SYSTEM AND METHOD FOR MONITORING LIVESTOCK
20180146645 ยท 2018-05-31
Inventors
Cpc classification
G06Q10/087
PHYSICS
A61B5/103
HUMAN NECESSITIES
A01K11/006
HUMAN NECESSITIES
International classification
Abstract
A system and method for monitoring livestock, the system including a remote server storing data, the remote server including a processing unit for processing stored data and a non-volatile memory; at least one simple data collection device for mounting on an animal to be monitored, the data collection device including a sensor sensing physical parameters of the animal on which it is mounted, a simple data collection device processor with a non-volatile memory, and a transmitter for transmitting data collected by the sensor; at least one central data collection device including a mobile hub for mounting on an animal to be monitored, the central data collection device including: a central data collection device processor with a non-volatile memory; a receiver for receiving data transmitted by the simple data collection devices; a transceiver for communication with the remote server over a communication system; an energy source; the remote server being configured to analyze collected physical parameters and determine therefrom physical condition or behavior of the animal; and a network for two-way communication between the remote server and a remote electronic communication device and configured to provide real time information and warning alarms to the remote electronic communication device.
Claims
1. A system for monitoring livestock, the system comprising: a remote server storing data, the remote server including a processing unit for processing stored data and a non-volatile memory; at least one simple data collection device for mounting on an animal to be monitored, the data collection device including a sensor sensing physical parameters of the animal on which it is mounted, a simple data collection device processor with a non-volatile memory, and a transmitter for transmitting data collected by the sensor; at least one central data collection device including a mobile hub for mounting on an animal to be monitored, the central data collection device including: a central data collection device processor with a non-volatile memory; a receiver for receiving data transmitted by the simple data collection devices; a transceiver for communication with the remote server over a communication system; an energy source; the remote server being configured to analyze collected physical parameters and determine therefrom a pre-defined physical condition or behavior of the animal; and means for two-way communication between the remote server and a remote electronic communication device and configured to provide the analyzed data in real time and warning alarms to the remote electronic communication device.
2. The system according to claim 1, wherein: at least one simple data collection device includes a plurality of simple data collection devices; and at least one central data collection device includes a plurality of central data collection devices.
3. The system according to claim 1, further comprising a drone operated by said remote server.
4. The system according to claim 1, further comprising a warning mechanism arranged to send a warning alarm to the remote electronic communication device when a pre-defined animal behavior or physical condition is determined by the remote server or the central data processing device processor.
5. The system according to claim 1, further comprising a communication network for two-way communication between central data collection devices and the remote server, and between the server and a remote electronic communication device, wherein the communication system is selected from the group including Iridium satellites, communication satellites, cellular network, GPRS network.
6. The system according to claim 1, wherein: said remote electronic communication device includes a display for displaying results from the server of analysis of the collected data; and said displayed results include symbols representing pre-defined physical conditions or behaviors of the animals to be monitored and said displayed results include a legend.
7. The system according to claim 1, wherein each data collection unit includes a 3 axis accelerator and a 3 axis gyro providing data to the data collection unit processor.
8. The system according to claim 7, wherein the processing unit of the remote server is configured to calculate a data collection unit attitude, which reflects a neck attitude, from sensed data from the 3 axis accelerator and the 3 axis gyro by the following Direction Cosine Matrix (DCM):
9. The system according either claim 7, wherein the processor is further configured to calculate a water level in a water source from which the animal to be monitored is drinking.
10. The system according to claim 7, wherein the central data collection device includes a solar-powered rechargeable battery.
11. The system according to claim 7, wherein a central data collection device mounted on a bull further comprises a cow proximity identifier to provide an indication when a cow is near the bull.
12. The system according to claim 7, further comprising means for processing collected data of selected physical parameters, determining whether results of processing meet a pre-defined threshold and, if so, changing the pre-defined time interval of collecting data.
13. The system according to claim 7, wherein the simple data collection devices are mobile data collection devices.
14. A method for monitoring animals to be monitored, the method comprising: collecting, at pre-defined time intervals for pre-defined periods of time, data of physical parameters of an animal to be monitored sensed by a sensor in a simple data collection device mounted on the animal to be monitored; storing the collected data in the simple data collection device; transmitting stored collected data by the simple data collection device to a mobile hub device at pre-defined time intervals; receiving, in the mobile hub device, the data transmitted by the simple data collection device, transmitting, by the mobile hub device, the received data to a remote server; analyzing the transmitted data to determine physical condition and behavior in the remote server and storing the analyzed data; and permitting access to said stored data in the remote server by at least one remote electronic communication device, said remote server transmitting real time information and warning alarms to the remote electronic communication device.
15. The method according to claim 14, wherein a data collection device attitude, which reflects a neck attitude, is calculated from sensed data from a 3 axis accelerator and a 3 axis gyro in the data collection device by the following Direction Cosine Matrix (DCM):
16. The method according to claim 14 or claim 15, further comprising: sending a drone to fly over the animal to be monitored; and receiving images of the animal from the drone in real time.
17. The method according to claim 14, further comprising: mounting a central data collection device on a bull including a cow proximity identifier; receiving an indication when a cow is near the bull; identifying a relatively long time (longer than about 5 minutes) of proximity to a number of cows in heat during pre-defined times in a pre-defined geographical area as an indication of good activity of the specific bull.
18. The method according to claim 17, further comprising cross correlating activity of the bull to detection of cows' reproduction activity and expected calving dates.
19. The method according to claim 14, further comprising: collecting data of selected physical parameters in data collection device periodically, at pre-defined time intervals, for a pre-defined length of time; analysing the collected information; examining results of analysis to determine if meet pre-defined criteria regarding a selected monitored physical condition or behavior; and if the pre-defined criteria are met, changing the pre-defined time intervals.
20. (canceled)
21. A system for monitoring livestock, the system comprising: a remote server storing data in the Internet cloud, the remote server including a processing unit; at least one simple data collection device for mounting on an animal to be monitored, the data collection device including at least two sensors sensing physical parameters of the animal on which it is mounted and a transmitter for transmitting data collected by the sensors; at least one central data collection device selected from the group including: a mobile hub for mounting on an animal to be monitored or a local terminal, the central data collection device including: a central data collection device processor with a non-volatile memory; a receiver for receiving data transmitted by the simple data collection devices; a transceiver for communication with the remote server over a communication system; an energy source; and the remote server being configured to analyze collected physical parameters and determine therefrom a pre-defined physical condition or behavior of the animal; and means for two-way communication between the remote server and a remote electronic communication device and configured to provide the analyzed data in real time and warning alarms to the remote electronic communication device.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0010] The present invention will be further understood and appreciated from the following detailed description taken in conjunction with the drawings in which:
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DETAILED DESCRIPTION OF THE INVENTION
[0022] The present invention relates to a remote monitoring system for monitoring one or more physical conditions or behaviors of livestock roaming over long distances and large grazing areas by sensing and analyzing selected physical parameters of each animal. This can be accomplished by sensors that collect data regarding physical parameters, such as motion of the animal or portions of its body, posture, speed, attitude of body parts, motion of the neck, angle of the back relative to the ground, etc. The system and method of operation permit a user to identify the physical condition or behavior, such as, standing, lying, grazing, mating, and so forth, of livestock by measuring periodically these physical parameters of the members of small and medium size herds of livestock (tens to tens of thousands of heads). For ease of description, the system and method will be described herein with relation to cattle, for which it is particularly suited. However, it will be appreciated that it is equally applicable to herds of other livestock (sheep, goats, horses, etc.), that roam free on remote pastures or require monitoring from a remote location. Thus, the illustrated exemplary embodiment of the system provides periodic, (such as once a day, every hour, etc.) real time information of one or more selected physical parameters of cows, bulls and calves, permitting determination of physical conditions or behaviors, for example, standing, walking, lying down, in heat, pregnancy, illness, bull efficiency, calf delivery and calf condition. In addition, the system permits tracking and tracing of the geographical location of each member of the herd during grazing, etc., and can provide an early warning of illness or of theft or other hostile activity, and save operational costs. By providing daily information about the physical condition of cows, bulls and calves, for example, as well as location and tracking information, yields can be increased up to 25%.
[0023] Referring now to
[0024]
[0025]
[0026] Referring now to
[0027] A small percentage of the data collection devices are hub devices 20, mounted on an animal to be monitored, which collect data while the animal roams randomly over the grazing area, and will be referred to herein as mobile hub devices. Mobile hub devices 20 receive data from the various simple data collection devices 20 in their vicinity. These hub devices 20 also include a long distance transceiver 29 for transmitting the collected data to a remote location, such as server 18, which may be in the Internet cloud. Preferably, the energy source 25 of the mobile hub devices 20 includes one or more photovoltaic panels, that can be built-in or mounted in the device, that harvest solar energy for storage in industrial-grade Li-ion rechargeable batteries. These batteries deliver the electric pulses needed to ensure satellite-, cellular- or GPRS-based real-time communications between the in-herd mesh network and the server or the user.
[0028] The data collection devices can be mounted, for example, in an ear tag or on a collar for tying to the neck of the animal, or can be mounted inside the animal or under its skin. One example of a central data collection device 20, here illustrated as a collar, in use, is illustrated in
[0029] The system permits tracking and tracing of the location of each member of the herd during grazing, etc., providing an early warning of illness or of theft or other hostile activity, and saving operational costs. This is accomplished by providing to the user (e.g., farmer, rancher) a daily report of activity of deterministic binary events of each bull, cow and calf. For purposes of the invention, these deterministic binary events include at least one of the following physical conditions and behaviors:
[0030] For a bull: walking; breaking a leg; jumping on a cow; grazing; drinking; lying down; standing; running; restlessness; panic (hostility).
[0031] For a cow wearing a hub collar or a simple collar: walking; grazing; breaking a leg; drinking; lying down; running; standing; feeding (nursing); panic (hostility); restlessness; in heat condition; pregnancy; deliver calf; abortion.
[0032] For a calf with a simple collar or an ear tag: walking; grazing; breaking a leg; nursing (drinking milk or getting food); drinking water; lying down; standing; restlessness; panic (hostility).
[0033] Detection of these events is accomplished by analyzing the data collected by the sensors in the electronic data collection devices, for example, a 3 axis accelerator and a 3 axis gyro. The sensed data is collected in the data collection devices and analyzed in the remote server by decoding the signals of the physical parameters and determining each event by a singular mathematical algorithm that identifies various events. Given continuous data from the accelerator and gyro on the animal's neck, it is possible to categorize various parameters of the animal. The data collection device attitude, which reflects the neck attitude, can be calculated by the following Direction Cosine Matrix (DCM):
[0034] where represents the roll, in the X axis, represents the pitch, in the Y axis, and represents the yaw, in the Z axis. See, for example,
[0035] One exemplary embodiment is shown in
[0036] The collars that are suitable for this invention can be one of several types. One type is a satellite or cellular based mobile hub collar, suitable for both a bull and a cow, which includes a plurality of photovoltaic solar panels, for example, four panels that are 612 cm.sup.2, each generating 4.1V; an electronics panel with a 3-axis acceleration sensor, a 3 axis gyro sensor, inertial sensors, a GPS or other geographic location device; a one- or two-way communication system transceiver, for communication within the herd over the in-herd network; a power source, such as rechargeable batteries that preferably provide at least 2 days independent operation; a processor with a non-volatile memory; a satellite or cellular modem; all mounted in a belt with a weight to hold it on the animal's neck in the correct orientation, i.e., with the electronics panel on top of the animal's spinal column in a roughly horizontal position. The collar for the bull preferably will include all these elements, although not all are required.
[0037] According to exemplary embodiments of the system, the deployment of the collars and ear tags is as follows. 5-7% of cellular or iridium mobile hub collars and 93-95% simple collars and/or ear tags. Preferably, all of the bulls will be equipped with cellular or satellite hub collars.
[0038] Operation of the system of the present invention is as follows. First, data of selected physical parameters is collected. Each collar will monitor the animal's parameters periodically, at pre-defined time intervals, for a pre-defined length of time, for example, for a few minutes each hour, and store the information collected. It is possible to change the time between periodic monitoring, or rate of sampling, when the results of the analysis meet a pre-defined criterion for a selected monitored physical condition or behavior, indicating a suspicious situation. When this pre-defined criterion has been met, a pre-defined change will be implemented. For example, if a cow shows distress, information will be collected after shorter time intervals. This change can be implemented automatically by the server or by the hub device and/or remotely by the user.
[0039] The in-herd wireless communication system periodically collects this information from the in-herd collars or ear tags on the animals via mobile hub collars on some individual animals or via a terminal disposed where the animals congregate. The mobile hub collar or terminal, in turn, will periodically transmit the data it collected and received via the in-herd communication system via a cellular or GPRS or iridium satellite or other communications network, to the Internet cloud from which it can be accessed by the user. It will be appreciated by those skilled in the art, that the periods of time when data is transmitted to the server also can be selectively controlled, either automatically or by the user, when pre-defined criteria are met.
[0040] All the simple (non-solar powered, short range transmission) collars and ear tags communicate with the mobile hub collars and/or local terminals to create the in-herd wireless mesh network that provides valuable, near-real-time insight regarding animal behavior, including herd location, walking time, grazing time, resting time, water consumption, in-heat condition, and other health events. The sensors in the collars or ear tags on the animals collect information frequently, for example, every 30 seconds, and the data is stored in the memory of the data collection device. As stated above, this information is transmitted over the in-herd wireless communication system to a mobile hub collar or local terminal, periodically during the day, for example, every four minutes, or whenever the animal passes within range of a mobile hub data collection device or a terminal. The mobile hub collar and/or local terminal transmits all the collected data periodically during the day, for example, every 4 hours, to an Iridium satellite, or other suitable communications satellite, or cellular or GPRS base station, that transmits it to the server in the Internet cloud, where it is analyzed, and the results can be accessed on the user's PC, cell phone, tablet, or other electronic device in almost real time.
[0041] The physical parameter data is analyzed in the hub collars or terminals or on the remote server and is organized in a fashion that is user friendly, for display on one or more electronic communication devices of the user. See, for example,
[0042] Geographical location and tracking can be determined using GPS systems, for bulls and cows wearing the central hub devices or collars having built-in GPS equipment. The location of the cows and calves wearing the collars and ear tags without GPS can be accomplished by triangulation, by measuring the strength of the in-herd communication signals for each ear tag relative to various mobile hub collars. As with the data regarding the animal's movements, the geographical location data is analyzed and stored on the server in the Internet cloud. From there, it can be accessed by the user from any computing or communication device that has access to the Internet.
[0043] The collars and ear tags are designed to work in all weather conditions, both day and night. In addition to analyzing data regarding position and body movement of the animals, the system provides early warning alarms when illness, predatory animals, poachers or other hostile events are determined from the collected sensor data. These alarms are sent from the server in the cloud, via means for two-way communication between the remote server and the remote electronic communication device configured to provide real time information and warning alarms to the remote electronic communication device, or from a hub device, if it performs preliminary processing, and can be sent directly to the user's cell phone or other electronic device.
[0044] It will be appreciated that, over all, the system enables ranchers to increase yields (calf delivery) up to 25% while reducing operation cost and improving pasture management.
[0045] Referring now to
[0046] The mobile hub data collection devices 82 and the terminals 86 are in two-way communication with a dedicated server 88 in the Internet, where the sensed and collected data is analyzed, substantially as described above. In case of disturbance among the animals, for example due to the entrance of unauthorized persons, the change in the livestock behavior, calculated from the sensed physical parameters, is noted and a warning sent to the user via means for two-way communication (for example, a satellite 83 or cellular or GPRS base station 85) between the remote server and a remote electronic communication device 89 of the user. The two-way communication means are configured to provide real time information and warning alarms to the remote electronic communication device.
[0047]
[0048] Referring now to
[0049] In some embodiments of the current invention, the sensed data can be analyzed to determine whether an animal in the herd is in heat (estrus), conception date of at least one animal of the herd, expected calving date of at least one animal of the herd, or breeding activities, i.e., interaction between a male animal and a female in the herd.
[0050] If desired, the sum of the daily activity of each animal can be stored during the course of the animal's lifetime. This data can be further analyzed off-line, in the server or by the user or in any other fashion, and can be used, inter alia, to provide statistics of the herd over time. For example, in addition to health events of an individual cow, the data can indicate health events of the herd (epidemics, etc.) Thus, health events of individuals can be determined, for example, if there is a reduction of both, daily grazing time and distance for an individual, as compared to a herd average of daily grazing time and distance on previous days, which remained substantially constant, unless other behavior (like coming calving) is expected. Health events in the herds (epidemics) will be indicated when, from day to day, more and more animals show behavior indicating illness, while the rest of the monitored herd behavior of daily grazing time and distance traveling and walking idle time remains similar from day to day.
[0051] Estrus of a cow can be detected by data indicating that the cow moves more and eats less than during previous days. Thus, when an individual cow travels a longer distance and grazes for a shorter time than her average over the preceding days, it can be concluded that she is in heat. Similarly, the ratio of daily walking time to daily grazing time will increase.
[0052] Since cows are in a cycle of heat every 19 to 22 days and the duration of pregnancy for a cow is almost constant (280 days), if the cow does not repeat the behavior of being in heat at an interval of about 19 to 23 days, and the behavior of the rest of the herd has not deteriorated significantly, it can be concluded that the cow successfully conceived during the previous estrus cycle and, consequently, the expected date of calving is 280 days from the heat detection date. On the other hand, identifying a short period (about 15 days or less) between two events of heat is an indication of a problem in the ovaries (e.g., cysts).
[0053] The present invention also permits the monitoring of breeding bulls' activities and of the interactions between bulls and cows. In the reproduction season, several breeding bulls may be introduced to the herd of cows. It is very important to know which of them are active and mate with the cows. For this purpose, a cow proximity identifier can be disposed in the bulls' collars to provide an indication when a cow is near the bull (e.g., a distance shorter than about 40 cm). Identifying a relatively long time (longer than about 5 minutes) of proximity to a number of cows in heat during the daylight hours in the geographical area where most of the herd is grazing (not resting), or in a location far from the herd's resting area, will be an indication of good activity of the specific individual breeding bull. This can be cross correlated to detection of cows' reproduction activity and the following expected calving date.
[0054] While the invention has been described with respect to a limited number of embodiments, it will be appreciated that many variations, modifications and other applications of the invention may be made. It will further be appreciated that the invention is not limited to what has been described hereinabove merely by way of example. Rather, the invention is limited solely by the claims which follow.