Systems and methods are described for selecting a sound type of interest from a first (e.g., master/global) machine learning library comprising information derived from reference audio stream data acquired from a plurality of farm animal operation reference sound monitoring events, including from a first farm animal operation monitoring event of a first farm animal operation, wherein the sound type of interest is associated with a condition state of interest of a first collection of farm animals. Further, information associated with the selected sound type of interest can be included a second machine learning library, wherein the second machine learning library is operational on an edge computing device located in proximity to a second farm animal operation. Audio stream data can be acquired from the second farm animal operation in a second farm animal operation monitoring event, and processed using the second machine learning library information to determine whether the sound type of interest is present in the acquired audio stream data, thereby generating information associated with the presence or absence of the condition during the second farm animal operation monitoring event.

In a headlock system having a plurality of n headlock cells, each of the n cells being adapted to enclose at least one animal; n is an integer greater than 1; a system for locating the position of at least one animal, the system comprising: at least one identification means adapted to transmit at least one identification signal associated with said at least one animal; at least one locating means adapted to generate at least one location signal associated with said at least one animal; and, a data processing system in communication with said at least one identification means and said at least one locating means, adapted to analyze said signals, said analyzed signals comprising the position within a predetermined region in said headlock system of each of said at least one animals as a function of time.

In a headlock system having a plurality of n headlock cells, each of the n cells being adapted to enclose at least one animal; n is an integer greater than 1; a system for locating the position of at least one animal, the system comprising: at least one identification means adapted to transmit at least one identification signal associated with said at least one animal; at least one locating means adapted to generate at least one location signal associated with said at least one animal; and, a data processing system in communication with said at least one identification means and said at least one locating means, adapted to analyze said signals, said analyzed signals comprising the position within a predetermined region in said headlock system of each of said at least one animals as a function of time.

Milking robot device for automatically milking a dairy animal, comprising a milking box having milking cups and a robot arm having an end effector for applying the milking cups to the teats of the dairy animal, on which milking box the robot arm is suspended above the dairy animal to be milked. The robot arm comprises a first arm part connected to the milking box by a first joint, and a second arm part connected to the first arm part by a second joint and provided with an end effector. The first and second arm part, respectively, is pivotable in a vertical plane with respect to the milking box and the first arm part, respectively, by a first and second actuator, respectively. The end effector is movable within an operating range by the robot arm. The milking robot comprises a weight compensation device having a spring device between the milking box and the robot arm. This is configured to exert a first torque about the first joint and a second torque about the second joint, in such a way that, viewed over the operating range, the first torque compensates for the torque exerted by gravity on the arm about the first joint by at least half, in particular by at least 90%, and the second torque compensates for the torque exerted by gravity on the arm about the second joint by at least half, in particular by at least 90%. Consequently, a compact robot arm is provided, the joints which are suspended relatively high up can be protected from dirt in an efficient manner, and they can be operated using much lighter actuators, so that a great deal of energy can also be saved.

A system for operating a robotic arm, comprises a controller and a robotic arm. The controller accesses an image of the rear of dairy livestock located in a stall of a rotary milking platform and, in conjunction with the stall of the rotary milking platform in which a dairy livestock is located moving into an area adjacent a robotic arm, determines whether a milking cluster is attached to the dairy livestock based at least in part upon the image. The robotic arm is communicatively coupled to the controller and extends between the legs of the dairy livestock if the controller determines that the milking cluster is not attached to the dairy livestock. The robotic arm does not extend between the legs of the dairy livestock if the controller determines that the milking cluster is attached to the dairy livestock.

A method for applying disinfectant to the teats of a dairy livestock includes determining that a stall of a rotary milking platform housing a dairy livestock is located adjacent to a track that has a carriage carrying a robotic arm. The method continues by communicating a first signal that causes operation of a first actuator such that the carriage moves along the track in relation to the rotary milking platform and independent of any physical coupling between the carriage and the rotary milking platform and in a direction corresponding to a direction of rotation of the rotary milking platform. The method concludes by communicating one or more additional signals that causes operation of one or more actuators of the robotic arm such that at least a portion of the robotic arm extends between the hind legs of a dairy livestock.

The positions of the tools in an automatic milking arrangement are determined by registering, via a camera at an origin location, three-dimensional image data representing the tools whose positions are to be determined. Using an algorithm involving matching the image data against reference data, tool candidates are identified in the three-dimensional image data. A respective position is calculated for the tools based on the origin location and data expressing respective distances from the origin location to each of the identified tool candidates. It is presumed that the tools are arranged according to a spatially even distribution relative to one another. Therefore, any tool candidate is disregarded, which is detected at such a position that the position for the candidate deviates from the spatially even distribution.

In a headlock system having a plurality of n headlock cells, each of the n cells being adapted to enclose at least one animal; n is an integer greater than 1; a system for locating the position of at least one animal, the system comprising: at least one identification means adapted to transmit at least one identification signal associated with said at least one animal; at least one locating means adapted to generate at least one location signal associated with said at least one animal; and, a data processing system in communication with said at least one identification means and said at least one locating means, adapted to analyze said signals, said analyzed signals comprising the position within a predetermined region in said headlock system of each of said at least one animals as a function of time.

A method includes positioning a robotic attacher under a dairy livestock located in a milking stall, wherein the robotic attacher comprises a nozzle. The method continues by rotating the robotic attacher such that the nozzle is positioned generally on the top of the robotic attacher and performing a spraying operation using the nozzle. The method concludes by retracting the robotic attacher from under the dairy livestock.

A method for applying disinfectant to the teats of a dairy livestock comprises moving a robotic arm along a track in relation to a rotary milking platform housing a dairy livestock and independent of any physical coupling between the robotic arm and the rotary milking platform. The rotary milking platform has a substantially circular perimeter. The track is positioned outside the perimeter of the rotary milking platform. At least a portion of the track is straight and offset in relation to the rotary milking platform. The robotic arm comprises an arm member operable to pivot about an axis that is parallel to the track, and a spray tool attached to one end of the arm member. The method further comprises extending the robotic arm between the hind legs of the dairy livestock while the rotary milking platform rotates such that the spray tool is located at a spray position from which it may discharge disinfectant to the teats of the dairy livestock.