MOBILE MACHINE-GENERATED DATA CORRECTION
    2.
    发明申请

    公开(公告)号:US20180060375A1

    公开(公告)日:2018-03-01

    申请号:US15247003

    申请日:2016-08-25

    申请人: Deere & Company

    IPC分类号: G06F17/30

    摘要: Machine-generated data is divided into its metadata (or contextual data) that is indicative of a data container, and the data values themselves that are indicative of sensed variables. The metadata is checked to obtain a container integrity indicator of whether the data is accurate based on characteristics of the data container. The actual data values are subjected to quality checking to determine whether they have been corrupted by inaccuracies. Data corresponding to inaccurate metadata or inaccurate data values themselves is quarantined, and correction logic attempts to correct any inaccurate data. Corrected data is output with the verified data.

    AGRICULTURAL INFORMATION SENSING AND RETRIEVAL
    3.
    发明申请
    AGRICULTURAL INFORMATION SENSING AND RETRIEVAL 审中-公开
    农业信息传播与检索

    公开(公告)号:US20160078391A1

    公开(公告)日:2016-03-17

    申请号:US14925237

    申请日:2015-10-28

    申请人: Deere & Company

    IPC分类号: G06Q10/06 G06F17/30 G06Q50/02

    摘要: Performance information indicative of operator performance of a mobile machine is detected. Context criteria are identified based on a sensed context of the mobile machine. As set of performance data is parsed to identify reference data, based on the context criteria. A performance opportunity space is identified, by comparing the detected performance information to the reference data. A user interface component is controlled to surface the performance opportunity space for interaction.

    摘要翻译: 检测到指示移动机器的操作员性能的性能信息。 基于移动机器的感测上下文来识别上下文标准。 根据上下文标准,解析一组性能数据以识别参考数据。 通过将检测到的性能信息与参考数据进行比较来识别性能机会空间。 用户界面组件被控制以表达用于交互的性能机会空间。

    Augmented crop loss sensing
    5.
    发明授权

    公开(公告)号:US10729065B2

    公开(公告)日:2020-08-04

    申请号:US14849930

    申请日:2015-09-10

    申请人: Deere & Company

    摘要: A crop loss correction system receives one or more crop loss sensor signals that are indicative of crop lost by a harvesting machine. A correction component receives context information from a set of context sensing components to identify a context of the harvesting machine. The correction component corrects the crop loss sensor signals, based upon the context information, to obtain a corrected loss signal indicative of the sensed crop loss, corrected based on the mobile machine context. The corrected loss signal is output to an output device.

    Mobile machine-generated data correction

    公开(公告)号:US10691668B2

    公开(公告)日:2020-06-23

    申请号:US15247003

    申请日:2016-08-25

    申请人: Deere & Company

    IPC分类号: G06F16/23 B60K31/02 G06F17/18

    摘要: Machine-generated data is divided into its metadata (or contextual data) that is indicative of a data container, and the data values themselves that are indicative of sensed variables. The metadata is checked to obtain a container integrity indicator of whether the data is accurate based on characteristics of the data container. The actual data values are subjected to quality checking to determine whether they have been corrupted by inaccuracies. Data corresponding to inaccurate metadata or inaccurate data values themselves is quarantined, and correction logic attempts to correct any inaccurate data. Corrected data is output with the verified data.

    System for Optimizing Agricultural Machine Settings

    公开(公告)号:US20190069470A1

    公开(公告)日:2019-03-07

    申请号:US15698630

    申请日:2017-09-07

    申请人: Deere & Company

    摘要: A system and method of controlling an agricultural machine uses the following steps: (a) successively recording signals from at least one first sensor sensing at least one agronomic parameter of a field during an operation of the machine in the field, (b) successively recording signals from at least one second sensor sensing at least one operation parameter of the machine during the operation of the machine in the field, (c) spatially overlaying the signals of the first sensor and the second sensor, (d) determining from the overlaid values a respective zone in the field, and (e) controlling an actuator of the machine dependent on the determined zone in which the machine operates.

    CORRECTING BIAS IN AGRICULTURAL PARAMETER MONITORING

    公开(公告)号:US20180122020A1

    公开(公告)日:2018-05-03

    申请号:US15340704

    申请日:2016-11-01

    申请人: Deere & Company

    摘要: A sensing system bias is reduced across a first agricultural machine and a second agricultural machine. A collection of agronomic data is accessed, that is indicative of an estimated crop yield. The collection that is accessed, for example, includes at least a first set of data sensed by the first agricultural machine and a second set of data sensed by the second agricultural machine. In addition, the first and second sets of data can be scaled based on a yield correction factor. A bias between the scaled first set of data and the scaled second set of data is determined, and a smoothing operation is performed on the scaled first and second sets of data. For example, performing the smoothing operation can include generating a calibration correction factor based on the determined bias, removing the bias between the scaled first set of data and the scaled second set of data to obtain a corrected set of crop yield data, and using the calibration correction factor in sensing the first set of data on the first agricultural machine and the second set of data on the second agricultural machine.