株式会社 Dispositif, procédé et programme de traitement d'informations
JP2019125117A (ja) * 2018-01-15 2019-07-25 株式会社日本総合研究所 管理装置及びプログラム
JP2019211889A (ja) * 2018-06-01 2019-12-12 日本電信電話株式会社 リソース予約管理装置およびリソース予約管理方法
JP2020113122A (ja) * 2019-01-15 2020-07-27 株式会社クボタ 営農システム
JP2021009456A (ja) * 2019-06-28 2021-01-28 株式会社クボタ 農業支援装置

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003168057A (ja) * 2001-12-03 2003-06-13 Ricoh Co Ltd 農機具レンタルシステム、プログラム、及び記録媒体
WO2018138927A1 (fr) * 2017-01-30 2018-08-02 三菱電機株式会社 Dispositif, procédé et programme de traitement d'informations
JP2019125117A (ja) * 2018-01-15 2019-07-25 株式会社日本総合研究所 管理装置及びプログラム
JP2019211889A (ja) * 2018-06-01 2019-12-12 日本電信電話株式会社 リソース予約管理装置およびリソース予約管理方法
JP2020113122A (ja) * 2019-01-15 2020-07-27 株式会社クボタ 営農システム
JP2021009456A (ja) * 2019-06-28 2021-01-28 株式会社クボタ 農業支援装置

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7351035B1 (ja) * 2023-08-02 2023-09-26 一般社団法人日本の農村を元気にする会 農機具シェアリング支援システム、農機具シェアリング支援プログラム及び農機具シェアリング支援方法

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