The present disclosure generally relates to planting operations performed using a planting implement, such as a planter or a seeder, and, more particularly, to systems and methods for monitoring seed placement within the ground during the performance of a planting operation.
Planting implements, such as planters, are generally known for performing planting operations within a field. A typical planter includes a plurality of row units, with each row unit including various ground engaging tools for creating a furrow within the soil, placing a seed within the furrow, and closing the soil around the seed. Typically, to monitor the operation of a given row unit, a sensor will often be provided with unit's seed tube for detecting seeds as they pass through the tube before being deposited within the furrow. Such sensor data is then used to estimate certain seed-related parameters, such as the seeding rate. However, since the seed tube sensor is detecting the seeds prior to their deposition within the soil, the associated sensor data cannot be used to accurately estimate parameters related to the placement of seeds within the soil, particularly since the seeds may bounce, roll, or otherwise land off-target as they are dropped from the seed tube into the furrow. Seeds may also be displaced during the furrow closing process, which cannot be detected using the seed tube sensor.
Accordingly, an improved system and method for monitoring seed placement within the ground during the performance of a planting operation would be welcomed in the technology.
Aspects and advantages of the technology will be set forth in part in the following description, or may be obvious from the description, or may be learned through practice of the technology.
In one aspect, the present subject matter is directed to a method for monitoring seed placement within the ground during the performance of a planting operation. The method includes receiving, with a computing device, a timing signal associated with a detection of a seed to be deposited within soil by a row unit as the row unit is actively depositing seeds within the soil, and identifying, with the computing device, a time associated with when the seed will pass through a detection zone of a seed placement sensor supported relative to the row unit based on the timing signal, the seed placement sensor configured to detect the seed as planted underneath a surface of the soil. In addition, the method includes evaluating, with the computing device, data collected by the seed placement sensor during the identified time to determine a seed placement parameter associated with seed.
In another aspect, the present subject matter is directed to a system for monitoring seed placement within the ground during the performance of a planting operation. The system includes a row unit configured to deposit seeds within the soil, with the row unit including a furrow opening assembly configured to create a furrow in the soil for depositing seeds and a furrow closing assembly configured to close the furrow after the seeds having been deposited therein. The system also includes a timing sensor supported relative to the row unit and being configured to detect a seed to be deposited within the soil by the row unit, a seed placement sensor supported relative to the row unit and being configured to detect the seed as planted underneath a surface of the soil, and a computing system communicatively coupled to the timing sensor and the seed placement sensor. The computing system is configured to receive a timing signal from the timing sensor associated with the detection of the seed to be deposited within the soil by the row unit, identify a time associated with when the seed will pass through a detection zone of the seed placement sensor based on the timing signal, and evaluate data collected by the seed placement sensor during the identified time to determine a seed placement parameter associated with seed.
These and other features, aspects and advantages of the present technology will become better understood with reference to the following description and appended claims. The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the technology and, together with the description, serve to explain the principles of the technology.
A full and enabling disclosure of the present technology, including the best mode thereof, directed to one of ordinary skill in the art, is set forth in the specification, which makes reference to the appended figures, in which:
Repeat use of reference characters in the present specification and drawings is intended to represent the same or analogous features or elements of the present technology.
Reference now will be made in detail to embodiments of the invention, one or more examples of which are illustrated in the drawings. Each example is provided by way of explanation of the invention, not limitation of the invention. In fact, it will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the scope or spirit of the invention. For instance, features illustrated or described as part of one embodiment can be used with another embodiment to yield a still further embodiment. Thus, it is intended that the present invention covers such modifications and variations as come within the scope of the appended claims and their equivalents.
In general, the present subject matter is directed to systems and methods for monitoring seed placement within the ground during the performance of a planting operation. Specifically, in several embodiments, a planting implement may include a plurality of row units, with each row unit including various ground engaging tools for creating a furrow within the soil, placing a seed within the furrow, and closing the furrow around the seed. Additionally, in accordance with aspects of the present subject matter, one or more of the row units may also include or be associated with a seed placement sensor configured to detect seeds within the ground. For instance, the seed placement sensor may correspond to a non-contact sensor configured to detect seeds located underneath the soil (e.g., post-closing of the furrow), such as a ground-penetrating radar. The data generated by the seed placement sensor may then be communicated to a computing system configured to determine and/or monitor one or more seed-related placement parameters based on the sensor data, such as the seed depth, seed position, and/or the like, as well as one or more other seed placement parameters, such as relative seed spacing, seed population, and/or the like. The monitored seed placement parameter may additionally include missing seeds, as the data generated by the seed placement sensor may also be used to determine whether a seed is absent or is otherwise missing at a location at which one would expect a seed to be located. Thus, the seed placement parameter may be used to detect both the present and absence of seeds underneath the soil.
Additionally, in accordance with aspects of the present subject matter, the computing system may be configured to rely on a timing signal(s) that provides the system with an input for determining when to activate the seed placement sensor and/or when to sample data received from the sensor(s). For example, in one embodiment, the computing system may be configured to receive one or more timing signals from a “timing” sensor that provides an indication of the instance or moment at which each seed is about to deposited into the furrow or the moment at which each seed otherwise passes by a given location within a component of a row unit. Based on such timing signals, the computing system may be configured to determine when the associated seed placement sensor will subsequently pass over each respective seed (e.g., when the seed will likely come into the field of view or detection zone of the sensor). The computing system may then be configured to activate the seed placement sensor to collect data across a given time period determined based on when the sensor will pass over each respective seed and/or sample the data received from the seed placement sensor across such time period.
It should be appreciated that the disclosed systems and methods may generally allow for data received from a seed placement sensor to be evaluated more effectively and efficiently. For instance, when using a non-contact sensor to detect seeds located underneath the soil surface, a significant amount of noise may be contained within the sensor data and/or the sensor may detect numerous objects in addition to seeds (e.g., small rocks, etc.). By using the seed-related timing signals provided by the timing sensor, the system can selectively activate the sensor and/or selectively sample the received sensor data within a given time frame or window across which it is likely that a given seed is passing through the detection zone of the seed placement sensor (such time window being also referred to herein as the “evaluation window”). For instance, when operating the seed placement sensor in a non-continuous sensing mode, the computing system may be configured to determine when to activate/deactivate the sensor to selectively collect data across the appropriate evaluation window. Similarly, when operating the seed placement sensor in a continuous sensing mode, the computing system may be configured to selectively sample the sensor data (e.g., from the continuous data trace or moving image) by selecting a subset of the data collected across a given time period corresponding to the evaluation window along which each seed will be passing through the field of view of the seed placement sensor. Such selective collection and/or sampling of the data can be used to improve the confidence that seeds are being identified in the seed placement data as opposed to other similarly shaped/sized objects underneath the soil.
In addition to using the timing signals to selectively activate the sensor and/or sample the sensor data, the timing signals may also be used adjust or update one or more of the operating parameters of the seed placement sensor. For instance, in one embodiment, the operating frequency, power, and/or any other suitable operating parameter of the seed placement sensor may be varied based on the timing signals. For example, when the seed placement sensor corresponds to a ground penetrating radar, the frequency band across which the sensor is operating may be varied such that sensor operates at a first frequency band for the evaluation window across which each seed will be passing through the detection zone of the seed placement sensor and at a second frequency band for the time periods between each evaluation window.
Referring now to drawings,
It should be appreciated that, for purposes of illustration, only a portion of the row units 18 of the planter 10 have been shown in
It should also be appreciated that the configuration of the planter 10 described above and shown in
Referring now to
Additionally, as shown in
Moreover, the row unit 18 may include a seed meter 50 provided in operative association with the seed hopper(s) 42, 44. In general, the seed meter 50 may be configured to uniformly release seeds 41 received from the seed hopper(s) 42, 44 for deposit within the furrow 39. For instance, in one embodiment, the seed meter 50 may be coupled to a suitable vacuum source (e.g., a blower powered by a motor and associated tubing or hoses) configured to generate a vacuum or negative pressure that attaches the seeds to a rotating seed disk of the seed meter 50, which controls the rate at which the seeds 41 are output from the seed meter 50 to an associated seed tube 52. As shown in
Referring still to
In several embodiments, the seed placement sensor(s) 80 may correspond to a non-contact sensor configured to detect seeds 41 located underneath the soil surface. For instance, in one embodiment, the seed placement sensor(s) 80 may be a ground penetrating radar configured to detect seeds deposited underneath the soil surface. In such an embodiment, the seed placement sensor(s) 80 may, for example, include one or more pairs of transmitters and receivers, with the transmitter(s) being configured to transmit electromagnetic waves towards and through the soil and the receiver(s) being configured to detect the waves as reflected off sub-surface features (e.g., seeds). In other embodiments, the seed placement sensor(s) 80 may correspond to any other suitable non-contact sensor capable of detecting seeds deposited underneath the soil surface.
Additionally, the row unit 18 may also include one or more sensors 90, 92 for generating data indicative of the timing and frequency of seeds 41 being deposited into the furrow 39 between the opening and closing assemblies 26, 28. For instance, as shown in the illustrated embodiment, the row unit 18 may include one or more seed tube sensors 90 configured to detect seeds as they fall or otherwise travel through the seed tube 52. In such an embodiment, the seed tube sensor 90 may generally correspond to any suitable sensor or sensing device configured to detect seeds passing through the seed tube 52 (e.g., whether falling through the tube 52 via gravity or by being conveyed through the tube 52 via a driven belt or other seed-transport means extending within the seed tube 52). For example, the seed tube sensor 90 may correspond to an optical sensor (e.g., a break-beam sensor or a reflectance sensor), a microwave sensor, a Hall-effect sensor, and/or the like.
In addition to the seed tube sensor 90 (or as an alternative thereto), the row unit 18 may include other sensors for generating data indicative of the timing and frequency of seeds 41 being deposited into the furrow 39. For instance, as shown in the illustrated embodiment, the row unit 18 may include one or more seed meter sensors 92 configured to detect seeds 41 that are being or will be discharged from the seed meter 50. Specifically, in one embodiment, the seed meter sensor(s) 92 may correspond to a post-singulation sensor positioned within the seed meter 50 such that the sensor's detection zone is aligned with a location within a post-singulation region of the seed meter 50: (1) across which the seed disc or other seed transport member is rotated following the singulator (not shown) of the seed meter 50; and/or (2) through which each seed 41 to be discharged from seed meter 50 passes following release of the seed 41 from the seed disc. In such an embodiment, the seed meter sensor 92 may generally correspond to any suitable sensor or sensing device configured to detect seeds that are being or will be discharged from the seed meter 50. For example, the seed meter sensor 92 may correspond to an optical sensor (e.g., a break-beam sensor or a reflectance sensor), a microwave sensor, a Hall-effect sensor, and/or the like.
As will be described below, in several embodiments, one or more of the sensors 90, 92 described above may be configured to function as a timing sensor for providing timing signals to an associated computing system. Specifically, in several embodiments, the timing sensor may be configured to generate timing signals that can be used by the computing system to determine when to activate the seed placement sensor(s) 80 to collect data and/or when to sample the sensor data generated by the seed placement sensor(s) 80. For example, based on the timing signals received from the timing sensor, the computing system may be configured to determine when each seed 41 is passing underneath the seed placement sensor(s) 80 or is otherwise located within the sensor's field of view or detection zone 82. In such an embodiment, the computing system may activate the seed placement sensor(s) 80 and/or sample the data generated by such sensor(s) 80 as each seed 41 passes by the location of the sensor's detection zone 82 to allow for the detection of each seed 41. Such information can then be analyzed or evaluated by the computing system to determine one or more related placement parameters associated with the deposited seeds, such as individual seed depths/positions, the relative seed spacing, the seed population, missing seeds, and/or the like.
It should be appreciated that the configuration of the row unit 18 described above and shown in
Referring now to
In several embodiments, the system 100 may include a computing system 102 and various other components configured to be communicatively coupled to and/or controlled by the computing system 102, such as a meter drive member 130 configured to rotationally drive the seed meter 50, a vacuum source 132 configured to apply a vacuum or negative pressure to the seed disk or seed transport member of the seed meter 50, a gauge wheel actuator 134 configured to actuate gauge wheel of the row unit 18 to adjust the current planting depth, and/or various sensors configured to monitor one or more operating parameters associated with each row unit 18. For example, the computing system 102 may be communicatively coupled to one or more seed placement sensors 80 (e.g., one sensor per row unit) configured to generate data indicative of the placement of the deposited seeds within the soil, such as one or more ground penetrating radars configured to detect seeds located underneath the soil surface. In addition, the computing system 102 may be communicatively coupled to one or more additional sensors configured to generate data indicative of the timing and frequency of the seeds being deposited within the furrow by each row unit, such as a seed tube sensor 90 and/or a seed meter sensor 92 provided in association with each row unit 18. As indicated above, in several embodiments, one or more of such sensors 90, 92 may be used as a timing sensor(s) 140 within the disclosed system 100 for generating a timing signal(s) that provides the computing system 102 with a timing input for determining when to activate the seed placement sensor 80 and/or sample the data generated by seed placement sensor 80.
It should be appreciated that the computing system 102 may correspond to any suitable processor-based device(s), such as a computing device or any combination of computing devices. Thus, as shown in
In several embodiments, the data 108 may be stored in one or more databases. For example, the memory 106 may include a sensor database 112 for storing sensor data and/or other relevant data that may be used by the computing system 102 in accordance with aspects of the present subject matter. For instance, during operation of the planting implement, data from all or a portion of the sensors communicatively coupled to the computing system 102 may be stored (e.g., temporarily) within the sensor database 112 and subsequently used to determine one or more parameter values associated with the operation of the planting implement, including any or all data generated by the timing sensor(s) 140 (e.g., the seed tube sensor 90 and/or the seed meter sensor 92) and/or the seed placement sensor 80.
Additionally, in several embodiments, the instructions 110 stored within the memory 106 of the computing system 102 may be executed by the processor(s) 104 to implement a data collection/sampling module 114. In general, the data collection/sampling module 114 may be configured to activate/deactivate each seed placement sensor 80 to selectively collect data associated with the placement of seeds within the ground and/or to selectively sample the data received from the seed placement sensor 80. For example, as will be described below, based on the timing signals received from the timing sensor(s) 140, the computing system 102 may be configured to activate each seed placement sensor 80 for a given period of time selected based on the determined time window or evaluation window across which each deposited seed will pass through the detection zone 82 of the sensor 80, thereby allowing for the selective collection of sensor data in view of the timing signals. Alternatively, when each seed placement sensor 80 is configured to continuously collect data, the computing system 102 may be configured to selectively sample the data received from each seed placement sensor 80 based on the timing signals from the timing sensor(s) 140, thereby allowing the computing system 102 to evaluate data associated with each instance at which it is determined or estimated that a given seed will be passing through the detection zone 82 of the seed placement sensor 80. The sensor data collected and/or sampled may then analyzed by the data collection/sampling module 216 to determine or estimate one or more seed placement parameters associated with the deposited seeds, such as individual seed depths/positions, relative seed spacing, seed population, missing seeds, etc.
Referring still to
In other embodiments, the control module 116 may be configured to execute an automated control action designed to adjust the operation of the row unit 18 or the planting implement 10. For instance, in one embodiment, the computing system 102 may be configured to automatically adjust the depth of the furrow being cut into the soil (e.g., by adjusting the relative position of the gauge wheel and opening assembly 26 via control of the gauge wheel actuator 134) based on placement data associated with the current depth at which the seeds are being planted. Similarly, in one embodiment, the computing system 102 may be configured to automatically adjust the operation of the seed meter 50 to vary the rate at which seeds are being deposited within the soil based on placement data associated with the current seed spacing and/or seed population. For instance, the computing system 102 may be configured to increase or decrease the speed at which the seed disc of the seed meter 50 is being rotated (e.g., via control of the meter drive member 130) if it is determined that the seed spacing needs to be adjusted relative to a target seed spacing range. Similarly, the computing system 102 may be configured to increase or decrease the vacuum pressure applied to the seed meter 50 (e.g., via control of the vacuum source 132) if it is determined that the current seed population is too low or too high relative to a target seed population range. As another example, the detection of missing seeds may be indicative of plugging or issues with the closing system. In such instances, the computing system may be configured to automatically adjust the operation of the row unit 18 and/or the planting implement 10 to address issues related to plugging/closing.
Moreover, as shown in
It should be appreciated that, in general, the computing system 102 may include suitable computing device(s) that is configured to function as described herein. In several embodiments, the computing system 102 may form part of an active planting system configured to perform a planting operation, such as by including a vehicle controller of a work vehicle configured to tow an associated planting implement 10 and/or an associated implement controller of the planting implement 10.
As indicated above, each timing sensor 140 may generally correspond to any suitable sensor(s) and/or sensing device(s), including any one or a combination of the various sensors described herein. For example, in several embodiments, each timing sensor 140 may correspond to the seed tube sensor 90 for the respective row unit 18. Specifically, since the seed tube sensor 90 is generally configured to detect seeds as they pass through the seed tube 52, the sensor 90 may be configured to generate “timing signals” that can be used by the computing system 102 to identify the instance or moment at which seeds are passing by a known location within the seed tube 52. In such an embodiment, by knowing or detecting certain parameters associated with the row unit 18, such as the relative positioning of the seed tube sensor 90 within the seed tube 52, the seeding rate, the relative position of the row unit on the implement 10, the turning radius of the implement 10 (if applicable), the geometry and/or dimensions of the seed tube 52, the relative height of the seed tube 52 above the furrow, the relative positioning of the seed tube 52 and the seed placement sensor 90 (e.g., the longitudinal distance between the outlet of the seed tube 52 and the seed placement sensor 90), and the current ground speed of the planting implement 10 and/or the row unit, the computing system 102 may be configured to utilize the “timing signals” received from the seed tube sensor 90 as a timing mechanism or means to determine when each individual seed will be passing through the detection zone 82 of the seed placement sensor 80. For instance, the data generated by the seed tube sensor 90 may be used to calculate a time delay between the instance at which the seed is detected by the seed tube sensor 90 and the instance at which the seed will begin to pass through the detection zone 82 of the seed placement sensor 80 (or an instance right before the seed will begin pass through the sensor's detection zone 82).
As another example, each timing sensor 140 may correspond to the seed meter sensor 92 of the respective row unit 18. Specifically, since the seed meter sensor 92 is generally configured to detect seeds as they pass through the seed meter 50, the sensor 92 may be configured to generate “timing signals” that can be used by the computing system 102 to identify the instance or moment at which seeds are passing by a known location within the seed meter 50. In such an embodiment, by knowing or detecting certain parameters associated with the row unit 18, such as the relative positioning of the seed meter sensor 92 within the seed meter 50, the seeding rate, the relative position of the row unit on the implement 10, the turning radius of the implement 10 (if applicable), the geometry and/or dimensions of the seed tube 52, the relative height of the seed tube 52 above the furrow, the relative positioning of the seed tube 52 and the seed placement sensor 80 (e.g., the longitudinal distance between the outlet of the seed tube 52 and the seed placement sensor 80), and the current ground speed of the planting implement 10 and/or the row unit 18, the computing system 102 may be configured to utilize the “timing signals” received from the seed meter sensor 92 as a timing mechanism or means to determine when each individual seed will be passing through the detection zone 82 of the seed placement sensor 80. For instance, similar to that described above with reference to the sensor data derived from the seed tube sensor 90, the data generated by the seed meter sensor 92 may be used to calculate a time delay between the instance at which the seed is detected by the seed meter sensor 92 and the instance at which the seed will begin to pass through the detection zone 82 of the seed placement sensor 80 (or an instance right before the seed will begin pass through the sensor's detection zone 82).
As indicated above, by using the timing signals from the timing sensor(s) 140 to calculate a time delay between the detection of a pre-planted seed (e.g., as it passed through a component of the row unit 18) and the time at which the subsequently planted seed will begin to pass through (or is about to pass through) the detection zone 82 of the seed placement sensor 80, the computing system 102 can selectively collect and/or selectively sample sensor data to simplify the detection of planted seeds located below the soil surface. For instance, when the seed placement sensor 80 is configured to collect placement data in a non-continuous mode, the computing system 102 may be configured to activate the seed placement sensor following the time delay such that the sensor 80 collects data for a limited period of time generally corresponding to the time across which the seed passes through the sensor's detection zone 82. Such selective collection of the seed placement data generally reduces the overall amount of data that must be processed by the computing system 102 and also focuses the data collection only across the areas of interest in which seeds should be located. Alternatively, when the seed placement sensor 80 is configured to collect placement data in a continuous mode, the computing system 102 may be configured to only sample the sensor data received from the seed placement sensor 80 across a limited time period initiated at the expiration of the time delay. Such selective sampling of the seed placement data generally allows the computing system 102 to filter out data associated with the areas of the field extending between seed placements and, thus, focuses the data analysis only across the areas of interest in which seeds should be located.
An exemplary application of the above-described timing signals will now be described with reference to
It should be appreciated that, by using the above-described data collection and/or sampling methodology, seed placement data may be determined for each individual seed deposited within the soil. Moreover, by analyzing such data over time across a given number of seeds, additional placement parameters may be determined for the deposited seeds, such as seed spacing, the seed population, and/or the like.
Additionally, it should be appreciated that the identified or selected evaluation window 168 for each seed may also be used as the basis for adjusting or varying the operating parameters of the seed placement sensor 80. For instance, various sensor operating parameters, such as the operating frequency, power, and/or the like, may be varied based on whether the sensor 80 is collecting data within or outside the evaluation window 168 associated with each seed 41. For example, when the seed placement sensor 80 corresponds to a ground penetrating radar, the frequency band across which the sensor 80 is operating may be varied such that sensor operates at a first frequency band across evaluation window 168 and at a second frequency band for the time periods between each evaluation window 168.
Referring now to
As shown in
Additionally, at (204), the method 200 may include identifying a time associated with when the seed will pass through a detection zone of a seed placement sensor supported relative to the row unit based on the timing signal. Specifically, as described above, the computing system 102 may be configured to calculate the time at which a detected seed will pass through the detection zone 82 of the seed placement sensor 80 based on the timing signals received from the timing sensor 140. For instance, in one embodiment, the computing system 102 may calculate a time delay between an instance at which the seed is detected by the timing sensor 140 and an instance at which the seed is about to or begins to pass through the detection zone 82 of the seed placement sensor 80. The time delay may then be used, for example, to identify or select an evaluation window 180 across which the seed placement sensor 80 will be activated and/or data from the sensor 80 will be sampled.
Moreover, as shown in
It is to be understood that, in several embodiments, the steps of the method 200 are performed by the computing system 102 upon loading and executing software code or instructions which are tangibly stored on a tangible computer readable medium, such as on a magnetic medium, e.g., a computer hard drive, an optical medium, e.g., an optical disc, solid-state memory, e.g., flash memory, or other storage media known in the art. Thus, in several embodiments, any of the functionality performed by the computing system 102 described herein, such as the method 200, is implemented in software code or instructions which are tangibly stored on a tangible computer readable medium. The computing system 102 loads the software code or instructions via a direct interface with the computer readable medium or via a wired and/or wireless network. Upon loading and executing such software code or instructions by the computing system 102, the computing system 102 may perform any of the functionality of the computing system 102 described herein, including any steps of the method 200 described herein.
The term “software code” or “code” used herein refers to any instructions or set of instructions that influence the operation of a computer or controller. They may exist in a computer-executable form, such as machine code, which is the set of instructions and data directly executed by a computer's central processing unit or by a controller, a human-understandable form, such as source code, which may be compiled in order to be executed by a computer's central processing unit or by a controller, or an intermediate form, such as object code, which is produced by a compiler. As used herein, the term “software code” or “code” also includes any human-understandable computer instructions or set of instructions, e.g., a script, that may be executed on the fly with the aid of an interpreter executed by a computer's central processing unit or by a controller.
This written description uses examples to disclose the technology, including the best mode, and also to enable any person skilled in the art to practice the technology, including making and using any devices or systems and performing any incorporated methods. The patentable scope of the technology is defined by the claims, and may include other examples that occur to those skilled in the art. Such other examples are intended to be within the scope of the claims if they include structural elements that do not differ from the literal language of the claims, or if they include equivalent structural elements with insubstantial differences from the literal language of the claims.