WO2022116935A1 - Path range determination method and apparatus, and path planning method and apparatus - Google Patents
Path range determination method and apparatus, and path planning method and apparatus Download PDFInfo
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Definitions
- the present application relates to the technical field of path determination of operating equipment, and in particular, to a path range determination method and device, and a path planning method and device.
- Land leveling is an important part of land development management and farmland water resources management. It often requires mechanical equipment to level the inclined, uneven ground into a level or a ground with a certain slope.
- the main purpose of land leveling is to facilitate farming, sowing and irrigation. , drainage, fertilization, spraying and harvesting operations can promote the intensive use of land and large-scale management; it can facilitate mechanized farming, improve agricultural production conditions, and speed up the modernization process of agriculture.
- the present application provides a path range determination method and device, and a path planning method and device.
- the present application can adjust the leveling path range in real time, avoid the phenomenon of missing leveling or double leveling, and improve the leveling efficiency.
- the present application provides a method for determining a path range, the method comprising: when the flatness of a plot in the current operating range satisfies a set condition, updating the current operating range to obtain a plot whose flatness does not meet all requirements.
- the target operation range of the set conditions wherein, the set conditions include that the flatness of the plot in the current operation range is less than or equal to the expected flatness of the target operation plot; the current operation range and the target The work scopes are all located in the target work plots.
- the present application provides a path planning method, the method comprising: determining a target operation scope according to the land flatness of the target operation area; the land flatness of the target operation area does not meet a set condition; wherein , the setting conditions include that the flatness of the target operating area is less than or equal to the expected flatness of the target operating area; determining a target flat path within the target operating area, and the target flat path is used for The work equipment is guided to perform leveling work within the target work range.
- the present application provides a path range determination device, the device comprising: an update module configured to update the current operation range when the flatness of the plot in the current operation range meets a set condition, so as to obtain the flatness of the plot The target operation range whose degree does not meet the set condition; wherein, the set condition includes that the flatness of the plot in the current operation range is less than or equal to the expected flatness of the target operation plot; the current operation range and the target operation range are located in the target operation plot.
- the present application provides a path planning device, the device comprising: a determination module configured to determine a target operation range according to the land flatness of the target operation area; the land flatness of the target operation area does not meet the required setting conditions; wherein, the setting conditions include that the flatness of the target operation area is less than or equal to the expected flatness of the target operation area; determining the target level path within the target operation area, the target The leveling path is used to guide the work equipment to perform leveling work within the target work range.
- an embodiment of the present application provides a computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, implements the method in any one of the foregoing embodiments.
- an embodiment of the present application provides a work equipment control unit, including a processor and a memory, the memory stores machine-readable instructions, and the processor is configured to execute the machine-readable instructions to implement the method in any one of the foregoing embodiments .
- an embodiment of the present application provides a work equipment, including: a body; a power device installed on the body to provide power for the work equipment; and a work equipment control unit; the work equipment control unit includes a processor and a memory, and the memory Machine-readable instructions are stored for execution by the processor to implement the method of any of the preceding embodiments.
- any of the above technical solutions of the present application can at least achieve the following technical effects.
- the flatness of the plot satisfies the set condition, that is, the current operating range that meets the flatness requirement is updated, so that the plot flatness of the updated target operating range does not meet the flatness requirement.
- leveling equipment also known as work equipment
- the way that leveling equipment performs repeated leveling operations in a fixed area can solve the problem that the leveling equipment is prone to heavy leveling due to repeated leveling operations within a fixed range, and it is easy to appear because other areas are not leveled.
- the problem of leakage and leveling can be avoided, thereby avoiding useless operations and missed operations on the leveling equipment.
- the leveling equipment is required to level the target operating range only when the target operating range can be updated. Therefore, when the target operating range cannot be updated, it can be understood that If the flatness of the entire target operation plot has met the requirements and does not need to be flattened, the leveling equipment does not need to perform the leveling operation. Therefore, the application can also avoid the useless operation of controlling the leveling equipment to enter the plot that has met the requirements of the flatness of the plot. Conducive to improving the efficiency of agricultural operations.
- the present application has the following beneficial effects.
- the plot boundary of an operation plot is first indented into a reliable boundary, and then a plurality of candidate paths of the operation plot are processed according to the reliable boundary , obtain at least one alternate path of the grader on the plot to be operated, and each alternate path is within the reliable boundary; then calculate the work efficiency of each alternate path through all discrete points corresponding to each alternate path, and calculate the work efficiency from Find the optimal flat path among multiple candidate paths.
- the present application determines the leveling path by calculating the working efficiency of each alternate path, so that when the grader works according to the leveling path, the optimal land leveling efficiency can be achieved and has good practicability.
- the embodiments of the present application when the work equipment is located in the dead zone, the path parameters of the work equipment are updated, and then the escape path of the work equipment can be determined according to the updated path parameters, wherein the end point of the escape path is outside the dead zone. Since the end point of the escape path is located outside the dead zone, the working equipment can move out of the dead zone by moving along the escape path. Therefore, the embodiments of the present application can achieve the beneficial effect of effectively removing the working equipment from the dead zone.
- FIG. 1 is a schematic flowchart of a method for determining a path range on flat ground provided by an embodiment of the present application.
- FIG. 2 shows an implementation of 104 in FIG. 1 .
- FIG. 3 shows an implementation of 104-1 in FIG. 2 .
- FIG. 4 is a schematic flowchart of a method for determining a path range on flat ground provided by another embodiment of the present application.
- FIG. 5A is a schematic diagram of the current working range of the sector provided by an embodiment of the present application.
- FIG. 5B is a schematic diagram of a circular current working range provided by an embodiment of the present application.
- FIG. 6 is a schematic flowchart of a method for planning a path on flat ground provided by an embodiment of the present application.
- FIG. 7 shows an implementation of 202 in FIG. 6 .
- FIG. 8 shows an implementation of 202-1 in FIG. 7 .
- FIG. 9 is a schematic diagram of a scenario for generating a candidate path according to an embodiment of the present application.
- FIG. 10 is a schematic diagram of an arc candidate path according to an embodiment of the present application.
- FIG. 11 shows an implementation of 202-2 in FIG. 7 .
- FIG. 12 is a schematic diagram of processing candidate paths according to an embodiment of the present application.
- FIG. 13 shows a schematic flowchart of a method for generating a flat path provided by an embodiment of the present application.
- FIG. 14 shows an example diagram of a reliable boundary provided by an embodiment of the present application.
- FIG. 15 shows an example diagram of an alternate path provided by an embodiment of the present application.
- FIG. 16 is a schematic flowchart of step S105 in the method for generating a flat path shown in FIG. 13 .
- FIG. 17 is a schematic flowchart of sub-step S1053 in step S105 shown in FIG. 16 .
- FIG. 18 shows an example diagram of a discrete work area provided by an embodiment of the present application.
- FIG. 19 is a schematic flowchart of sub-step S1054 in step S105 shown in FIG. 16 .
- FIG. 20 shows an example diagram of the height of the discrete work area provided by the embodiment of the present application.
- FIG. 21 shows a schematic flowchart of a method for generating a flat path provided by another embodiment of the present application.
- FIG. 22 shows a schematic flowchart of a method for generating a flat path provided by another embodiment of the present application.
- FIG. 23 is a structural block diagram of a work equipment control unit provided by an embodiment of the present application.
- FIG. 24 shows a structural block diagram of the working equipment provided by the embodiment of the present application.
- FIG. 25 shows a flowchart of a method for planning a path out of a dead zone provided by an embodiment of the present application.
- FIG. 26 is a schematic diagram 1 of an application scenario of the path planning method for leaving the dead zone provided by the embodiment of the present application.
- FIG. 27 is a schematic diagram 2 of an application scenario of the path planning method for leaving the dead zone provided by the embodiment of the present application.
- FIG. 28 is a schematic diagram 3 of an application scenario of the path planning method for leaving the dead zone provided by the embodiment of the present application.
- FIG. 29 shows a flowchart of a method for planning a path out of a dead zone provided by another embodiment of the present application.
- FIG. 30 is a schematic diagram 4 of an application scenario of the path planning method for leaving the dead zone provided by the embodiment of the present application.
- FIG. 31 is a schematic diagram 5 of an application scenario of the path planning method for leaving the dead zone provided by the embodiment of the present application.
- FIG. 32 is a specific flowchart of S220 of the method shown in FIG. 25 .
- FIG. 33 is a schematic diagram 6 of an application scenario of the path planning method for leaving the dead zone provided by the embodiment of the present application.
- FIG. 34 is a functional block diagram of an apparatus for determining a path range provided by an embodiment of the present application.
- FIG. 35 is a functional block diagram of a path planning apparatus provided by an embodiment of the present application.
- FIG. 36 is a structural block diagram of a work equipment control unit according to an embodiment of the present application.
- farmland leveling The main purpose of farmland leveling is to facilitate operations such as farming, sowing, irrigation, drainage, fertilization, spraying and harvesting.
- the farmland land is more suitable for farming, which can improve the topography of the farmland surface and improve farmland irrigation efficiency and irrigation uniformity. , to achieve the effect of saving water and increasing production.
- the leveling equipment also known as work equipment
- the leveling operator before driving the leveling equipment (also known as work equipment) for leveling work, the leveling operator often could only estimate the area that needs to be leveled by observation, and then plan the leveling path in the estimated area. , the leveling equipment starts to perform leveling operations within the estimated fixed range area according to the planned path.
- the above method has the following drawbacks.
- the flatness of the land in the estimated fixed area may have reached the leveling requirements, but the leveling operator still performs the leveling operation within the fixed area, and the phenomenon of repeated leveling occurs.
- the leveling operator there is an area to be leveled outside the fixed range, but the leveling operator only performs the leveling operation within the fixed range, and the phenomenon of level leakage occurs. Due to the problem of heavy leveling or leakage leveling, the leveling equipment may be in a state of useless work all the time during the operation, which reduces the leveling efficiency.
- an embodiment of the present application proposes a method for determining a path range for leveling (also known as a method for determining a path range), which can adjust the current operating range of the leveling equipment in real time.
- a method for determining a path range for leveling also known as a method for determining a path range
- the degree of flatness meets the set conditions, it indicates that leveling is not required in the current operating range, which reduces the risk of re-leveling.
- the current operating range is expanded so that the flatness of the plots in the adjusted range does not meet the set conditions, and it is considered that
- the adjusted current operation range includes the area to be leveled, and the current operation area at this time is used as the target operation area.
- the area to be leveled can be leveled, reducing the risk of leakage.
- the flatness of the plot in the current operating range has always met the set conditions, it means that the entire target operating plot does not need to be flattened, and it can be avoided to control the entry of the leveling equipment to meet the flatness requirements of the plot.
- the useless operation of the land is conducive to improving the efficiency of agricultural operations.
- FIG. 1 is a schematic flowchart of a method for determining a path range on flat ground provided by an embodiment of the present application. As shown in FIG. 1 , the method for determining a path range on flat ground provided by this embodiment of the present application includes the following steps.
- the setting condition includes that the flatness of the plot in the current operating range is less than or equal to the expected flatness of the target operating plot.
- the flatness of the plot represents the degree of unevenness of the target operation plot, reflects the fluctuation of the surface of the target operation plot, and is an index for optimizing and estimating the quality of farmland cultivation.
- different plots have different requirements for the flatness of the plots, which can be understood as the expected flatness of the plots for different operation requirements can be different.
- the flatness of the farmland that needs to be irrigated must be at least 3 cm, that is, the height difference of the land cannot exceed 3 cm; the flatness of some rough farmland for planting crops can reach 5 cm. It can be seen from this that the expected flatness can be set according to the operation requirements or according to the experiment.
- the flatness of the target operation plot can be obtained by processing the images surveyed and mapped by the UAV, or obtained by other methods in the related art that can achieve the flatness of the terrain plot, which is not limited in the embodiments of the present application. .
- the target operation range refers to a range obtained during the process of updating the current operation range and including at least one area to be leveled in the target operation plot.
- the determined target operation range can be used to plan a leveling path; the leveling path is used to guide the leveling equipment to level the area to be leveled within the target operation range.
- the flatness of the plot in the target operation area does not meet the set conditions, that is, the flatness of the plot in the target operation area is greater than the expected flatness, it indicates that the target operation area includes the area to be leveled, so that the target operation area is The flatness of the land becomes worse, which means that the land within the current scope of operation after expansion needs to be flattened.
- the target operation scope is the scope that does not exceed the target operation plot. It can be understood that both the current operation scope and the target operation scope are located in the target operation plot.
- the present application firstly adjusts the current operation range in real time according to the plot flatness of the target operation plot. If the flatness satisfies the set conditions, it means that leveling is not required in the current operating range, which reduces the risk of re-leveling. At this time, the current operating range is expanded so that the flatness of the plots in the adjusted range does not meet the set conditions, then it is considered that The adjusted current operation range includes the area to be leveled, and the current operation area at this time is used as the target operation area. When the target operation area is leveled, the area to be leveled can be leveled, reducing the risk of leakage.
- FIG. 2 shows an implementation of 104 in FIG. 1 .
- 104 includes the following steps.
- the flatness of the plot represents the degree of unevenness of the target operation plot, and reflects the height difference of the target operation plot's surface. Therefore, the ground of the current operation scope can be determined according to the elevation information of the current operation scope. Block flatness.
- the elevation information corresponding to the current operating range can be obtained by any technology such as global positioning technology GPS (Global Positioning System, GPS), digital surface model DSM (Digital Surface Model, DSM) technology, which is not limited here.
- GPS Global Positioning System, GPS
- DSM Digital Surface Model
- the elevation information corresponding to the target operation plot where the current operation scope is located may be recorded.
- the elevation information of the entire target operation plot can be obtained through GPS technology, DSM technology or other related technologies, and then the current operation range can be determined from the target operation plot based on the current position and turning radius of the leveling equipment. , and obtain the obtained elevation information corresponding to the current operation range from the elevation information of the target operation plot.
- the elevation information corresponding to the enlarged area can be obtained from the elevation information of the target operation plot, thereby facilitating the subsequent calculation of the flatness of the plot in the expanded current operation scope. operate.
- 104-2 can be understood as: when the flatness of the plot in the current operating range satisfies the set condition, the current operating range is expanded and/or shifted until the obtained flatness of the plot in the target operating range does not satisfy the set condition. Set conditions.
- the land representing the current operation scope no longer needs to be leveled, and the current operation scope can continue to be expanded.
- the flatness of the plot corresponding to the enlarged current operating range is greater than the expected flatness, it means that the enlarged current operating range includes the area to be flattened in the plot, so that the flatness of the plot in the enlarged current operating range becomes Poor, that is, greater than the expected flatness, at this time, it means that the land within the expanded current operating range needs to be leveled. Therefore, a path can be planned within the expanded current operation range (ie, the obtained target operation range), and the area to be leveled can be leveled, so that the leveling operation can achieve the expected operation effect.
- the current operating range when the flatness of the plot in the current operating range is less than or equal to the expected flatness, in order to obtain the target operating range, the current operating range can be translated until the land in the target operating range obtained by translation is flat. does not meet the set conditions.
- the current operating range can be divided into a plurality of fan-shaped areas with the center point of the current operating range, and then, along the direction extending outwards from the radius, translate a preset distance until the land of the target operating range obtained by translation is flat. does not meet the set conditions.
- the expanded current operation area exceeds the target operation area, and the flatness of the expanded current operation area still meets the set conditions, it means that the entire target operation area does not need to be leveled, which can avoid the need for leveling equipment to Useless work is carried out on the plots that have already met the requirements for the flatness of the plots.
- FIG. 3 is a schematic flowchart of an implementation manner of step 104-1 provided by an embodiment of the present application. That is, 104-1 includes the following steps.
- the current operation area in order to obtain the respective elevation values of the multiple sampling positions corresponding to the current operation area, the current operation area may be preprocessed.
- the minimum peripheral area including the current operation range can be obtained in advance, and then multiple measurement positions are randomly determined in the minimum peripheral area and obtained.
- the above-mentioned minimum peripheral area can be any one of the circumscribed quadrilateral, circumscribed arc, etc. of the current operating range.
- the minimum circumscribed rectangle may be used to determine the minimum circumscribed area, thereby optimizing the entire calculation process and saving calculation time.
- the target can be fully considered when adjusting the current operating range.
- the flatness of other areas of the operation plot enables the initial area to gradually include the area to be flattened during the expansion process, thereby making the determined target operation range more reasonable.
- the reference height (such as the average height value) of the entire plot is H
- the flatness of the plot corresponding to the current operation range can be calculated by methods such as the average flatness of the plot, or the flatness of the worst plot. For example, in the scenario of the example, when the user expects to evaluate the overall leveling effect of the target operation plot, the average parcel levelness can be calculated; when the user expects to evaluate the worst effect of the parcel leveling among the target operation parcels, it can be calculated Worst plot flatness.
- M represents the number of measurement locations
- MH represents the worst land flatness or average land flatness
- h j represents the elevation value corresponding to the jth measurement location
- H represents the target The average height value of the job plot.
- the flatness of the plot in the current operating range can be accurately obtained, and then the current operating range can be adjusted according to the flatness of the plot in the current operating range, so that the flatness of the plot corresponding to the adjusted target operating range is gradually larger than the target operating plot.
- the desired leveling even if the adjusted target work area includes the area to be leveled in the target work lot.
- the leveling equipment can then complete the leveling operation of the area to be leveled within the target operation range, so that the target operation plot can meet the desired leveling requirements.
- the current working range in the above-mentioned embodiment may be the initial working range of the leveling equipment when the current operation starts, or the initial working range of the leveling equipment in the current operation.
- the target job scope after update processing the shape of the current working range can be one of polygon, circle and sector.
- a scope parameter used to measure the current job scope can be determined according to the shape of the current job scope.
- the current job scope is the initial job scope
- a possible implementation manner of determining the scope parameter of the current job scope is given below. It can be understood that a way to obtain the initial operating range is given, see FIG. 4 .
- FIG. 4 shows a schematic flowchart of a method for determining a flat path range provided by another embodiment of the present application, and the method includes the following steps.
- the scope parameter when the shape of the current operation scope is a polygon, the scope parameter includes the minimum length and the minimum width, or the scope parameter includes the minimum inscribed circle radius of the initial operation scope.
- the minimum length and the minimum working width are both greater than or equal to the turning diameter of the leveling equipment, and the minimum inscribed circle radius is greater than or equal to the turning diameter of the leveling equipment.
- the range parameter includes a radius, which is greater than or equal to the turning diameter of the grade equipment.
- the initial operating range can be determined directly based on the current position and turning radius of the leveling equipment, independent of the user's operation, so that the obtained initial operating range can meet the requirements of flexible folding of the leveling equipment.
- the initial work range may be a current work range randomly estimated by the graders in the target work plot before planning the grader path according to the actual work scenario.
- the computing device that executes the method for determining the range of a leveling path in the embodiments of the present application may also perform a calculation on the initial working range estimated by the leveling operator based on the equipment parameters of the leveling equipment. auto-adjust.
- the equipment parameters may include, but are not limited to, the current position of the leveling equipment and the turning radius of the leveling equipment.
- the initial operating range estimated by the leveling operator is automatically adjusted, including: adjusting the initial operating range according to the turning radius of the leveling equipment, or the current position and turning radius, so that the final initial operating range is obtained.
- the working range can meet the needs of flexible folding of the leveling equipment.
- the initial operating range obtained by human estimation may not meet the requirements for flexible folding of the leveling equipment. Therefore, in order to realize the initial operating range determined for the first time, the requirements for flexible folding of the leveling equipment can be satisfied.
- the initial operating range may not be determined by the leveling worker, but automatically determined by the computing device that executes the method for determining the leveling path range in the embodiment of the present application, without relying on human operation, and avoiding the initial operation caused by manual estimation.
- the determination of the working range is not accurate, and the phenomenon that the flexible operation of the leveling equipment cannot be satisfied occurs.
- the flexible folding mechanism can be planned.
- its minimum width and minimum length can be set to be greater than or equal to the minimum turning diameter of the grade equipment; and for the current working range in the shape of a circle or a sector, its range parameter can be a radius , and in order to ensure that the leveling equipment can be flexibly turned back within a fan-shaped or circular range, the radius can be set to be greater than or equal to the minimum turning diameter of the leveling equipment.
- the range parameter of the current working range may further include the center angle.
- the center angle may be a positive integer less than or equal to 360 degrees.
- the turning radius in the above may be the minimum turning radius of the grade equipment.
- FIG. 5A is a schematic diagram of the current operating range of the sector provided by an embodiment of the present application.
- the range parameter of the work range not only includes the radius, but also includes the central angle, where the central angle is a positive integer less than 360 degrees. Based on this, a method for updating the target operation scope by expanding the current operation scope is given below, that is, a possible method of step 104-2 includes the following steps.
- the preset rule may be one of an addition rule, a multiplication rule, and an exponential rule, or a combination of at least two of them.
- the following takes the application of one of the addition rule, the multiplication rule, and the exponential rule as an example to introduce the adjustment method of the sector operation range.
- the center angle of the current operating range of the sector is ⁇ (0 ⁇ 2 ⁇ )
- the length of the radius is r
- the expected flatness is H *
- the flatness of the plot corresponding to the current operating range of the sector is MH
- the updated The radius of the target operating range is r * .
- the center angle can also be appropriately increased.
- the angle can be expanded according to the following relationship, where ⁇ * is the updated arc angle value, to set an upper bound.
- the target working range can be determined according to the determined radius length and the center angle.
- the state that the radius of the current operating range of the sector does not change can be triggered by the following event: the flatness of the plot corresponding to the current operating range of the enlarged sector is greater than the expected flatness, which indicates that the enlarged current operating range is within the The flatness of the land becomes worse, and the area includes the area to be flattened. Therefore, the radius of the current operating area that can trigger the sector will no longer change.
- FIG. 5B is a schematic diagram of a circular current working range provided by an embodiment of the present application.
- the range parameter of the current work range contains the radius. Based on this, an implementation manner of expanding the scope of the current operation is given below, that is, another possible manner of step 104-2 includes the following steps.
- the radius can be expanded according to the addition rule, multiplication rule or exponential rule in scene 1.
- the target working range can be determined according to the determined radius length and the center angle of the circle.
- the state that the radius length of the current working range of the circle no longer changes may be triggered by the following event: the flatness of the plot corresponding to the current working range of the enlarged circle is greater than the expected smoothness.
- the present application can adjust the path range of leveling in real time, so that the obtained range area includes at least one area to be leveled.
- the leveling equipment can follow the The planned path is leveled in the area to be leveled, which reduces the risk of leaking or re-leveling, avoids the situation where the leveling equipment does useless work in the area that does not need to be leveled, and at the same time can avoid the phenomenon of double-leveling or leaking, which improves the leveling performance. work efficiency.
- a target operation range that does not meet the set conditions can be determined. Based on this, planning the leveling path within the determined target operation range can reduce the risk of double leveling or missing leveling. Therefore, the embodiments of the present application provide a leveling path planning method (also known as a path planning method) based on the determined target operating range, so as to improve the leveling efficiency, ensure that the leveling shovel is not empty or fully loaded, and reduce the energy consumption of the leveling equipment , to achieve the purpose of precise leveling.
- a leveling path planning method also known as a path planning method
- FIG. 6 is a schematic flowchart of a method for planning a path on flat ground provided by an embodiment of the present application. Specifically, the flat ground path planning method provided by the embodiment of the present application includes the following steps.
- the target operation range may be a range including at least one area to be leveled in the target operation plot, and the flatness of the plot in the target operation range does not meet the set condition.
- the setting condition includes that the flatness of the land in the target operation area is less than or equal to the expected flatness of the target operation land.
- the leveling path also called a target leveling path
- the leveling path is used to guide the leveling equipment to perform leveling operations within the target operation range.
- the leveling path planning method determines a target operation range including the area to be leveled in the target operation plot, and then within the target operation range, according to the operation information of the leveling equipment and the average height value of the target operation plot As a reference index to determine the target flat path, to determine the target flat path. This reduces the risk of leaking or re-leveling.
- the target operating range can be obtained by the method for determining the range of a leveling path provided in any of the above embodiments of the present application, so as to reduce the risk of re-leveling or leakage and avoid the need for leveling equipment to perform Do useless work in a flat area to improve the efficiency of leveling operations.
- FIG. 7 is a schematic flowchart of an implementation manner of step 202 provided in this embodiment of the present application, that is, step 202 may include the following steps.
- the path direction of the candidate path is consistent with the current direction of the ground equipment.
- the range parameters of the target working range may include a radius length and a center angle.
- the method of generating the candidate path may be: taking the current position of the leveling equipment as the path starting point, and using the radius length as the path length to determine multiple path ending points, and the path between the path starting point and any path ending point can be a candidate path.
- the way to generate a candidate path can also be to take the current position of the leveling equipment as the starting point of the path, divide the center angle of the target operation range equally, and randomly obtain sampling points in the area corresponding to each equally divided angle, so that the sampling point position The distance from the current position is the radius length.
- candidate paths may also be generated in other manners according to actual requirements, which will not be repeated here.
- the generated candidate paths can be described by circular arcs or by B-spline curves that constrain the turning radius.
- B-spline curves are a sub-discipline of numerical analysis in mathematics.
- a special representation in which can accurately describe the position of each point in the candidate path.
- the load information of the leveling equipment refers to the amount of excavated and filled earth in the leveling shovel when the leveling equipment is in operation, and the load information of the leveling equipment may include the theoretical and actual earthwork carried by the leveling shovel. .
- the leveling equipment moves according to different candidate paths, one or more of the areas to be leveled may be leveled, so that the elevation of the plot corresponding to the candidate path changes. Therefore, the greater the elevation change on the candidate path, the higher the level. The more leveling work the equipment needs to do, to a certain extent, it can also indicate that the leveling equipment is more efficient when moving along the candidate path.
- the above process can be understood as follows: in an example, if the elevation value of the current working position of the leveling equipment is larger than the average height value, it indicates that the current working position needs to be leveled, and the soil at the current working position needs to be dug into the leveling shovel to avoid the Makes the current location's elevation value approximately match the average elevation value.
- the bearing capacity of the shovel Before digging soil into the shovel, the bearing capacity of the shovel also needs to be considered, so the difference between the amount of earth currently carried in the shovel and the theoretical capacity of the shovel can be calculated. If the difference is greater than or equal to the amount of earth that needs to be excavated at the current working position, all the soil that needs to be excavated at the current working position can be dug into the leveling shovel.
- the amount of earthwork is excavated at the current working position and the amount of earthwork that is consistent with the difference. It can be understood that in the situation that the current working position needs to be filled with soil, it is judged whether the actual amount of earthwork currently carried by the shovel is enough to fill the current working position, so that the elevation value of the current working position is consistent with the average height value.
- the method is: calculate The amount of earthwork that needs to be filled at the current working position. If the amount of earthwork to be filled is greater than or equal to the actual amount of earthwork currently carried by the shovel, fill all the earthwork actually carried in the current working position.
- the leveling equipment can determine the leveling method according to the elevation information of the current position, so as to achieve the purpose of precise leveling.
- the above-mentioned work efficiency represents the amount of elevation change when the leveling equipment moves according to the candidate path.
- the elevation change of the terrain is different.
- the device works more efficiently when moving along this candidate path.
- FIG. 8 is a schematic flowchart of an implementation manner of step 202-1 according to an embodiment of the present application, that is, a possible implementation manner of step 202-1 may include the following steps.
- the linear distance between any boundary position and the current position of the leveling equipment is equal to the length of the target operating range.
- the boundary point is quite located on the boundary that is far away from the current position of the leveling equipment in the target operation range, which can also facilitate the calculation of the position of the boundary point.
- the leveling shovel of the leveling equipment has a certain width value, in order to prevent the generated candidate paths from being too dense and causing the working areas of the leveling shovel to overlap, the distance between any two adjacent boundary point positions in this embodiment of the present application Can be greater than or equal to the grading blade width of the grading equipment to prevent too dense candidate paths.
- the boundary points may be obtained at equal intervals, or the boundary points may be obtained at unequal intervals, which is not limited here.
- the following describes the above-mentioned process of generating a candidate path in detail by taking the target working range as a sector as an example.
- FIG. 9 shows a schematic diagram of a scenario for generating a candidate path according to an embodiment of the present application.
- the size of the central angle ⁇ of the sector is 0 ⁇
- the size of the radius of the sector is r.
- TR is the minimum turning radius of the grader.
- the method of acquiring sampling points can be acquired at equal intervals or at unequal intervals, which is not limited here, but it is necessary to ensure that the minimum distance between each sampling point is the distance threshold ⁇ s.
- ⁇ s is generally the width of the grader shovel.
- TR is the minimum turning radius of the grader.
- the first step is to calculate the corresponding arc angle between adjacent boundary points, and the following relational formula can be obtained according to the knowledge of elementary geometry.
- ⁇ s i is the distance between two adjacent boundary points
- ⁇ i is the arc angle corresponding to the two adjacent boundary points
- r is the radius of the sector.
- (x i , y i ) is the position of the i-th boundary point
- ⁇ i is the i-th center angle
- the center angle of the i-th boundary point can be directly set as ⁇ i , which reduces computation and storage.
- FIG. 10 is a schematic diagram of a circular arc path provided by an embodiment of the application.
- Figure 10 shows the i-th arc path, then according to the knowledge of elementary geometry, the arc radius and arc angle can be obtained to satisfy the following relational expressions.
- ⁇ i corresponds to the arc angle of the i-th arc path
- r pi corresponds to the arc radius of the i-th arc path.
- each candidate path can be stored in the form of an arc, which reduces the amount of calculation and storage.
- FIG. 11 is a schematic flowchart of an implementation manner of step 202-2 provided by an embodiment of the present application. Step 202-2 may include the following steps.
- the leveling shovel since the leveling shovel has a certain length and width, a work area is formed when the leveling equipment moves according to the candidate path.
- the candidate path may be long, it is difficult to accurately measure the work efficiency when the grade equipment moves along the candidate path. Therefore, in the embodiment of the present application, the work area corresponding to each candidate path is divided into a plurality of sub-work areas, and then the corresponding elevation changes of the leveling equipment when operating in each sub-work area are calculated respectively, and finally the elevation in each sub-work area is calculated. The changes are superimposed together as the work efficiency corresponding to the candidate path.
- the accuracy of obtaining the work efficiency can be improved, thereby improving the reliability of the target flat path.
- an implementation manner of dividing the sub-job area is given below.
- the first step is to randomly sample each candidate path with a certain interval to obtain N discrete points.
- the number of N may be determined according to the length of the candidate path, which is not limited here.
- the second step is to determine the N-1 rectangular area with the distance between adjacent discrete points as the width and the length of the flat shovel as the length.
- the size of the rectangular area can be determined according to the distance between adjacent discrete points and the length of the leveling shovel.
- the average height value in each rectangular area can be obtained according to any technology such as GPS technology and DSM technology.
- FIG. 12 is a schematic diagram of processing candidate paths according to an embodiment of the present application. After each sub-working area of the candidate path is obtained, the elevation change corresponding to each sub-working area can be calculated.
- the load information of the leveling equipment includes the full earthwork volume V s of the shovel and the soil load V ij when the leveling equipment is at the current position.
- the shovel contains V i0 unit volume of soil, and after driving to the jth small rectangle of the ith candidate path , the estimated value of the average height of the soil in the jth small rectangle is h ij , the area of the rectangle is s ij , and there is V ij-1 unit volume of soil in the shovel.
- ei is the work efficiency of the leveling equipment when it completes one work area on the ith candidate path
- the initial value of ei is 0,
- ⁇ h ij is the jth sub-working area of the ith candidate path. Elevation change.
- the leveling shovel In the actual work scenario, if the elevation value of the jth sub-working area is larger than the average height value, the leveling shovel needs to dig the soil at the current position into the leveling shovel to reduce the elevation value of the j-th sub-working area to the same as the average.
- the height values are approximately the same, and the change in elevation is the elevation value of the current location minus the average height value. If the elevation value in the j-th sub-working area is smaller than the average height value, the leveling shovel needs to fill the soil in the leveling shovel into the current position, so that the elevation value of the j-th sub-working area is increased to be approximately the same as the average height value,
- the elevation change is the average elevation minus the elevation of the current location.
- the jth sub-working area will not be Flattening is required, with zero elevation change.
- the elevation threshold can be obtained according to experience or experiments, and will not be repeated here. Therefore, when calculating the elevation change in the j-th sub-working area, the calculation can be divided into the following scenarios.
- the elevation value in the j-th sub-working area is less than the average height value, that is, when h ij ⁇ H, the amount of earth in the shovel can be used to increase the elevation value in the j-th sub-working area, so that the The elevation value is reduced to approximately the same as the average elevation value. Therefore, the amount of elevation change in the j-th sub-working area can be calculated according to the following relational expression.
- the leveling equipment can use the current soil-carrying capacity to give the jth sub-working area Fill soil so that the elevation value h ij of the j-th sub-working area increases to be consistent with the average height value H.
- the elevation change in the j-th sub-working area is
- the elevation value in the j-th sub-working area is greater than the average height value, that is, when h ij ⁇ H, it indicates that the elevation value h ij in the j-th sub-working area needs to be reduced to be consistent with the average height value H. Therefore, according to the following relational formula Calculate the elevation change in the jth sub-working area.
- the amount of earth that the leveling equipment can excavate in the jth sub-working area is
- s ij >V s it indicates that the total amount of earthwork currently carried in the shovel and the amount of earthwork to be reduced in the jth sub-working area is greater than the full-loaded earthwork amount of the shovel V s .
- Scenario 1 and Scenario 2 give a specific method for calculating the amount of earthwork currently carried by the shovel.
- Scenario 1 When the elevation value in the jth sub-working area is less than or equal to the average height value, that is, when h ij ⁇ H, the method for calculating the amount of earthwork currently carried by the shovel can be as follows.
- Scenario 2 The elevation value in the jth sub-working area is greater than or equal to the average height value, that is, when h ij ⁇ H, the method for calculating the amount of earthwork currently carried by the shovel can be as follows.
- the total elevation change of the candidate path can be obtained by accumulating until the last rectangle, and then the work efficiency corresponding to the candidate path can be obtained.
- the candidate path with the maximum work efficiency can be directly used as the target flat path.
- a corresponding efficiency score may also be obtained based on the work efficiency of each candidate path, and the candidate path with the highest efficiency score may be used as the target flat ground path .
- An implementation of calculating the efficiency score according to the elevation change is given below.
- Step 1 Determine the efficiency score corresponding to each candidate path according to the work efficiency corresponding to each candidate path.
- Step 2 Determine the candidate path with the highest efficiency score as the target flat path.
- the efficiency score of each path can be evaluated by constructing a score map.
- the score map can be one of an identity map, a mean map, and a weighted map. For example, suppose the corresponding efficiency score of the ith candidate path is E i .
- the efficiency score can be calculated according to the following relationship.
- the efficiency score can be calculated according to the following relationship.
- E i is the efficiency score of the ith candidate path
- e i is the corresponding work efficiency when the leveling equipment works on the ith candidate path to complete the work area
- M i is the determination of multiple sub-systems on the ith candidate path The number of discrete points or the length of the i-th candidate path selected during operation.
- the efficiency score can be calculated according to the following relation.
- E i is the efficiency score of the i-th candidate path
- e i is the corresponding work efficiency when the leveling equipment works on the i-th candidate path to complete the work area
- ⁇ 1 and ⁇ 2 are preset weighting coefficients respectively.
- the path planning methods in the field of mobile robots for example, the unit decomposition method represented by Trapezoidal, Boustrophedon, etc., the inner spiral coverage method, the grid method represented by template model and potential field method, etc.
- the heuristic algorithms represented by , etc. are all aimed at obstacle avoidance problems. These path planning methods are still mainly based on line scanning for the planning of full coverage paths, and are not suitable for graders that need to consider terrain elevation and forklift load.
- the embodiment of the present application determines the leveling path by calculating the working efficiency of multiple backup paths, so that the grader can achieve the optimal land leveling efficiency when working according to the leveling path, which will be described in detail below.
- FIG. 13 shows a schematic flowchart of a method for generating a flat path provided by an embodiment of the present application.
- the method for generating a leveling path is applied to a processing device for controlling a leveler to perform leveling work, and the processing device may include, but is not limited to, a control module of the leveler itself, and an automatic driving device for agricultural machinery.
- the flat path generation method includes the following steps.
- S101 performing indentation processing on the plot boundary of the plot to be operated to obtain a reliable boundary of the plot to be operated.
- the parcel boundary of the to-be-operated parcel also known as the target operation parcel
- the target operation parcel is indented to obtain a reliable boundary of the to-be-operation parcel.
- the parcel boundary may include all parcel boundary lines and all parcel boundary vertices of the parcel to be operated, and the parcel boundary vertex refers to the intersection point where each parcel boundary line in the parcel to be operated intersects.
- the land parcel boundary can be obtained by those skilled in the art in any available manner, for example, manual field measurement, fixed-point mapping with a surveyor, surveying and mapping drone mapping, etc., or measurement based on radar or satellite remote sensing.
- the plot boundary can be indented, for example, the center point of the plot boundary is found first, and then based on the center point, the plot boundary is set according to a certain By reducing the proportion of , a reliable boundary of the plot to be operated can be obtained. It is also possible to move each plot boundary vertex of the to-be-operated plot by the same distance into the to-be-operated plot to obtain the reliable boundary vertex corresponding to each plot boundary vertex, and then connect each reliable boundary vertex in turn to obtain A reliable boundary of the plot to be operated can be obtained.
- the method of performing indentation processing on the plot boundary of the to-be-operated plot to obtain a reliable boundary of the to-be-operated plot may include: moving each plot boundary line in parallel into the to-be-operated plot Preset indentation distance to obtain reliable boundaries.
- the preset retraction distance is greater than or equal to the sum of twice the minimum turning radius of the grader and the shovel width of the grader.
- the preset retraction distance satisfies the following formula.
- d represents the preset retraction distance
- TR represents the minimum turning radius of the grader
- W represents the shovel width of the grader.
- the preset retraction distance is set in the above manner to ensure that the subsequent grader has enough turning space during the operation.
- the solid line frame is the plot boundary
- the dotted line box is the reliable boundary.
- the reliable boundary can be obtained by moving each plot boundary line parallel to the plot to be operated by a distance d.
- the candidate path refers to the planned operation route of the grader in the plot to be operated with the current position of the grader as the starting point.
- the candidate paths may be planned by those skilled in the art in any possible manner, for example, genetic algorithm, gradient descent method, etc., which will not be repeated here.
- S103 Process the multiple candidate paths to obtain at least one backup path of the grader on the plot to be operated. where each alternate path is within the reliable boundary.
- the candidate path is the operation route of the grader in the plot to be operated, and the reliable boundary is obtained by shrinking the plot boundary of the plot to be operated, it may appear that part of the candidate path is within the reliable boundary, and another part of the candidate path is within the reliable boundary. Some cases are outside the reliable boundary.
- the method of processing multiple candidate paths to obtain at least one backup path of the grader on the plot to be operated may be: adjusting each candidate path to obtain the backup path corresponding to each candidate path paths so that each alternate path is within the reliability boundary.
- the part of the candidate path beyond the reliable boundary can be deleted, and then the parts within the reliable boundary can be connected into a continuous path to obtain the candidate path.
- the alternate path corresponding to the path.
- the starting point of the candidate path that is, the current position of the grader
- step S103 may include the following sub-steps: S1031 , acquiring any target candidate path among the multiple candidate paths.
- the discrete elevation map includes multiple discrete coordinate points and the respective elevation values of the multiple discrete coordinate points.
- the discrete coordinate point can include the longitude and latitude of the point.
- the discrete elevation map can be obtained through a three-dimensional map, a point cloud map, or a contour and It is converted from a two-dimensional map, etc., and the following takes a three-dimensional map as an example for description.
- the three-dimensional map can be saved in the form of three-dimensional voxels, or can be saved in the form of recording the elevation data of each plane point in each grid.
- Each point in the three-dimensional map has location information, and the location information is the three-dimensional coordinates of each point, including longitude, latitude, altitude, and the like.
- the way to obtain the discrete elevation map by using the three-dimensional map can be: first, adopting an equal interval method to determine a plurality of discrete coordinate points in the plot to be operated, for example, to determine a discrete coordinate point every 1m in the plot to be operated; then , in the three-dimensional map, query the average terrain height within a circle with the current discrete coordinate point as the center and a preset radius (for example, 1.5m), and use the average terrain height as the elevation value of the current discrete coordinate point.
- the discrete elevation map can also be obtained by manual surveying and mapping. For example, a discrete coordinate point is taken every 1m in the plot to be operated, and then a circle with the discrete coordinate point as the center and a preset radius (for example, 1.5m) is measured. The average terrain height within the range, and the average terrain height is used as the elevation value of the discrete coordinate point.
- the above sub-steps S1031 to S1034 are processes of processing any candidate path among the multiple candidate paths as a backup path. Therefore, after the sub-step S1034 is executed, the sub-step S1031 further includes:
- step S1031 the backup path corresponding to each candidate path is obtained.
- A, B, C, D, and E are discrete points on the path, and A is the starting point, then starting from point A, determine whether each discrete point is one by one. Within the reliable boundary, after it is judged that point E is not within the reliable boundary, delete the part of the path after point D, the previous discrete point of point E, to obtain the backup path 1 as shown in the right figure.
- step S103 may further include the following sub-steps.
- S103a delete all specific candidate paths among the multiple candidate paths to obtain the at least one backup path.
- some of the specific candidate paths are beyond the reliable boundary. This can be understood as: in multiple candidate paths, delete all candidate paths with some paths beyond the reliable boundary (that is, the aforementioned specific candidate paths), and retain other paths whose parts do not exceed the reliable boundary to obtain backup path.
- Each alternate path includes at least two discrete points, and the distance between two adjacent discrete points is not less than the resolution of the discrete elevation map of the plot to be operated.
- the resolution of the discrete elevation map refers to the interval (for example, 1 m) between two adjacent discrete coordinate points in the discrete elevation map.
- the distance between two adjacent discrete points may be set to not less than 1 m.
- the working efficiency of the backup path refers to the land leveling efficiency of the motor grader when the motor grader is leveling the land according to the backup path.
- the multiple candidate paths are processed according to the reliable boundary, and after obtaining at least one backup path of the grader on the plot to be operated, it is necessary to calculate the work efficiency of each backup path, that is, to calculate the grader according to The land leveling efficiency when leveling the land for each alternate path.
- Step S105 will be described in detail below. On the basis of FIG. 13 , please refer to FIG. 16 , step S105 may include the following sub-steps.
- S1052 along the target backup path, take the distance between two adjacent discrete points as the width and the length of the shovel of the grader as the length to generate at least one discrete work area.
- the step of calculating the respective work efficiency of each alternate path according to all discrete points corresponding to each alternate path includes: generating at least one discrete work area according to all discrete points corresponding to each alternate path; The height value of the discrete operation area is relative to the height change value of the expected height of the plot to be operated, and the work efficiency of each alternate path is calculated, wherein the work efficiency represents the sum of the height change values of all discrete work areas corresponding to the alternate path.
- the step of generating at least one discrete work area according to all discrete points corresponding to each alternate path includes: for each alternate path, using the alternate path as a target alternate path; along the target alternate path, At least one discrete work area is generated by taking the distance between two adjacent discrete points as the width and the length of the shovel of the working equipment as the length.
- the step of calculating the work efficiency of each alternate path based on the height change value of the height value of each discrete operation area relative to the expected height of the plot to be operated includes: based on the respective heights of each discrete operation area of the target alternate path The height change value of the value relative to the expected height value of the plot to be operated is calculated, and the work efficiency of the target alternate path is calculated, and then the respective work efficiency of each alternate path is obtained.
- the height value of the discrete operation area can be determined in the following ways.
- the second is to calculate the mean value of the elevation values of all discrete coordinate points in the discrete operation area, and use the mean value as the height value of the discrete operation area.
- the third method is to determine the circumcircle of the discrete operation area; then, calculate the mean value of the elevation values of all discrete coordinate points in the circumscribed circle, and use the mean value as the height value of the discrete operation area.
- the sub-step S1053 may include the following sub-steps.
- S1053-1 Generate a judgment area for each discrete operation area, where the judgment area is a circumscribed rectangle or a circumscribed circle of the discrete operation area.
- S1053-2 Calculate the mean value of the elevation values of all discrete coordinate points in each evaluation area, and obtain the height value of the discrete operation area corresponding to each evaluation area.
- steps S1053-1 and S1053-2 describe a method for obtaining the height value of the discrete work area.
- the small solid line frame including points A and B in the figure is a discrete work area
- the small dotted line frame is a judgment area
- the judgment area is the circumscribed rectangle of the discrete work area. That is, the length of the judgment area is the length of the discrete work area from left to right, and the width is the length of the discrete work area from top to bottom.
- the judging area is rectangular, the elevation values of all discrete coordinate points in the judging area form a matrix, which is convenient for data storage.
- sub-step S1053 may include sub-step S1053a.
- step S1053a Calculate the mean value of the elevation values of all discrete coordinate points in the discrete operation area to obtain the height value of the discrete operation area. That is to say, step S1053a describes an acquisition method of the height value of the discrete work area.
- the above sub-steps S1051 to S1054 are the process of calculating the work efficiency of any one of the backup paths. Therefore, after the sub-step S1054 is executed, the step S105 further includes: returning to the execution of the sub-step S1051 until each backup path is obtained. work efficiency. This can be understood as: after returning to the execution sub-step S1051, the steps S1052-S1054 will be continuously executed until the working efficiency of each backup path is obtained.
- the work efficiency of the target alternate path can be calculated by evaluating the height variation of each discrete work area.
- the sub-step S1054 will be described in detail below. On the basis of FIG. 16 , please refer to FIG. 19 , the sub-step S1054 may include the following sub-steps. (It can also be understood that the step of calculating the working efficiency of the target backup path based on the height change value of the respective height values of each of the discrete working areas of the target backup path relative to the expected height value of the plot to be operated, includes the following steps .)
- S1054-1 Obtain the work efficiency of the first discrete operation area, the expected height of the plot to be operated, and the height value of the second discrete operation area, where the second discrete operation area is a rear area adjacent to the first discrete operation area A discrete work area.
- the desired height of the plot to be operated may be, but not limited to, the average height of the plot to be operated. Assuming that the work efficiency of the first discrete operation area is e j-1 , the expected height of the plot to be operated is H, and the height of the second discrete operation area is h j .
- ⁇ h j can be determined by the relationship between the expected height H of the plot to be operated and the height value h j of the second discrete operation area.
- the process of calculating the height variation value of the second discrete operation area based on the expected height of the plot to be operated and the height value of the second discrete operation area may include the following steps.
- the first step is to compare the height value of the second discrete operation area with the expected height of the plot to be operated, that is, compare H and h j .
- the formula Calculate the height change value for the second discrete work area when the height value of the second discrete operation area is less than or equal to the expected height of the plot to be operated, use the formula Calculate the height change value for the second discrete work area.
- ⁇ h j represents the height change value of the second discrete operation area
- H represents the expected height of the plot to be operated
- h j represents the height value of the second discrete operation area
- V j-1 represents the grader to the first discrete operation area.
- s j represents the area of the second discrete working area.
- the second discrete operation area is a soil pit, which needs to be filled by the grader during the operation.
- the jth discrete operation area in the figure is a soil pit, and the grader needs to level it during the operation process, so that the height value of the jth discrete operation area after leveling is close to the level to be operated.
- the desired height H of the plot is a soil pit, and the grader needs to level it during the operation process, so that the height value of the jth discrete operation area after leveling is close to the level to be operated.
- s j represents: the soil volume in the shovel after the grader reaches the first discrete work area is greater than or equal to the soil volume required to fill the soil pit, that is, the soil in the shovel can fill this hole. Then fill the soil until the soil pit is filled, and the height of the second discrete operation area changes after the soil filling is: the height of the soil pit, that is,
- s j indicates that the volume of soil in the shovel after the grader reaches the first discrete working area is less than the volume of soil required to fill the soil pit, that is, the soil in the shovel cannot Fill this pit. Then fill the soil until all the soil in the shovel is filled into the soil pit, and the height change of the second discrete operation area after filling is: the volume of all the soil in the shovel divided by the area of the second discrete operation area, which is,
- the third step when the height value of the second discrete operation area is greater than the expected height of the plot to be operated, use the formula Calculate the height change value of the second discrete work area, where V s represents the maximum soil carrying volume of the shovel.
- the second discrete work area is a soil bag, which needs to be leveled by the motor grader currently during the work process.
- the jth discrete operation area in the figure is a soil bag, and the grader needs to level it during the operation process, so that the height value of the jth discrete operation area after leveling is close to the work to be done.
- the desired height H of the plot is a soil bag, and the grader needs to level it during the operation process, so that the height value of the jth discrete operation area after leveling is close to the work to be done.
- s j ⁇ V s Characterization The sum of the soil volume in the shovel after the grader reaches the first discrete operation area and the soil volume of this soil bag is less than or equal to the maximum band of the shovel. Soil volume, that is, the soil that the shovel can hold to level the bag. Then, until the soil bag is leveled, the height of the second discrete operation area changes as follows: the height of the soil bag, that is,
- s j indicates that the sum of the soil volume in the shovel after the grader reaches the first discrete operation area and the soil volume of this soil bag is greater than the maximum soil volume of the shovel, namely , the shovel cannot hold the soil to level the soil bag; then the shovel is shoveled until the shovel is full, and the height change of the second discrete working area after shoveling is: the volume of soil that the shovel can still hold divided by The area of the second discrete work area, i.e.,
- the process of calculating the volume of soil carried in the shovel after the grader reaches the second discrete operation area may include the following steps .
- s j it means that the soil in the shovel still remains after filling the soil hole, and the volume of the remaining soil is the volume of all the soil in the shovel minus the filling hole.
- s j ⁇ V s it means that the shovel can hold the soil to level the soil bag.
- the volume of the total soil in the shovel is the original soil in the shovel.
- s j >V s it means that the shovel cannot hold the soil for leveling the soil bag. At this time, the volume of all soil in the shovel is the maximum band of the shovel. The soil volume, ie, V s .
- S1054-5 Determine whether the second discrete operation area is the last discrete operation area on the target backup path.
- the work efficiency of the first discrete operation area is the height change value of the first discrete operation area and the preset initial work efficiency. sum of values.
- a grader path can be determined from the candidate paths corresponding to each backup path according to the work efficiency of each backup path, and the grader path can be a grader.
- the candidate path with the highest land leveling efficiency for example, the candidate path corresponding to the backup path with the highest work efficiency is used as the leveling path.
- the step of determining the target leveling path within the target operation scope includes: acquiring at least one backup path of the operating equipment in the plot to be operated corresponding to the target operation scope; obtaining all discrete paths corresponding to each backup path According to all the discrete points corresponding to each alternate path, the respective work efficiency of each alternate path is calculated; according to the respective work efficiency of each alternate path, the target flat ground path is determined from the alternate paths. That is to say, in this embodiment of the present application, it is not necessary to perform indentation processing on the parcel boundary of the parcel to be operated, and it is not necessary to obtain an alternate route based on the candidate route. That is, in the embodiment of the present application, it is sufficient to directly acquire at least one backup path of the operation equipment in the to-be-operated plot corresponding to the target operation range.
- acquiring at least one backup path of the operation equipment in the to-be-operated plot corresponding to the target operation range includes: performing indentation processing on the plot boundary of the to-be-operated plot to obtain the to-be-operated plot Reliable boundary; obtain multiple candidate paths of the operating equipment in the plot to be operated; obtain any target candidate path among the multiple candidate paths; discretize the target candidate path into multiple discrete points; start with the starting point of the target candidate path , determine whether multiple discrete points are within the reliable boundary one by one, where the starting point is within the reliable boundary; if the currently determined current discrete point is not within the reliable boundary, delete the part of the path after the previous discrete point of the current discrete point to obtain the target
- the backup path corresponding to the candidate path returns to the step of obtaining any target candidate path among the multiple candidate paths, until the backup path corresponding to each candidate path is obtained.
- acquiring at least one backup path of the operation equipment in the plot to be operated corresponding to the target operation range includes: performing indentation processing on the plot boundary of the plot to be operated to obtain a reliable boundary of the plot to be operated ; delete all specific candidate paths in the multiple candidate paths to obtain at least one alternate path, wherein some of the specific candidate paths exceed the reliable boundary.
- FIG. 21 shows a schematic flowchart of a method for generating a flat path provided by another embodiment of the present application.
- the method for generating a leveling path is applied to a processing device for controlling a leveler to perform leveling work, and the processing device may include, but is not limited to, a control module of the leveler itself, and an automatic driving device for agricultural machinery.
- the flat path generation method includes the following steps:
- At least one backup path of the grader on the plot to be operated is obtained, wherein the at least one backup path is obtained by processing multiple candidate paths of the grader on the plot to be operated, and each backup path is Within the reliable boundaries of the parcel.
- FIG. 22 shows a schematic flowchart of a method for generating a flat path provided by another embodiment of the present application.
- the method for generating a leveling path is applied to a processing device for controlling a leveler to perform leveling work, and the processing device may include, but is not limited to, a control module of the leveler itself, and an automatic driving device for agricultural machinery.
- the flat path generation method includes the following steps:
- S303 Process the multiple candidate paths to obtain at least one backup path of the grader on the plot to be operated, wherein each backup path is within a reliable boundary.
- the work equipment When using the work equipment to work by working along a fixed path, taking the use of a grader for land leveling as an example, it can be pre-planned to work on the entire work plot (also known as the target work plot) before the grader works. the working path, and then the grader performs land leveling according to the working path.
- the paths planned by this method are usually continuous S routes, spanning S routes, spiral routes and diagonal routes, etc. These routes cannot improve the leveling efficiency of the grader and cannot reduce the operation time of the grader.
- this method has a certain effect of improving the flatness of the land, this method cannot control the load of the grader well, which will cause the grader to be easily damaged during operation. That is, this approach also fails to optimize the work efficiency of the motor grader.
- the current real-time path planning method can usually only be applied to mobile robots. Due to the difference in structure and operating mechanism between mobile robots and graders (for example, mobile robots can change their orientation directly in situ when changing orientation, while graders and other work equipment need to move and change orientation when changing orientation), The current real-time path planning methods cannot be directly applied to work equipment such as graders. Even if the current real-time path planning method is directly applied to these operating equipments, due to the particularity of the operation purpose, the operating equipment will fall into a dead zone and cannot perform the operation effectively.
- a dead zone can be understood as an area where the work equipment cannot go out.
- the dead-end area where the work equipment is unable to move forward or backward, or the work equipment is in an area where it is always spinning, or the work equipment will continue to return to the original position after a certain period of time during the operation, so An area in which to cycle back and forth.
- the embodiments of the present application propose a path planning method and a related device for getting out of the dead zone, which can effectively make the working equipment get out of the dead zone.
- the various defects existing in the above technical solutions in the prior art are the results obtained by the inventor after careful practical research. Therefore, the discovery process of the above-mentioned problems and the following examples of the present application are aimed at the above-mentioned problems.
- the solutions proposed for the problems should all be the contributions made by the inventor to the present application in the process of realizing the present application.
- FIG. 23 is a structural block diagram of a work equipment control unit provided by an embodiment of the present application.
- the work equipment control unit 130 may include: a memory 131 and a processor 132 .
- the memory 131, the processor 132 and the communication interface 134 may be directly or indirectly electrically connected to realize data transmission and interaction. For example, these elements may be electrically connected to each other through the bus 133 and/or signal lines.
- the processor 132 may process information and/or data related to path planning out of the dead zone to perform one or more functions described herein. For example, the processor 132 may update the path parameters of the work equipment when the work equipment is located in the dead zone, and perform path planning for leaving the dead zone according to the above path parameters, which can effectively make the work equipment escape from the dead zone.
- the above-mentioned memory 131 may be, but is not limited to: solid state hard disk (Solid State Disk, SSD), mechanical hard disk (Hard Disk Drive, HDD), read only memory (Read Only Memory, ROM), programmable read only memory (Programmable read only memory) Read-Only Memory, PROM), Erasable Programmable Read-Only Memory (EPROM), Random Access Memory (RAM), Electrical Erasable Programmable Read- Only Memory, EEPROM) etc.
- the above-mentioned processor 132 can be, but not limited to: a central processing unit (Central Processing Unit, CPU), a network processor (Network Processor, NP), etc.; also can be, but not limited to: an application specific integrated circuit (Application Specific Integrated Circuit, ASIC) ), Digital Signal Processing (DSP), Field-Programmable Gate Array (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components. Therefore, the above-mentioned processor 132 may be a device with signal processing capability.
- a central processing unit Central Processing Unit, CPU
- NP Network Processor
- ASIC Application Specific Integrated Circuit
- DSP Digital Signal Processing
- FPGA Field-Programmable Gate Array
- the structure of the work equipment control unit 130 shown in FIG. 23 is only a schematic structure, and the work equipment control unit 130 may further include more or less components or modules than the structure shown in FIG. 23 different configurations or configurations. Also, each component shown in FIG. 23 may be implemented by hardware, software, or a combination of both. In addition, the work equipment control unit 130 provided by the present application may adopt different configurations or structures according to different requirements in practical applications.
- the operation equipment control unit 130 provided in the present application may be the control core device of the operation equipment (such as a controller inside a motor grader, agricultural tractor, unmanned aerial vehicle, unmanned vehicle, unmanned boat, etc.), or it may be a Electronic devices with communication, computing and storage functions (such as servers, cloud platforms, computers, mobile phones, tablets, agricultural autopilots, etc.).
- the control core device of the operation equipment such as a controller inside a motor grader, agricultural tractor, unmanned aerial vehicle, unmanned vehicle, unmanned boat, etc.
- computing and storage functions such as servers, cloud platforms, computers, mobile phones, tablets, agricultural autopilots, etc.
- the present application also provides a work equipment, which can effectively make the work equipment escape from the dead zone.
- the type of operation equipment to which the method provided in this application is applied is not limited to graders, it can also be applied to operations such as agricultural tractors, drones, unmanned vehicles, various types of vehicles, and unmanned boats. equipment.
- FIG. 24 is a structural block diagram of a work equipment 100 provided in an embodiment of the application.
- the work equipment 100 may include a body 110 , a power equipment 120 and the above-mentioned work equipment control unit 130 .
- the type of work equipment 100 may be a motor grader.
- the power equipment 120 may be installed on the above-mentioned body 110 to provide power for the working equipment 100 .
- the working equipment can adopt the structure of a grader
- the power equipment 120 can be a drive module (including an engine, a chassis, etc.) of the grader
- the body 110 can be the body of the grader.
- the memory 131 of the work equipment control unit 130 stores machine-readable instructions related to the path planning method out of the dead zone, and the processor 132 can execute the machine-readable instructions to update the path of the work equipment when the work equipment is located in the dead zone parameters, and determine whether to control the work equipment 100 to escape from the dead zone according to the above path parameters, which can effectively make the work equipment escape from the dead zone.
- FIG. 24 is only an illustration, and the working equipment 100 may further include more or less components than those shown in FIG. 24 , or have different configurations from those shown in FIG. 24 .
- the work equipment control unit 130 provided by the present application is an electronic device with communication, calculation and storage functions, these electronic devices can update the path parameters of the work equipment when the work equipment is located in the dead zone, and according to the path parameters To determine whether to control the work equipment 100 to escape from the dead zone, it can effectively make the work equipment escape from the dead zone, and realize the path planning method for the work equipment to escape from the dead zone provided by the present application.
- FIG. 25 shows a flowchart of a method for planning a path out of a dead zone provided by an embodiment of the present application.
- the method for planning a path out of the dead zone may be applied to the above-mentioned work equipment control unit 130, and the method for planning a path out of the dead zone may include the following steps.
- step S210 is performed on the premise that, based on the path planning method mentioned in any of the above embodiments, a target level ground path within the target operation range is determined, and the operation of the operation equipment is guided based on the target level ground path.
- the above dead zone can be understood as a certain area where the work equipment cannot go out, for example, a dead end area where the work equipment cannot move forward or backward, or a certain area where the work equipment is always rotating An area, or a certain area where the working equipment will continue to return to its original position after a certain period of time during the operation, so as to cycle back and forth.
- the paths planned by the operation equipment 100 in real time are connected one by one into a circle.
- the segments of paths planned by the operation equipment 100 in real time are connected to form an "8" circle.
- the work equipment 100 rotates all the time in one area, and in the "b" sub-figure shown in Fig. 26, the work equipment 100 works cyclically in a dead zone. Therefore, in both the "a" subgraph and the "b" subgraph shown in FIG. 26 , the situation in which the work equipment 100 cannot be separated from the circulating work along the path may occur.
- the work equipment 100 is too close to the boundary of the work lot, and the area corresponding to the path parameter is beyond the boundary of the work lot.
- the operation equipment 100 determines the movement path according to the path parameters, since the area corresponding to the path parameters exceeds the boundary of the operation plot, the movement path determined by the operation equipment 100 according to the path parameters will also exceed the boundary, so that the operation equipment 100 cannot plan in real time In the next segment of the path, the work equipment 100 cannot move forward or backward at this time, and the work equipment 100 will stop working.
- the path parameters of the working equipment may include at least one of the following: a working range, a path direction, a path curvature, and the like.
- the working range can be used to determine the moving path of the working equipment 100 .
- the operation plot 10 includes a plurality of black areas (the black area can be understood as the area where the operation equipment needs to perform operations, for example, the mound in the land leveling operation), the operation equipment 100
- the scope of work is area S.
- the operation equipment 100 may determine a section of a movement path within the area S, and then perform operations along the movement path, and determine the next section of the movement path according to the operation range during the operation. That is to say, the operation equipment can continuously determine the moving path according to the operation scope, so as to achieve the purpose of planning the path section by section in real time for the operation.
- S220 Determine the escape path of the working equipment according to the updated path parameters; the end point of the escape path is outside the dead zone.
- the operation equipment 100 may re-determine a new escape path (ie, update the original moving path) according to the updated path parameters, and the end point of the escape path may be located at the dead end. outside the area. Furthermore, since the end point of the escape path is located outside the dead zone, the work equipment 100 can be smoothly escaped from the dead zone along the escape path.
- a new escape path ie, update the original moving path
- the present application can update the path parameters of the work equipment, and then determine the escape path of the work equipment according to the updated path parameters, wherein the end point of the escape path is outside the dead zone. Since the end point of the escape path is located outside the dead zone, the working equipment can move out of the dead zone by moving along the escape path. Therefore, the embodiments of the present application can achieve the beneficial effect of effectively removing the working equipment from the dead zone.
- the foregoing method embodiments may further include the following steps.
- continuously executing S200 can determine whether the operation equipment is located in the dead zone according to the movement parameters of the operation equipment in real time, and when the operation equipment is located in the dead zone, timely control the operation equipment. out of the dead zone.
- S200 may include one of the following implementation manners.
- Mode 1 when the working efficiency of the working equipment on the current working path is less than or equal to a preset value, it is determined that the working equipment is located in the dead zone.
- the dead zone can be understood as a certain area that the work equipment cannot go out, that is to say, when the work equipment 100 is located in the dead zone, it will generate useless work if it continues to work.
- the work efficiency is 0. Therefore, whether or not the work equipment is located in the dead zone can be determined by the work efficiency of the work equipment on the moving path.
- the ratio of the amount of the work completed and the moving time can be used as the work efficiency of the work equipment on the moving path.
- the above-mentioned preset efficiency value may represent that the work efficiency of the work equipment working along the moving path is 0. That is to say, when the work equipment continues to work on the moving path, useless work will be generated, and at this time, the work equipment is located in the dead zone.
- the work equipment 100 When the work equipment 100 is too close to the boundary of the work field, the work equipment may be in a situation where it cannot move forward or backward, and in this case, the work equipment 100 is also in a dead zone and cannot escape. Therefore, it can be determined whether or not the working equipment 100 is located in the dead zone by the current posture of the working equipment on the moving path.
- the operation equipment 100 when the distance between the current position of the operation equipment and the boundary of the operation plot is less than the second preset distance, and the current nose of the operation equipment faces the boundary of the operation plot, it means that the operation equipment 100 is too close to the boundary of the operation plot. At this time, the operation equipment The 100 cannot go forward or backward, and is in a dead zone.
- the second preset distance is L
- the current position of the operation equipment is P
- the current orientation is PA
- the distance between the current position P of the operation equipment and the boundary of the operation plot of the operation equipment is less than L
- the current orientation PA of the working equipment points to the boundary of the working plot, and at this time, it can be determined that the working equipment is located in the dead zone.
- the above-mentioned second preset distance L needs to satisfy: L>d min , d min ⁇ W, d min is the minimum safety distance, and W is the shovel width of the grader (It can also be understood as the working width); and, assuming that the minimum turning radius of the grader is TR, the above-mentioned second preset distance L can also be set as: L ⁇ d min +2 ⁇ TR.
- the method of updating the path parameters of the work equipment may include: updating the work range of the work equipment in a setting manner.
- the setting method includes at least one of the following: translating the working range of the working device, and expanding the working range of the working device.
- the working range of the working device can be expanded according to a preset value, which can be a preset constant (eg, 3 meters, 4 meters, etc.), or the working width of the working device 100 .
- the preset value may also be the width of the grader shovel.
- the figure shows the case where the work range of the work equipment is expanded, the original moving path is K1 , the original work range is area S, and the expanded work range is area S1 .
- the original moving path can be updated according to the expanded working range, and the next moving path K2 can be determined, and the end point of the moving path K1 is outside the dead zone.
- the work equipment 100 can move the work along the moving path K2, and can escape from the dead zone.
- the current working range can be translated on the working map according to the set moving direction and moving step, so as to plan a path from the current position down to the shifted working range.
- a possible implementation of the above-mentioned S220 may include the following steps:
- S220-1 Determine at least one preselected path according to the updated operation scope. The endpoints of each preselected path are located outside the dead zone.
- a plurality of preselected moving paths may be determined in the area S, which are respectively “K1”, “K2”, and “K3”. These moving paths are located in the area S1, and the end point of each preselected path is located outside the dead zone. Then, the work equipment 100 may determine the work efficiency of "K1", “K2”, and "K3" in combination with the actual terrain of the work plot and the work task.
- the work efficiency of the preselected path may be determined by acquiring the first space volume of the bumps and concave blocks existing on the preselected path, and then acquiring the second volume of the convex blocks and concave blocks existing in the entire work plot.
- the space volume according to the ratio between the first space volume and the second space volume, determines the operation efficiency.
- the convex block can be understood as a place with relatively high terrain in the operation plot, such as a small convex hull; the concave block can be understood as a place with relatively low terrain in the operation block, such as a pit.
- the preset condition includes at least one of the following: the work efficiency is greater than a preset threshold, and the work efficiency is the largest among all the determined work efficiencies.
- the above-mentioned preset threshold may represent that the work efficiency of the operation equipment on the preselected path is 0.
- the preselected path with the highest work efficiency can be determined as the escape path according to the updated work range, so that the work equipment can not only escape from the dead zone, but also work with the highest work efficiency. Carry out work, thereby improving the work efficiency of the work equipment.
- the way of updating the path parameters of the working equipment may include: according to the current position of the working equipment, the current nose orientation and the minimum turn Radius updates the path direction and path curvature of the current path of the work equipment.
- the path curvature may include a curvature used to represent each point or a preset number of points on the path, and the curvatures of these points may all be the same or may be different.
- the current nose orientation is the running orientation of the work equipment.
- the current head orientation is the running orientation of the grader, or the orientation of the steering wheel of the grader.
- a possible implementation of the above-mentioned S220 may include the following steps: taking the current position of the working equipment as a starting point, and generating an arc segment including a turning arc according to the updated path direction and path curvature or A breakaway path containing turn arcs and straight segments.
- the radius of curvature of the turning arc is greater than or equal to the minimum turning radius of the work equipment.
- the distance between the current position P of the operation equipment and the boundary of the operation plot is less than the preset distance L, and the current direction PA points to the boundary of the operation plot.
- P can be used as the starting point, according to the path direction of the operation equipment and path curvature to generate breakaway path PQs that contain either turn arcs or both turn arcs and straight segments.
- the current position of the work equipment can be used as the starting point, and the escape path can be generated according to the straight line segment and/or the turning arc segment, wherein the radius of the turning arc segment is greater than or equal to the minimum turning radius of the work equipment, and the curvature of any point on the escape path is The radii are all larger than the minimum turning radius.
- the above-mentioned turning arc segment can be a circular arc segment, and multiple arc segments can be generated according to the circular arc segment and the straight line segment, including: circular arc segment, straight line segment-circular arc segment, circular arc segment-straight line segment, or the preceding three paths. Combine paths, and then select the escape path from these paths.
- the escape path is also generated with the position point outside the dead zone as the end point. As shown in Figure 30, the Q point is a position outside the dead zone.
- the dead zone is an area formed by the plot boundary of the operation plot and the boundary line between the operation plot and the plot boundary that satisfies the preset distance
- the position points whose distance is greater than or equal to the first preset distance are the inflection points where the path direction deviates from the boundary of the plot to generate the escape path; wherein, the inflection point is the closest point on the escape path to the boundary of the plot.
- the distance between the current position P of the working equipment and the boundary of the working plot is less than the preset distance L, and the current direction PA points to the boundary of the working plot, that is to say, the dead zone is at this time. It is an area formed by the parcel boundary of the operation parcel and the boundary line in the operation parcel that meets the preset distance from the parcel boundary. Further, a position point whose distance from the boundary of the plot is greater than or equal to the first preset distance can be used as the inflection point of the path direction away from the boundary of the plot to generate the escape path.
- a point M can be determined as the inflection point at the distance D from the boundary of the plot, and then an escape path PQ including the inflection point and the end point is generated, where M is the inflection point of the escape path PQ, and the point M is the closest point on the escape path PQ to the boundary of the work plot.
- the points from point M to point Q are gradually away from the boundary of the operating plot.
- the length of the path segment between the end point of the path segment where the inflection point is located and the inflection point is greater than or equal to a preset length threshold. For example, if it is assumed that the preset length threshold is 4 meters, the line segment MQ from point M to point Q on PQ is ⁇ 4 meters.
- the inflection point is the closest point to the boundary of the work plot on the breakaway path
- the points between the inflection point and the end point on the breakaway path gradually move away from the boundary of the work plot, that is to say, the end of the breakaway path faces the deviation from the work.
- the boundary of the field when the working equipment moves along the escape path to the end of the path, it can realize the direction reversal, and after the direction is reversed, it will no longer face the boundary of the work field.
- the angle between the MQ section on the PQ and the boundary of the operation plot is ⁇ , and if the included angle is greater than 0, it means that the direction of the MQ section deviates from the boundary of the operation plot; if the included angle is less than 0, the direction of the MQ section is towards the operation.
- ⁇ is a preset angle value, which can be obtained according to the experimental preset, so as to avoid that the curvature of the MQ section cannot meet the turning requirements of the operation equipment due to the excessively large included angle ⁇ .
- the MQ segment is a curve
- the above-mentioned included angle ⁇ can be correspondingly expressed as the included angle between the tangent of the MQ segment and the boundary of the operating plot.
- the work equipment 100 may determine the next segment of the moving path whose end point is outside the dead zone, and move along the next segment of the moving path to escape the dead zone.
- the breakaway path includes an inflection point and an end point, the turning point is the point on the turning path that is closest to the boundary of the work plot, and the points between the turning point and the end point on the breakaway path are gradually away from the boundary of the work plot", "The radius of the turning arc is greater than or equal to the minimum turning radius of the operating equipment, and the radius of curvature of any point on the escape path is greater than the minimum turning radius” as the constraint condition, and the path search algorithm is used to directly generate the escape path that satisfies the above constraints.
- the above-mentioned S210 may be performed when the flatness of the operating plot is less than the preset flatness. when executed.
- FIG. 34 is an implementation of the present application.
- the example provides a functional block diagram of a path range determination device.
- the path range determination device 30 mentioned in this embodiment includes: updating Module 301.
- the update module 301 is configured to update the current operation range when the flatness of the plot in the current operation range meets the set condition, so as to obtain the target operation range whose flatness of the plot does not meet the set condition; wherein, the set condition is the current operation
- the extent's parcel flatness is less than or equal to the desired flatness of the target job parcel.
- FIG. 35 provides an embodiment of the present application.
- the path planning apparatus 40 includes: a determination module 401 .
- the determination module 401 is used to determine the target operation range according to the land flatness of the target operation area; the land flatness of the target operation area does not meet the set condition; wherein, the set condition is that the land flatness of the target operation area is less than or equal to the expected flatness of the target operation plot; determine the target leveling path within the target operation area, and the leveling path is used to guide the leveling equipment to perform leveling operations within the target operation area.
- modules of the path planning device 40 may be stored in the memory in the form of software or firmware (Firmware) or solidified in the processor of any leveling equipment (also known as work equipment), and can be executed by the processor. Any one of the path range determination methods provided in the embodiments of the present application.
- FIG. 36 is a structural block diagram of a work equipment control unit provided by an embodiment of the present application.
- the work equipment control unit 50 includes a memory 501 , a processor 502 and a communication interface 503 .
- the memory 501 , the processor 502 and the communication interface 503 are directly or indirectly electrically connected to each other to realize data transmission or interaction.
- these elements may be electrically connected to each other through one or more communication buses or signal lines.
- the processing device may be a control module configured on the leveling equipment itself, or may be an agricultural autopilot or other equipment used to control the operation of the leveling equipment, and the embodiment of the present application is not limited thereto.
- the memory 501 can be used to store software programs and modules, such as program instructions/modules corresponding to the path range determination method or the path planning method provided by the embodiments of the present application, and the processor 502 executes the software programs and modules stored in the memory 501. Execute various functional applications and data processing.
- the communication interface 503 can be used for signaling or data communication with other node devices.
- the grading device 10 may have multiple communication interfaces 503 in this application.
- the memory 501 may be, but not limited to, a random access memory (Random Access Memory, RAM), a read-only memory (Read Only Memory, ROM), a programmable read-only memory (Programmable Read-Only Memory, PROM), an erasable memory In addition to read-only memory (Erasable Programmable Read-Only Memory, EPROM), Electrical Erasable Programmable Read-Only Memory (Electric Erasable Programmable Read-Only Memory, EEPROM), etc.
- RAM Random Access Memory
- ROM read-only memory
- PROM Programmable Read-Only Memory
- EPROM Erasable Programmable Read-Only Memory
- EEPROM Electrical Erasable Programmable Read-Only Memory
- the processor 502 may be an integrated circuit chip with signal processing capability.
- the processor 502 can be a general-purpose processor, including a central processing unit (Central Processing Unit, CPU), a network processor (Network Processor, NP), etc.; it can also be a digital signal processor (Digital Signal Processing, DSP), dedicated integrated Circuit (Application Specific Integrated Circuit, ASIC), Field Programmable Gate Array (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc.
- the memory 501 stores machine-executable instructions that can be executed by the processor 502 for any path scoping method or path planning method of the present application.
- a work equipment the work equipment includes: a body; a power device installed on the body and used to provide power for the work equipment; and a work equipment control unit, the work equipment control unit includes a processor and a memory, where the memory stores machine-readable instructions, and the processor is configured to execute the machine-readable instructions to implement the method described in any of the foregoing embodiments.
- Embodiments of the present application further provide a storage medium on which a computer program is stored.
- the storage medium can be stored in the processor 502 shown in FIG. 36
- the computer program is executed by the processor 502 to achieve the foregoing implementation.
- the computer-readable storage medium can be, but not limited to, a U disk, a removable hard disk, a ROM, RAM, PROM, EPROM, EEPROM, a magnetic disk or an optical disk, etc.
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Abstract
Description
Claims (28)
- 一种路径范围确定方法,包括:A path scoping method comprising:在当前作业范围的地块平整度满足设定条件时,更新所述当前作业范围,以获得地块平整度不满足所述设定条件的目标作业范围;When the flatness of the plot in the current operating range satisfies the set condition, update the current operating range to obtain a target operating range where the flatness of the plot does not meet the set condition;其中,所述设定条件包括所述当前作业范围的地块平整度小于或等于目标作业地块的期望平整度;所述当前作业范围和所述目标作业范围均位于所述目标作业地块中。Wherein, the setting conditions include that the flatness of the current operation area is less than or equal to the expected flatness of the target operation area; both the current operation area and the target operation area are located in the target operation area .
- 根据权利要求1所述的方法,其中,所述在当前作业范围的地块平整度满足设定条件时,更新所述当前作业范围,以获得地块平整度不满足所述设定条件的目标作业范围,包括:The method according to claim 1, wherein, when the flatness of the plot in the current operating range satisfies a set condition, the current operating range is updated to obtain a target that the flatness of the plot does not meet the set condition Scope of work, including:根据所述当前作业范围的地块高程信息和所述目标作业地块的平均高度值,确定所述当前作业范围的地块平整度;determining the flatness of the plot of the current working range according to the plot elevation information of the current working range and the average height value of the target working plot;当所述当前作业范围的地块平整度满足所述设定条件时,对所述当前作业范围进行扩大和/或平移,直至所得的目标作业范围的地块平整度不满足所述设定条件。When the flatness of the plot in the current operating range satisfies the set condition, the current operating range is expanded and/or shifted until the obtained flatness of the plot in the target operating range does not meet the set condition .
- 根据权利要求2所述的方法,其中,所述根据所述当前作业范围的地块高程信息和所述目标作业地块的平均高度值,确定所述当前作业范围的地块平整度,包括:The method according to claim 2, wherein the determining the flatness of the plot in the current working range according to the plot elevation information of the current working range and the average height value of the target working plot comprises:获取所述当前作业范围的多个采样位置各自的高程值;acquiring the respective elevation values of multiple sampling locations in the current operating range;根据所述多个采样位置各自的高程值和所述目标作业地块的平均高度值确定所述当前作业范围的地块平整度。The flatness of the plot in the current operation range is determined according to the respective elevation values of the plurality of sampling locations and the average height value of the target operation plot.
- 根据权利要求1至3任一项所述的方法,所述当前作业范围为作业设备在当次作业中开始作业时的初始作业范围,或者为所述作业设备在所述当次作业中的所述初始作业范围经过更新处理后的目标作业范围;According to the method according to any one of claims 1 to 3, the current working range is an initial working range of the working equipment when the working equipment starts working in the current operation, or is all the working equipment in the current operation. The target operation scope after the above-mentioned initial operation scope has been updated;当所述当前作业范围为所述初始作业范围时,在所述更新所述当前作业范围之前,还包括:When the current operation scope is the initial operation scope, before the updating of the current operation scope, the method further includes:根据所述作业设备的当前位置和所述作业设备的转弯半径确定所述当前作业范围的范围参数;所述当前作业范围的形状为多边形、圆形和扇形中的一种;Determine the range parameter of the current work range according to the current position of the work device and the turning radius of the work device; the shape of the current work range is one of polygon, circle and sector;其中,当所述当前作业范围的形状为多边形时,所述范围参数包括最小长度和最小宽度,或者包括所述当前作业范围的最小内切圆半径;所述最小长度和所述最小宽度均大于或等于所述作业设备的转弯直径,所述最小内切圆半径大于或等于所述作业设备的转弯直径;Wherein, when the shape of the current working range is a polygon, the range parameter includes a minimum length and a minimum width, or includes a minimum inscribed circle radius of the current working range; the minimum length and the minimum width are both greater than or equal to the turning diameter of the work equipment, and the minimum inscribed circle radius is greater than or equal to the turning diameter of the work equipment;当所述当前作业范围的形状为圆形或扇形时,所述范围参数包括半径;所述半径大于或等于所述作业设备的转弯直径。When the shape of the current working range is a circle or a sector, the range parameter includes a radius; the radius is greater than or equal to the turning diameter of the working equipment.
- 根据权利要求4所述的方法,其中,当所述当前作业范围的形状为扇形时,所述范围参数还包括圆心角;所述圆心角为小于360度的正整数度数;对所述当前作业范围进行扩大,包括:The method according to claim 4, wherein, when the shape of the current work range is a sector, the range parameter further includes a central angle; the central angle is a positive integer less than 360 degrees; for the current work The scope has been expanded to include:按照预设规则对所述当前作业范围的所述半径和所述圆心角进行扩大;Expand the radius and the central angle of the current operating range according to a preset rule;当所述当前作业范围的形状为圆形时,对所述当前作业范围进行扩大,包括:When the shape of the current operating range is a circle, expanding the current operating range includes:按照所述预设规则对所述当前作业范围的半径进行扩大。The radius of the current operating range is expanded according to the preset rule.
- 一种路径规划方法,包括:A path planning method, comprising:根据目标作业地块的地块平整度确定目标作业范围;所述目标作业范围的地块平整度不满足设定条件;所述设定条件包括所述目标作业范围的地块平整度小于或等于所述目标作业地块的期望平整度;Determine the target operation range according to the land flatness of the target operation area; the land flatness of the target operation area does not meet the set condition; the set condition includes that the land flatness of the target operation area is less than or equal to the desired flatness of the target operation plot;确定所述目标作业范围内的目标平地路径,所述目标平地路径用于引导作业设备在所述目标作业范围内进行平整作业。A target leveling path within the target working range is determined, and the target leveling path is used to guide the working equipment to perform leveling work within the target working range.
- 根据权利要求6所述的方法,其中,所述目标作业范围根据权利要求2至5任一项所述的平地路径范围确定方法所得。The method according to claim 6 , wherein the target operating range is obtained according to the method for determining the range of a flat path according to any one of claims 2 to 5 .
- 根据权利要求6或7所述的方法,其中,所述确定所述目标作业范围内的目标平地路径,包括:The method according to claim 6 or 7, wherein the determining a target level path within the target operating range comprises:在所述目标作业范围内,根据所述作业设备的当前位置和当前方向生成多条候选路径;所述候选路径的路径方向和所述当前方向一致;Within the target operation range, multiple candidate paths are generated according to the current position and current direction of the operating equipment; the path direction of the candidate path is consistent with the current direction;根据所述目标作业地块的平均高度值和所述作业设备的载荷信息计算所述多条候选路径各自对应的工作效率;Calculate the work efficiency corresponding to each of the multiple candidate paths according to the average height value of the target work plot and the load information of the work equipment;基于所述多条候选路径各自对应的工作效率确定所述目标平地路径。The target flat ground path is determined based on the respective corresponding work efficiencies of the multiple candidate paths.
- 根据权利要求8所述的方法,其中,所述在所述目标作业范围内,根据所述作业设备的当前位置和当前方向生成多条候选路径,包括:The method according to claim 8, wherein generating a plurality of candidate paths according to the current position and current direction of the work equipment within the target work range, comprising:获取所述目标作业范围的多个边界点各自的位置;obtaining the respective positions of multiple boundary points of the target operating range;其中,所述多个边界点中的每个所述边界点的位置与所述作业设备的当前位置之间的直线间距等于所述目标作业范围的长度,并且,任意相邻两个边界点之间的间距大于或等于所述作业设备的平地 铲的宽度;Wherein, the linear distance between the position of each of the multiple boundary points and the current position of the operation equipment is equal to the length of the target operation range, and the distance between any two adjacent boundary points is the spacing between them is greater than or equal to the width of the grader of the work equipment;根据所述作业设备的当前位置和所述多个边界点各自的位置,生成路径方向与所述当前方向一致的所述多条候选路径。Based on the current position of the work equipment and the respective positions of the plurality of boundary points, the plurality of candidate routes whose route directions coincide with the current direction are generated.
- 根据权利要求8或9所述的方法,其中,所述根据所述目标作业地块的平均高度值和作业设备的载荷信息计算所述多条候选路径各自对应的工作效率,包括:The method according to claim 8 or 9, wherein the calculating the work efficiency corresponding to each of the multiple candidate paths according to the average height value of the target work plot and the load information of the work equipment comprises:基于平地铲的长度和宽度确定每条所述候选路径对应的多个子作业区;Determine a plurality of sub-working areas corresponding to each of the candidate paths based on the length and width of the grader;根据所述目标作业地块的平均高度值、每个所述子作业区的平均高度值以及所述载荷信息计算每条所述候选路径的工作效率。The work efficiency of each of the candidate paths is calculated according to the average height value of the target operation plot, the average height value of each of the sub-operation areas, and the load information.
- 根据权利要求8至10任一项所述的方法,其中,所述基于所述多条候选路径各自对应的工作效率确定所述目标平地路径,包括:The method according to any one of claims 8 to 10, wherein the determining the target flat ground path based on the work efficiency corresponding to each of the multiple candidate paths comprises:根据所述多条候选路径各自对应的工作效率,确定所述多条候选路径各自对应的效率得分;According to the respective work efficiencies corresponding to the multiple candidate paths, determine the respective efficiency scores of the multiple candidate paths;将效率得分最高的候选路径确定为所述目标平地路径。The candidate path with the highest efficiency score is determined as the target flat path.
- 根据权利要求6或7所述的方法,其中,所述确定所述目标作业范围内的目标平地路径,包括:The method according to claim 6 or 7, wherein the determining a target level path within the target operating range comprises:获取作业设备在所述目标作业范围对应的待作业地块内的至少一条备用路径;acquiring at least one backup path of the operation equipment in the plot to be operated corresponding to the target operation range;获取每条所述备用路径各自对应的所有离散点;Obtain all discrete points corresponding to each of the alternate paths;依据每条所述备用路径各自对应的所有离散点,计算每条所述备用路径各自的工作效率;Calculate the respective work efficiency of each of the alternate paths according to all discrete points corresponding to each of the alternate paths;依据每条所述备用路径各自的工作效率,从所述备用路径中确定出所述目标平地路径。According to the respective work efficiency of each of the alternate paths, the target flat path is determined from the alternate paths.
- 如权利要求12所述的方法,其中,所述依据每条所述备用路径对应的所有离散点,计算每条所述备用路径各自的工作效率的步骤,包括:The method of claim 12, wherein the step of calculating the respective work efficiency of each of the alternate paths according to all discrete points corresponding to each of the alternate paths comprises:依据每条所述备用路径对应的所有离散点生成至少一个离散作业区域;generating at least one discrete operation area according to all discrete points corresponding to each of the alternate paths;基于各离散作业区域的高度值相对于所述待作业地块的期望高度的高度变化值,计算每条所述备用路径的工作效率,其中,所述工作效率表征所述备用路径对应的所有离散作业区域的高度变化值之和。Based on the height variation value of the height value of each discrete working area relative to the expected height of the to-be-operated plot, the working efficiency of each of the alternate paths is calculated, wherein the working efficiency represents all discrete paths corresponding to the alternate paths. The sum of the height changes of the work area.
- 如权利要求13所述的方法,其中,所述依据每条所述备用路径对应的所有离散点生成至少一个离散作业区域的步骤,包括:The method of claim 13, wherein the step of generating at least one discrete operation area according to all discrete points corresponding to each of the alternate paths comprises:针对每条所述备用路径,将所述备用路径作为目标备用路径;For each of the alternate paths, use the alternate path as a target alternate path;沿着所述目标备用路径,以相邻两个所述离散点之间的间距为宽、以所述作业设备的铲土铲长度为长,生成至少一个离散作业区域;along the target backup path, taking the distance between two adjacent discrete points as the width and the length of the shovel of the working equipment as the length, to generate at least one discrete working area;所述基于各离散作业区域的高度值相对于所述待作业地块的期望高度的高度变化值,计算每条所述备用路径的工作效率的步骤,包括:The step of calculating the work efficiency of each of the alternate paths based on the height change value of the height value of each discrete operation area relative to the expected height of the to-be-operated plot includes:基于所述目标备用路径的每个所述离散作业区域各自的高度值相对于所述待作业地块的期望高度值的高度变化值,计算所述目标备用路径的工作效率,进而得到每条所述备用路径各自的工作效率。Based on the height change value of the respective height values of each of the discrete working areas of the target backup path relative to the expected height value of the to-be-operated plot, the working efficiency of the target backup path is calculated, and then each of the target backup paths is obtained. The respective working efficiencies of the alternate paths are described.
- 如权利要求14所述的方法,其中,所述至少一个离散作业区域包括第一离散作业区域和第二离散作业区域,所述基于所述目标备用路径的每个所述离散作业区域各自的高度值相对于所述待作业地块的期望高度值的高度变化值,计算所述目标备用路径的工作效率,包括:15. The method of claim 14, wherein the at least one discrete operation area includes a first discrete operation area and a second discrete operation area, the respective height of each of the discrete operation areas based on the target alternate path The height change value of the value relative to the expected height value of the to-be-operated plot to calculate the work efficiency of the target backup path, including:获得所述第一离散作业区域的工作效率、所述待作业地块的期望高度、以及所述第二离散作业区域的高度值,其中,所述第二离散作业区域是与所述第一离散作业区域相邻的后一个离散作业区域;Obtain the work efficiency of the first discrete operation area, the desired height of the to-be-operated plot, and the height value of the second discrete operation area, wherein the second discrete operation area is the same as the first discrete operation area The next discrete operation area adjacent to the operation area;基于所述待作业地块的期望高度和所述第二离散作业区域的高度值,计算所述第二离散作业区域的高度变化值;based on the expected height of the to-be-operated plot and the height value of the second discrete operation area, calculating a height change value of the second discrete operation area;对所述第二离散作业区域的高度变化值与所述第一离散作业区域的工作效率求和,得到所述第二离散作业区域的工作效率;summing the height change value of the second discrete operation area and the work efficiency of the first discrete operation area to obtain the work efficiency of the second discrete operation area;计算所述作业设备到所述第二离散作业区域后所述铲土铲中的带土体积;calculating the soil carrying volume in the shovel after the work equipment reaches the second discrete work area;确定所述第二离散作业区域是否为所述目标备用路径上的最后一个离散作业区域;determining whether the second discrete job area is the last discrete job area on the target alternate path;若所述第二离散作业区域是所述目标备用路径上的最后一个离散作业区域,则将所述第二离散作业区域的工作效率作为所述目标备用路径的工作效率;If the second discrete operation area is the last discrete operation area on the target backup path, taking the work efficiency of the second discrete operation area as the work efficiency of the target backup path;若所述第二离散作业区域不是所述目标备用路径上的最后一个离散作业区域,则利用所述第二离散作业区域替代所述第一离散作业区域并返回所述基于所述待作业地块的期望高度和所述第二离散作业区域的高度值,计算所述第二离散作业区域的高度变化值的步骤,直至所述第二离散作业区域为所述目标备用路径上的最后一个离散作业区域,得到所述目标备用路径的工作效率。If the second discrete operation area is not the last discrete operation area on the target alternate path, use the second discrete operation area to replace the first discrete operation area and return to the the desired height of the second discrete operation area and the height value of the second discrete operation area, and the step of calculating the height change value of the second discrete operation area until the second discrete operation area is the last discrete operation on the target alternate path area to obtain the working efficiency of the target backup path.
- 如权利要求13至15任一项所述的方法,其中,每个所述离散作业区域的高度值的获取方式包括第一种方式或第二种方式;The method according to any one of claims 13 to 15, wherein the obtaining method of the height value of each discrete working area includes the first method or the second method;第一种方式:The first way:生成每个所述离散作业区域各自对应的评判区域,其中,所述评判区域包括所述离散作业区域的 外接矩形或外接圆;generating a corresponding judgment area for each of the discrete operation areas, wherein the judgment area includes a circumscribed rectangle or a circumscribed circle of the discrete operation area;对每个所述评判区域内所有所述离散坐标点的高程值求均值,得到每个所述评判区域对应的所述离散作业区域的高度值;averaging the elevation values of all the discrete coordinate points in each of the judging areas to obtain the height values of the discrete work areas corresponding to each of the judging areas;第二种方式:The second way:计算每个所述离散作业区域内所有离散坐标点的高程值的均值,以得到每个所述离散作业区域的高度值。Calculate the mean value of the elevation values of all discrete coordinate points in each of the discrete work areas to obtain the height value of each of the discrete work areas.
- 如权利要求12至16任一项所述的方法,其中,所述获取作业设备在所述目标作业范围对应的待作业地块内的至少一条备用路径,包括:The method according to any one of claims 12 to 16, wherein the acquiring at least one backup path of the operation equipment in the plot to be operated corresponding to the target operation range comprises:对所述待作业地块的地块边界进行内缩处理,以得到所述待作业地块的可靠边界;Perform indentation processing on the plot boundary of the to-be-operated plot to obtain a reliable boundary of the to-be-operated plot;获取作业设备在所述待作业地块内的多条候选路径;acquiring multiple candidate paths of the operating equipment within the to-be-operated plot;获取所述多条候选路径中的任意一条目标候选路径;Obtain any target candidate path in the multiple candidate paths;将所述目标候选路径离散化为多个离散点;discretizing the target candidate path into a plurality of discrete points;以所述目标候选路径的起点开始,逐个确定所述多个离散点是否在所述可靠边界内,其中,所述起点位于所述可靠边界内;Starting from the starting point of the target candidate path, determining whether the plurality of discrete points are within the reliable boundary one by one, wherein the starting point is located within the reliable boundary;若当前确定的当前离散点不在所述可靠边界内,则删除所述当前离散点的前一个离散点后的路径部分,得到所述目标候选路径对应的备用路径;If the currently determined current discrete point is not within the reliable boundary, delete the part of the path after the previous discrete point of the current discrete point to obtain a backup path corresponding to the target candidate path;返回所述获取所述多条候选路径中的任意一条目标候选路径的步骤,直至得到每条所述候选路径对应的备用路径;Return to the step of obtaining any one target candidate path in the multiple candidate paths, until the backup path corresponding to each of the candidate paths is obtained;或者,or,所述获取作业设备在所述目标作业范围对应的待作业地块内的至少一条备用路径,包括:The acquiring at least one backup path of the operation equipment in the plot to be operated corresponding to the target operation scope includes:对所述待作业地块的地块边界进行内缩处理,以得到所述待作业地块的可靠边界;Perform indentation processing on the plot boundary of the to-be-operated plot to obtain a reliable boundary of the to-be-operated plot;删除所述多条候选路径中所有的特定候选路径,得到所述至少一条备用路径,其中,所述特定候选路径中存在部分路径超出所述可靠边界。All specific candidate paths in the plurality of candidate paths are deleted to obtain the at least one backup path, wherein some paths in the specific candidate paths exceed the reliable boundary.
- 如权利要求6至17任一项所述的方法,其中,在所述确定所述目标作业范围内的目标平地路径之后,还包括:The method according to any one of claims 6 to 17, wherein, after the determining the target level ground path within the target operation range, further comprising:基于所述目标平地路径指导作业设备作业;Instruct work equipment to operate based on the target level path;当所述作业设备位于死区时,更新所述作业设备的路径参数;When the work equipment is located in the dead zone, updating the path parameters of the work equipment;根据更新后的路径参数确定所述作业设备的脱离路径,所述脱离路径的终点位于所述死区外。An escape path of the work equipment is determined according to the updated path parameters, and the end point of the escape path is located outside the dead zone.
- 根据权利要求18所述的方法,其中,所述路径参数包括作业范围;所述更新所述作业设备的路径参数,包括:19. The method of claim 18, wherein the path parameters include a work scope; and the updating the path parameters of the work equipment comprises:以设定方式更新所述作业设备的作业范围;所述设定方式包括以下至少之一:平移所述作业设备的作业范围、扩大所述作业设备的作业范围。The working range of the working equipment is updated in a setting manner; the setting manner includes at least one of the following: translating the working scope of the working equipment, and expanding the working scope of the working equipment.
- 根据权利要求18所述的方法,其中,所述根据更新后的路径参数确定所述作业设备的脱离路径,包括:The method of claim 18, wherein the determining an escape path of the work equipment according to the updated path parameters comprises:根据更新后的作业范围,确定出至少一条预选路径;每条预选路径的终点均位于所述死区外;According to the updated operating range, at least one preselected path is determined; the end point of each preselected path is located outside the dead zone;确定每条预选路径的工作效率;Determine the working efficiency of each preselected path;将工作效率满足预设条件的其中一条预选路径作为所述脱离路径;所述预设条件包括以下至少之一:工作效率大于预设阈值、工作效率在确定所得的所有工作效率中值最大。One of the preselected paths whose work efficiency satisfies a preset condition is used as the escape path; the preset condition includes at least one of the following: the work efficiency is greater than a preset threshold, and the work efficiency is the largest among all the determined work efficiencies.
- 根据权利要求18至20任一项所述的方法,其中,所述路径参数包括路径方向和路径曲率;所述更新所述作业设备的路径参数,包括:The method according to any one of claims 18 to 20, wherein the path parameters include path direction and path curvature; and the updating the path parameters of the work equipment comprises:根据所述作业设备的当前位置、当前机头朝向和最小转弯半径更新所述作业设备当前路径的路径方向和路径曲率。The path direction and path curvature of the current path of the work equipment are updated according to the current position of the work equipment, the current nose heading and the minimum turning radius.
- 根据权利要求18至21任一项所述的方法,其中,更新后的路径参数包括路径方向和路径曲率;所述根据更新后的路径参数确定所述作业设备的脱离路径,包括:The method according to any one of claims 18 to 21, wherein the updated path parameters include a path direction and a path curvature; and the determining an escape path of the working equipment according to the updated path parameters includes:以所述作业设备的当前位置为起点,根据更新后的路径方向和路径曲率生成包含转弯弧段或者包含转弯弧段和直线段的脱离路径;其中,所述转弯弧段的曲率半径大于或等于所述作业设备的最小转弯半径。Taking the current position of the working equipment as a starting point, and according to the updated path direction and path curvature, generate an escape path including a turning arc segment or a turning arc segment and a straight line segment; wherein, the radius of curvature of the turning arc segment is greater than or equal to The minimum turning radius of the work equipment.
- 根据权利要求18至22任一项所述的方法,其特征在于,在所述当所述作业设备位于死区时,更新所述作业设备的路径参数之前,还包括:The method according to any one of claims 18 to 22, characterized in that before updating the path parameters of the working equipment when the working equipment is located in the dead zone, the method further comprises:当所述作业设备在当前作业路径上的工作效率小于或等于预设值时,确定所述作业设备位于死区;或者,When the work efficiency of the work equipment on the current work path is less than or equal to a preset value, it is determined that the work equipment is located in the dead zone; or,当所述作业设备的当前位置与作业地块边界的距离小于第二预设距离、且所述作业设备的当前机头朝向所述作业地块边界时,确定所述作业设备位于死区。When the distance between the current position of the working equipment and the boundary of the working plot is less than the second preset distance, and the current nose of the working equipment faces the boundary of the working plot, it is determined that the working equipment is located in the dead zone.
- 一种路径范围确定装置,包括:A path range determination device, comprising:更新模块,用于在当前作业范围的地块平整度满足设定条件时,更新所述当前作业范围,以获得地块平整度不满足所述设定条件的目标作业范围;an update module, configured to update the current operating range when the flatness of the plot in the current operating range satisfies the set condition, so as to obtain a target operating range where the flatness of the plot does not meet the set condition;其中,所述设定条件包括所述当前作业范围的地块平整度小于或等于目标作业地块的期望平整度;所述当前作业范围和所述目标作业范围均位于所述目标作业地块中。Wherein, the setting conditions include that the flatness of the current operation area is less than or equal to the expected flatness of the target operation area; both the current operation area and the target operation area are located in the target operation area .
- 一种路径规划装置,包括:A path planning device, comprising:确定模块,用于根据目标作业地块的地块平整度确定目标作业范围;所述目标作业范围的地块平整度不满足设定条件;所述设定条件包括所述目标作业范围的地块平整度小于或等于所述目标作业地块的期望平整度;确定所述目标作业范围内的目标平地路径,所述目标平地路径用于引导作业设备在所述目标作业范围内进行平整作业。A determination module, configured to determine the target operation range according to the flatness of the target operation plot; the flatness of the target operation range does not meet the set condition; the set condition includes the plot of the target operation range The flatness is less than or equal to the expected flatness of the target working area; a target leveling path within the target working range is determined, and the target leveling path is used to guide the working equipment to perform leveling work within the target working range.
- 一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现权利要求1至23任一项所述的方法。A computer-readable storage medium having a computer program stored thereon, the computer program implementing the method of any one of claims 1 to 23 when executed by a processor.
- 一种作业设备控制单元,包括处理器和存储器,所述存储器存储有机器可读指令,所述处理器用于执行所述机器可读指令,以实现权利要求1至23任一项所述的方法。A work equipment control unit, comprising a processor and a memory, the memory storing machine-readable instructions, the processor for executing the machine-readable instructions to implement the method of any one of claims 1 to 23 .
- 一种作业设备,包括:A work equipment comprising:机体;body;动力设备,安装在所述机体,用于为所述作业设备提供动力;power equipment, mounted on the body, for powering the work equipment;以及作业设备控制单元;所述作业设备控制单元包括处理器和存储器,所述存储器存储有机器可读指令,所述处理器用于执行所述机器可读指令,以实现权利要求1至23任一项所述的方法。and a work equipment control unit; the work equipment control unit includes a processor and a memory, the memory storing machine-readable instructions, the processor for executing the machine-readable instructions to implement any one of claims 1 to 23 method described in item.
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