This disclosure generally relates to livestock feeding in farming operations, and more specifically to a system and process for robotic livestock grazing control.
There are over 250 million acres of cropland in the United States. Most of this acreage is used to raise one cash crop per year, such as corn or soybean. During the time of the year when the cash crop is not growing, the land still requires maintenance yet it is not productive. Some farmers choose to plant cover crops and allow livestock grazing in their land during these periods in order to generate income while the cash crops are not producing.
Cover crop planting and livestock grazing practices beneficially increase the fertility of the soil, can reduce or offset costs, and can provide time savings in livestock feeding, providing an overall better performance for the cash crop farming operation. The cover crop itself can enrich the nutrients in the soil through the organic matter the roots provide in the soil. In addition, the grazing process introduces nutrient-rich manure into the soil, further fertilizing it. Further, the use of cover crop grazing in livestock farming reduces the needs and associated costs of harvested feed, lowering labor costs and increasing the grazing time available for livestock each season. The grazing process also leverages the livestock's own habits to fertilize, self-feed, and act as a form of weed control for the non-producing cropland. In addition, this process can also produce grassfed meat, which can demand higher prices in the market. Feeding animals grass is much lower cost than feeding them grains. Thus, cover crop grazing results in additional revenue per acre, better cropland, and decrease fertility and weed control costs.
However, most cropland does not have some of the basic features required for livestock control, such as fencing and gates. Installing fencing is expensive and once installed, maintenance can also be expensive and time consuming. Further, the livestock fencing may be incompatible with the cash crop farming operations, for example due to interference with farming machinery, possibly requiring its removal and installation each year. Moreover, some farmers use rotational grazing to minimize the potential negative impacts of grazing on the cropland, such as soil compaction, high animal density areas, etc., and this rotation process can be labor-intensive and add costs. For example, the system of paddocks typically used to allow animals to move from area to area can be labor intensive and provide opportunities for animals to escape. That said, rotational grazing can have additional benefits. For example, rotational grazing of cover crops may be used to increase carbon fixation into the soil, which may be used as a carbon offset measure, potentially resulting in additional revenue per acre maintained. In addition, if animals are grazed to stay away from the same area for at least 60 days, not allowed to eat the cover crop or weeds to the ground, then the need for antibiotics/vaccines may be reduced or eliminated altogether, improving meat quality, reducing costs, and increasing revenue.
Thus, what is needed is a livestock grazing approach that addresses the deficiencies of the prior art while providing the benefits of the rotational grazing practices.
According to various embodiments of the present invention, a method and apparatus are provided for the control of livestock grazing operations. The system and methods according to this disclosure provide a livestock grazing approach that can drive the industry towards the deprecation of animal feedlots, reduce deforestation, and to increase the availability of grassfed meats, possibly making them more readily available than grainfed counterparts. This will improve human health and dispel the notion that plant-based foods are required for saving the planet.
An apparatus for the control of livestock grazing may include: a fencing mechanism, including a plurality of fencing members flexibly attached to each other and defining a livestock enclosure; a chassis mechanically supporting the fencing mechanism; a drivetrain system mechanically attached to the chassis for moving the apparatus from one grazing area to another; a clearance fencing section, attached to the chassis and securing an area of the enclosure between the chassis and a surface of an area to be grazed, the clearance fencing section configured to be mechanically lifted and dropped to enable the apparatus to move; and a control module, the control module configured to control the drivetrain system to autonomously move the apparatus according to a grazing plan, the control module further configured to raise the clearance fencing section prior to initiating motion and to lower the clearance fencing section upon reaching a desired grazing location. In some examples, the fencing members are configured to fold along flexible attachments to reduce the width of the apparatus so as to enable travel over a highway. In some examples, the apparatus may include a power supply module coupled to the drivetrain system and the control module for providing power. In some examples, the power supply module includes a solar panel. In some examples, the apparatus may include a watering module for providing water to the livestock, the watering module including an antifreeze mechanism configured to be responsive to a temperature sensor detecting a temperature capable of causing water to freeze.
In some examples, the apparatus may include a sensor module, the sensor module communicatively coupled to the control module and comprising at least one camera for capturing a video feed. In some examples, the video feed is of the livestock within the livestock enclosure. In some examples, the video feed is of an area surrounding the livestock enclosure. In some examples, the control module includes video processing software for analyzing the video feed, the video processing software configured to identify animals within the enclosure. In some examples, the control module also may include: video processing software for analyzing the video feed, the video processing software configured to identify predators surrounding the enclosure; threat detection software for generating a notification upon detection of a predator in the video feed; and a communications module, for transmitting the notification to a remote user. In some examples, the control module also may include: livestock monitoring software for monitoring a feature of an identified animal within the enclosure; and a communications module, for transmitting data representative of the feature and the identified animal to a remote database for storage.
In some examples, at least one of the plurality of fencing members is configured to hold water. In some examples, the at least one of the plurality of fencing members is configured to provide said water to a watering module. In some examples, at least one of the plurality of fencing members is configured to be attached to a vehicle, the vehicle configured to pull the apparatus to or from the desired grazing location. In some examples, the vehicle is further configured to detach from the at least one of the plurality of fencing members and to be driven to a different location. In some examples, the vehicle is configured to deliver water to the apparatus.
The figures depict various example embodiments of the present disclosure for purposes of illustration only. One of ordinary skill in the art will readily recognize form the following discussion that other example embodiments based on alternative structures and methods may be implemented without departing from the principles of this disclosure and which are encompassed within the scope of this disclosure.
The Figures and the following description describe certain embodiments by way of illustration only. One of ordinary skill in the art will readily recognize from the following description that alternative embodiments of the structures and methods illustrated herein may be employed without departing from the principles described herein. Reference will now be made in detail to several embodiments, examples of which are illustrated in the accompanying figures.
The above and other needs are met by the disclosed methods and systems for automated robotic control of livestock grazing operations.
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The control module 107 includes hardware and software for controlling the system as further described below. While, for exemplary purposes the system 100 is described with a primary module 107, any number of hardware or software modules, alone or in combination with other devices, can be provided within the scope of the invention. For example, in one embodiment, modules may be software modules or submodules implemented with a computer program product comprising computer-readable media containing computer program code, which can be executed by one or more computer processors for performing any or all of the steps, operations, or processes described below. This control module 107 may be specially constructed for the system 100 disclosed herein, and/or it may comprise one or more general-purpose computing devices or systems selectively activated or reconfigured by computer programs stored in the computers to perform the functions described herein. Such computer programs may be stored in a non-transitory, tangible computer readable storage medium, or any type of media suitable for storing electronic instructions, which may be coupled to a computer system bus or otherwise accessible to memory coupled to a processor for execution of the electronic instructions. Such a system bus can be interfaced to other hardware modules, controllers, and the like, as is known in the art.
According to embodiments, the control module 107 can include communications systems 117a and sensor systems 117b. The control module 107 also includes processing modules, including hardware, memory, and software, that execute programming instructions for different functionalities enabled in software. The functionality provided by the control system can vary in different embodiments depending on the desired features to be provided. By way of example, control system can provide autonomous drive and location control, two-way data communications, weather monitoring functions, livestock monitoring and tracking functions, mechanical control functions for system components, power control functions, security functions, and the like.
In one embodiment, control module 107 includes communications systems 117a comprising global positioning system (GPS) signal reception and processing and two-way cellular communications. Additional or alternative communications capabilities can be incorporated in communications system 117a as may be desired for particular applications, including for example, Wi-Fi, Satellite, or other wireless or even wired communications. For example, if a system is installed close to a telephone line or poll, a POTS interface wired to the telephone line can be provided. While the control module 107 may include input/output capabilities to provide a user interface to software modules for the system, such as a display, keyboard, mouse, etc., in embodiments, the two-way data communication capability can allow for a wireless user interface, such as a remote software application on a personal computer, smartphone, or other mobile device.
The control module 107 includes motor controllers for controlling the drivetrain system 106. GPS signals are used by control module 107 to determine the location of the system and for navigating according to desired patterns. Routing software executed in processing modules interfaced with the motor controllers, the communications systems 117a, and other sensor modules 117b, allow the system 100 to autonomously move in any direction desired. The routing software can receive as input GPS coordinates, camera signals, radar/lidar signals, proximity signals, and the like, to determine direction, speed, and desired stopping locations as may be provided by its instructions and settings. For example, via two-way data communications, the routing software can receive instructions detailing the route or displacement desired, for example, to cover a certain area of farmland over desired period of time. The routing software provides not only control over location but also speed and time to remain at each desired location, allowing a user to provide a detailed plan for grazing control over a period of time. For example, in some embodiments, the system 100 may be programmed to continuously move at a very slow pace over a given area, or may be programmed to move periodically from a patch of land to another, where the patches slightly overlap, or may be programmed to move in other pattern as may be desirable to a given user or farmer. The routing software can also provide a manual mode, allowing a user to remotely control the movement of the system 100. The routing software can be programmed in any computer language as is known in the art.
The system 100 is powered by power module 109. In one embodiment, as illustrated, power module 109 may include a solar power system 110. However, in other embodiments other sources of power may be used, such as fuel-based systems (generators, gas/diesel engines, or the like) or possibly wind turbines. The power module 109 may include batteries to store and supply power to other system components, including for example, drivetrain system 106, control module 107, and other system components. In embodiments, as part of the power module 109, a grounding rod (not shown) may be provided for electrical grounding and as a safety measure. The grounding rod electrically attaches to all the metal components of the system 100 to provide an electrical ground, for example, for solar power system 110 and all electrical components, including, for example, electric fencing or the like. The grounding rod can also protect against electrical surges, such as shorts in the power module 109 due to malfunction or accidents and due to outside sources, such as lighting.
According to embodiments, control module 107 includes a sensor system 117b with one or more cameras. For example, sensor system 117b may include one or more digital cameras, depth sensing cameras, infrared cameras, night vision cameras, or the like. In some embodiments, cameras, such as for example wireless 1080p, 4K, 8K video cameras, in sensor system 117b may be provided. In one embodiment the cameras may be distributed around the top perimeter of the fencing mechanism. However, the location of the cameras can vary depending on the intended purpose and multiple locations for cameras for different purposes can also be provided in different embodiments. For example, for weather tracking purposes, temperature, humidity, rainfall, and wind-speed sensors can be provided along the upper perimeter of the fencing mechanism. Other sensors may be provided along the bottom perimeter, such as optical recognition sensors and probes to measure soil metrics, including, for example, soil health, nutrient density, pH, alkalinity, and fertilizer content. These metrics can be used to predict soil health and to complement the function of other module, such as weeding/planting modules further described herein. As other examples of camera locations in different embodiments, animal tracking cameras can be located around or within the enclosure facing the livestock, while security or drive control cameras/sensors can be placed on the outside of the chassis or around the fence perimeter facing out of the enclosure. The cameras may be wired or wirelessly connected to a video controller in control module 107.
Software for operation of the cameras may include image processing capabilities for recognition of different features in the video feeds. Automatic notifications/alarms, including text messages, email, or the like, can be set up to alert a user of any abnormal situation that may be detected. For example, in one embodiment face recognition software is provided capable of recognizing each individual animal in the livestock within the enclosure. Information about each animal can be maintained in a database, locally or remotely form the enclosure and accessible via data communications. This feature allows the tracking of multiple variables and properties of individual animals without the need for tags, essentially from birth through butchering. Different options for the storage of the animal tracking information can be provided. For example, in one embodiment, the animal tracking information, including vitals, health parameters, and image/video taken at periodic intervals is logged on a public or private blockchain system. The blockchain system provides detailed data to industry partners and consumers on exactly how the animal was raised, for example via the image/video data and other sensor data logged in an audit trail. This approach can provide evidence of food-related labeling or claims, such as, “grass-fed,” “organic,” “free-range,” or the like, providing an evidence-based source of trust for these claims.
The camera tracking system can monitor each animals' movement and health. For example, image processing algorithms can examine changes in body shape/volume over time to determine whether any of the animals in the pen are not growing as expected and possibly issue an alert if desired. For additional health monitoring, heat sensing cameras or other sensors can be provided that may be able to detect abnormal body temperature fluctuations in the animals. Further, a scale or other weight sensor can be integrated into the system under the monitor of another video feed. Using image processing and other software heuristics (e.g., maximum weight thresholds for a given breed), the software can determine if a single animal is on the weight sensor and can recognize the individual animal, such that the weight of the animals may be tracked and stored in the database. In some embodiments, fence-contact sensors, such as accelerometers, capacitive touch sensor, or the like, are provided to sense how often the animals in the pen “touch” the fence. For example, the frequency of fence touching or bumping in sheep is understood to provide one sign of hunger. These sensors can be attached to the fence or the frame.
As another example, the face recognition software can also be used for security purposes. Authorized personnel approaching the system 100 can be recognized using the face recognition software and an-authorized individuals can be detected, possibly resulting in an alert/alarm being issued. The image recognition software can also be used to identify or detect other threats, including for example presence of predators (coyotes, foxes, etc.) or even detect any animals that try to or manage to escape from the pen. Additional sensors can also be used, such as heat imaging or night vision cameras that can be used or additionally leveraged to detect the presence of animals or other threats. As noted above, alerts or notifications can be sent to a remote user via two-way communications, including video or images of the analyzed scene such that a remote user can visually verify or confirm the threat. Further, remote access to the video feeds can also be provided in embodiments of the system 100.
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Watering module 415a allows for the storage and dispensing of water for the livestock. Watering module 415a includes storage tanks and water dispensing mechanism that may be monitored and controlled by control module. Control module may monitor the water available for drinking in drinking vessels and add water from storage tanks as needed. Storage tanks and/or drinking vessels can also include anti-freeze mechanisms, e.g., heat sources, mechanical agitators, self-stirring mechanisms, or the like, which may also be controlled by control module based on ambient temperature to prevent freezing of the water. For example, in some embodiments the watering modules 415a self-stir overnight based on temperature reads, and are driven off the batteries, to keep the water from freezing during sub-freezing conditions. In some embodiments, the watering module 415a may be attached to the fencing panels 414, being weight-distributed evenly across the frame of the overall system 400.
Weeding/planting module 415b allows the system 400C to be configured to plant additional cash or cover crops by either casting seed in front or no-till planting behind it. The system 400C also can be configured to have “grassbot” functionality (as further described in co-pending U.S. Patent Application No. 63/104,798, “Robotic Weed Control Apparatus and Method” filed on Oct. 23, 2020, which is incorporated herein by reference) and a planter behind it to eliminate the need for any herbicides. Thus, after a particular area of cropland is grazed for a desired period of time, the system 400C can move over the area to a next area and plant new cash or cover crops behind it as it moves over the recently grazed area. This not only allows for rotational grazing but also automates the process of planting cash crops or additional cover crops to continue the rotational grazing process.
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In many of the embodiments described herein, water for a watering module, as described herein, may be delivered to the watering module by a water delivery vehicle. In some examples, water for a watering module, as described herein, may be carried through portions of the fencing mechanism (e.g., fencing panels, panes, posts, or other fencing portions, as described herein) to be provided to the watering module.
Water delivery vehicle 850 may comprise a utility terrain vehicle, all terrain vehicle, or other suitable vehicle for temporary or removably attaching to a side of, and pulling, towing, and otherwise moving, livestock grazing control system 801. For example, water delivery vehicle 850 may include electric drive motor 856, electric shifting actuator 858, and water container 860. Water delivery vehicle 850 may be configured to be driven, either by an onboard driver, a remote driver, or autonomously, to and from locations with or without a livestock grazing control system in tow. For example, water delivery vehicle 850 be driven to a side of livestock grazing control system 801, attached to a fencing element, and once attached, driven to pull livestock grazing control system 801 in a given direction (e.g., toward another grazing location). Water delivery vehicle 850 also may disconnect (i.e., detach) from the fencing element, be driven to a water source (not shown) to load water container 860 (e.g., by water transfer mechanism 852a), and driven to return to a side of livestock grazing control system 801 to reconnect and/or provide water to watering module 815.
Water delivery vehicle 850 may include a removable attachment mechanism 854 and water transfer mechanism 852a. Attachment mechanism 854 may comprise a hitch or other method of connecting water delivery vehicle 850 to one or more fencing elements 814a-b for purposes of pulling, towing, and otherwise moving, livestock grazing control system 801. In some examples, water transfer mechanism 852a may comprise a pipe or hollow connection, rigid or flexible, and may be connected to a pump (not shown) configured to cause water to flow in a desired direction (e.g., from vehicle 850 to fencing elements 814a-b, from vehicle 850 to watering module 815, from a water source to vehicle 850).
System 810 in
In other examples, water delivery vehicle 950 may fill fence 914 and/or a watering module for system 901 with water, detach from system 901, and be driven to another system for watering, with or without a stop at water source 902 in between. In still other examples, livestock grazing control systems 801 in
Thus, according to the systems and methods disclosed, a robotic livestock grazing control approach is provided. This approach beneficially allows grassfed livestock, including sheep, cattle and goats, to be maintained, fed, and controlled, with minimal human interaction, reducing the risk of animal/human contagion as well as the labor costs that would otherwise be required. This system allows paddock grazing to scale, without the need for installation and removal of fencing and gates and automatically providing a controllable rotational grazing.
As those in the art will understand, a number of variations may be made in the disclosed embodiments, all without departing from the scope of the invention, which is defined solely by the appended claims. It should be noted that although the features and elements are described in particular combinations, each feature or element can be used alone without the other features and elements or in various combinations with or without other features and elements.
This application claims the benefit of U.S. Provisional Patent Application No. 63/140,008, filed Jan. 21, 2021, which is hereby incorporated by reference in its entirety.
Filing Document | Filing Date | Country | Kind |
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PCT/US2022/013178 | 1/20/2022 | WO |
Number | Date | Country | |
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63140008 | Jan 2021 | US |