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公开(公告)号：US20190287014A1
公开(公告)日：2019-09-19
申请号：US16421264
申请日：2019-05-23
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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公开(公告)号：US10996665B2
公开(公告)日：2021-05-04
申请号：US16880102
申请日：2020-05-21
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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公开(公告)号：US20180174067A1
公开(公告)日：2018-06-21
申请号：US15841984
申请日：2017-12-14
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
CPC classification number: G06N7/005 , G01D9/00 , G05B23/0221 , G05B23/0237 , G06F16/901 , G06F17/5009 , G06K9/0055 , G06K9/6253 , G06N20/00
Abstract: Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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公开(公告)号：US20220414505A1
公开(公告)日：2022-12-29
申请号：US17891943
申请日：2022-08-19
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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Patent Agency Ranking
公开(公告)号：US20180173217A1
公开(公告)日：2018-06-21
申请号：US15839743
申请日：2017-12-12
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
IPC: G05B23/02
CPC classification number: G05B23/0283 , G05B23/0235 , G05B23/024 , G05B23/0264 , G05B23/0272 , G05B2219/32128 , G05B2219/32371 , G06Q10/00 , G06Q10/20
Abstract: Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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公开(公告)号：US11455560B2
公开(公告)日：2022-09-27
申请号：US16421264
申请日：2019-05-23
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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公开(公告)号：US10663961B2
公开(公告)日：2020-05-26
申请号：US15839743
申请日：2017-12-12
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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公开(公告)号：US20200285227A1
公开(公告)日：2020-09-10
申请号：US16880102
申请日：2020-05-21
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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公开(公告)号：US10354196B2
公开(公告)日：2019-07-16
申请号：US15841984
申请日：2017-12-14
Applicant: Palantir Technologies Inc.
Inventor： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
Abstract: Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period. Access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type. Determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs. Determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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