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公开(公告)号:US10176032B2
公开(公告)日:2019-01-08
申请号:US14732285
申请日:2015-06-05
发明人: Michael Horrell , John Ciasulli , Sheng Zhong , Adam McElhinney , Brian Silva
IPC分类号: G06F11/00 , G06F11/07 , G06Q10/00 , G06F11/26 , G06F11/263 , G08B21/18 , G01D3/08 , G01M99/00 , G06F11/20 , G06N5/02 , G06N7/00 , H04L12/707 , G06Q10/06 , G06N5/04 , G06Q10/04
摘要: Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve defining and executing predictive models for outputting health metrics that estimate the operating health of an asset or a part thereof, analyzing health metrics to determine variables that are associated with high health metrics, and modifying the handling of abnormal-condition indicators in accordance with a prediction of a likely response to such abnormal-condition indicators, among other examples.
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2.
公开(公告)号:US20210012263A1
公开(公告)日:2021-01-14
申请号:US16505416
申请日:2019-07-08
发明人: Weiyu Max Li , Stephanie Kirmer , Brian Silva
摘要: A computing system may define a predictive model that is configured to receive, for a given set of data variables, data values that are related to operation of an asset during an observation period, and based on the received data values, output a prediction of fuel consumption of the asset during the observation period, where the given set of data variables may include data variables from different categories of data variables. The computing system may then obtain a dataset that includes, for the given set of data variables, data values that are related to operation of a given asset during a given observation period, apply the predictive model to the obtained dataset, and perform an evaluation of whether any data variable in the given set of data variables presented a fuel savings opportunity for the given asset during the given observation period.
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公开(公告)号:US20190003929A1
公开(公告)日:2019-01-03
申请号:US16125335
申请日:2018-09-07
发明人: Stephanie Shapiro , Brian Silva
IPC分类号: G01M99/00
CPC分类号: G01M99/005 , G05B19/18 , G05B23/0254 , G05B23/0275 , G07C5/008 , G07C5/0808 , G07C5/0825
摘要: Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve determining health metrics that estimate the operating health of an asset or a part thereof, determining recommended operating modes for assets, analyzing health metrics to determine variables that are associated with high health metrics, and modifying the handling of operating conditions that normally result in triggering of abnormal-condition indicators, among other examples.
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4.
公开(公告)号:US20190087256A1
公开(公告)日:2019-03-21
申请号:US16194036
申请日:2018-11-16
发明人: Michael Horrell , John Ciasulli , Sheng Zhong , Adam McElhinney , Brian Silva
IPC分类号: G06F11/07 , G06Q10/04 , G08B21/18 , G06N5/04 , G06F11/20 , G06N5/02 , H04L12/707 , G06N7/00 , G01D3/08 , G06F11/26 , G06Q10/06 , G01M99/00 , G06F11/00 , G06F11/263 , G06Q10/00
摘要: Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve defining and using a predictive model that is configured to output an indication of whether at least one failure type from the group of possible failure types is likely to occur at an asset within the given period of time in the future.
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公开(公告)号:US20180039956A1
公开(公告)日:2018-02-08
申请号:US15231587
申请日:2016-08-08
发明人: Adam McElhinney , Brian Silva , Jung Ha Lim
摘要: Disclosed herein are systems, devices, and methods related for generating a recommendation to repair an asset based on operating data. A computing system may be configured maintain a hierarchy that comprises two or more distinct levels of conditions that operating data may be checked against in order to determine which repair recommendation (if any) should be output. The hierarchy may include at least (1) a first condition that corresponds to a first repair recommendation having a first level of precision, and (2) a second condition that corresponds to a second repair recommendation having a second level of precision. Once repair recommendations are identified for satisfied conditions, the computer system may select the recommendation having the highest level of precision and then cause that recommendation to be output.
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公开(公告)号:US20240272630A1
公开(公告)日:2024-08-15
申请号:US18107586
申请日:2023-02-09
发明人: Sam Waterbury , Brian Silva
CPC分类号: G05B23/0283 , G06N5/022
摘要: Computing systems and methods for determining aggregated risk are disclosed herein. An exemplary computing platform includes: a communication interface, one or more processors, a non-transitory computer-readable medium, and program instructions stored on the non-transitory computer-readable medium. The program instructions, when executed, cause the computing platform to: execute a set of predictive models that are each configured to (i) evaluate operating data for the asset and (ii) output a respective prediction related to an operation of the asset; detect a triggering event for determining an aggregated risk value for the asset; identify (i) a set of predictions related to the operation of the asset and (ii) a risk dataset; determine the aggregated risk value of the asset based on the set of predictions and the risk dataset; and cause a client device to display a visual representation of the aggregated risk value.
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公开(公告)号:US20220100595A1
公开(公告)日:2022-03-31
申请号:US17498310
申请日:2021-10-11
发明人: Stephanie Shapiro , Brian Silva
IPC分类号: G06F11/07 , G06F11/00 , G05B23/02 , G06Q10/00 , G06Q50/04 , G06Q50/08 , G06Q10/06 , G01M99/00 , G05B19/18 , G07C5/00 , G07C5/08 , G06F11/26 , G06F11/263 , G08B21/18 , G01D3/08 , G06F11/20 , G06N5/02 , G06N7/00 , H04L12/707 , G06N5/04 , G06Q10/04
摘要: Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve determining health metrics that estimate the operating health of an asset or a part thereof, determining recommended operating modes for assets, analyzing health metrics to determine variables that are associated with high health metrics, and modifying the handling of operating conditions that normally result in triggering of abnormal-condition indicators, among other examples.
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公开(公告)号:US11144378B2
公开(公告)日:2021-10-12
申请号:US16125335
申请日:2018-09-07
发明人: Stephanie Shapiro , Brian Silva
IPC分类号: G01M99/00 , G06F11/07 , G06F11/00 , G05B23/02 , G06Q10/00 , G06Q50/04 , G06Q50/08 , G06Q10/06 , G05B19/18 , G07C5/00 , G07C5/08 , G06F11/26 , G06F11/263 , G08B21/18 , G01D3/08 , G06F11/20 , G06N5/02 , G06N7/00 , H04L12/707 , G06N5/04 , G06Q10/04
摘要: Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve determining health metrics that estimate the operating health of an asset or a part thereof, determining recommended operating modes for assets, analyzing health metrics to determine variables that are associated with high health metrics, and modifying the handling of operating conditions that normally result in triggering of abnormal-condition indicators, among other examples.
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公开(公告)号:US20200278273A9
公开(公告)日:2020-09-03
申请号:US16125335
申请日:2018-09-07
发明人: Stephanie Shapiro , Brian Silva
IPC分类号: G01M99/00
摘要: Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve determining health metrics that estimate the operating health of an asset or a part thereof, determining recommended operating modes for assets, analyzing health metrics to determine variables that are associated with high health metrics, and modifying the handling of operating conditions that normally result in triggering of abnormal-condition indicators, among other examples.
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