公开(公告)号：US07725293B2

公开(公告)日：2010-05-25

申请号：US11608058

申请日：2006-12-07

申请人： Piero Patrone Bonissone ,  Feng Xue ,  Anil Varma ,  Kai Frank Goebel ,  Weizhong Yan ,  Neil Holger White Eklund

发明人： Piero Patrone Bonissone ,  Feng Xue ,  Anil Varma ,  Kai Frank Goebel ,  Weizhong Yan ,  Neil Holger White Eklund

IPC分类号： G06F3/00

CPC分类号： G06N5/04

摘要： A method to predict remaining life of a target is disclosed. The method includes receiving information regarding a behavior of the target, and identifying from a database at least one piece of equipment having similarities to the target. The method further includes retrieving from the database data prior to an end of the equipment useful life, the data having a relationship to the behavior, evaluating a similarity of the relationship, predicting the remaining life of the target based upon the similarity, and generating a signal corresponding to the predicted remaining equipment life.

摘要翻译： 公开了一种预测目标的剩余寿命的方法。 该方法包括接收关于目标的行为的信息，以及从数据库中识别具有与目标相似的至少一件设备。 该方法还包括在设备使用寿命结束之前从数据库中获取数据，数据与行为有关系，评估关系的相似性，基于相似度预测目标的剩余寿命，并产生 信号对应于预计的剩余设备寿命。

公开(公告)号：US07548830B2

公开(公告)日：2009-06-16

申请号：US11678273

申请日：2007-02-23

申请人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue

发明人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue

IPC分类号： G06F17/18

CPC分类号： G06Q10/04 ,  G05B23/0283

摘要： A method to reduce uncertainty bounds of predicting a remaining life of a probe using a set of diverse models is disclosed. The method includes generating an estimated remaining life output by each model of the set of diverse models, aggregating each of the respective estimated remaining life outputs via a fusion model, and in response to the aggregating, predicting the remaining life, the predicting having reduced uncertainty bounds based on the aggregating. The method further includes generating a signal corresponding to the predicted remaining life of the probe.

摘要翻译： 公开了一种减少使用一组不同模型预测探测器的剩余寿命的不确定性界限的方法。 该方法包括通过不同模型集合的每个模型生成估计的剩余寿命输出，通过融合模型聚合各自的估计剩余寿命输出中的每一个，并且响应于聚合预测剩余寿命，预测具有降低的不确定性 基于聚合的边界。 该方法还包括产生与探测器的预测剩余寿命相对应的信号。

公开(公告)号：US20080140361A1

公开(公告)日：2008-06-12

申请号：US11608058

申请日：2006-12-07

申请人： Piero Patrone Bonissone ,  Feng Xue ,  Anil Varma ,  Kai Frank Goebel ,  Weizhong Yan ,  Neil Holger White Eklund

发明人： Piero Patrone Bonissone ,  Feng Xue ,  Anil Varma ,  Kai Frank Goebel ,  Weizhong Yan ,  Neil Holger White Eklund

IPC分类号： G06F17/10

CPC分类号： G06N5/04

摘要： A method to predict remaining life of a target is disclosed. The method includes receiving information regarding a behavior of the target, and identifying from a database at least one piece of equipment having similarities to the target. The method further includes retrieving from the database data prior to an end of the equipment useful life, the data having a relationship to the behavior, evaluating a similarity of the relationship, predicting the remaining life of the target based upon the similarity, and generating a signal corresponding to the predicted remaining equipment life.

摘要翻译： 公开了一种预测目标的剩余寿命的方法。 该方法包括接收关于目标的行为的信息，以及从数据库中识别具有与目标相似的至少一件设备。 该方法还包括在设备使用寿命结束之前从数据库中获取数据，数据与行为有关系，评估关系的相似性，基于相似度预测目标的剩余寿命，并且生成 信号对应于预计的剩余设备寿命。

公开(公告)号：US20080140352A1

公开(公告)日：2008-06-12

申请号：US11608076

申请日：2006-12-07

申请人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue ,  Hai Qiu

发明人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue ,  Hai Qiu

IPC分类号： G06F15/00

CPC分类号： G05B19/4184 ,  G05B2219/32234 ,  G05B2219/32235 ,  G05B2219/32369 ,  Y02P90/14 ,  Y02P90/26

摘要： A method to predict equipment life is disclosed. The method includes making available a set of input parameters, and defining a model of a health of the equipment as a function of the set of input parameters. The method continues with receiving at least one signal representative of a respective one of an actual sensor output relating to an actual operation attribute margin of the equipment, predicting a remaining useful equipment life based upon a sequence of outputs of the model of the health of the equipment, and generating a signal corresponding to the remaining useful equipment life.

摘要翻译： 公开了一种预测设备寿命的方法。 该方法包括提供一组输入参数，以及根据输入参数集合定义设备健康的模型。 该方法继续接收表示与设备的实际操作属性边缘相关的实际传感器输出中的相应一个信号的至少一个信号，基于该设备的健康模型的输出序列来预测剩余的有用设备寿命 设备，并产生对应于剩余有用设备寿命的信号。

公开(公告)号：US07395188B1

公开(公告)日：2008-07-01

申请号：US11608076

申请日：2006-12-07

申请人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue ,  Hai Qiu

发明人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue ,  Hai Qiu

IPC分类号： G06F11/30 ,  G21C17/00

CPC分类号： G05B19/4184 ,  G05B2219/32234 ,  G05B2219/32235 ,  G05B2219/32369 ,  Y02P90/14 ,  Y02P90/26

摘要： A method to predict equipment life is disclosed. The method includes making available a set of input parameters, and defining a model of a health of the equipment as a function of the set of input parameters. The method continues with receiving at least one signal representative of a respective one of an actual sensor output relating to an actual operation attribute margin of the equipment, predicting a remaining useful equipment life based upon a sequence of outputs of the model of the health of the equipment, and generating a signal corresponding to the remaining useful equipment life.

摘要翻译： 公开了一种预测设备寿命的方法。 该方法包括提供一组输入参数，以及根据输入参数集合定义设备健康的模型。 该方法继续接收表示与设备的实际操作属性边缘相关的实际传感器输出中的相应一个信号的至少一个信号，基于该设备的健康模型的输出序列来预测剩余的有用设备寿命 设备，并产生对应于剩余有用设备寿命的信号。

公开(公告)号：US20080208487A1

公开(公告)日：2008-08-28

申请号：US11678273

申请日：2007-02-23

申请人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue

发明人： Kai Frank Goebel ,  Piero Patrone Bonissone ,  Weizhong Yan ,  Neil Holger White Eklund ,  Feng Xue

IPC分类号： G06F19/00

CPC分类号： G06Q10/04 ,  G05B23/0283

摘要： A method to reduce uncertainty bounds of predicting a remaining life of a probe using a set of diverse models is disclosed. The method includes generating an estimated remaining life output by each model of the set of diverse models, aggregating each of the respective estimated remaining life outputs via a fusion model, and in response to the aggregating, predicting the remaining life, the predicting having reduced uncertainty bounds based on the aggregating. The method further includes generating a signal corresponding to the predicted remaining life of the probe.

摘要翻译： 公开了一种减少使用一组不同模型预测探测器的剩余寿命的不确定性界限的方法。 该方法包括通过不同模型集合的每个模型生成估计的剩余寿命输出，通过融合模型聚合各自的估计剩余寿命输出中的每一个，并且响应于聚合预测剩余寿命，预测具有降低的不确定性 基于聚合的边界。 该方法还包括产生与探测器的预测剩余寿命相对应的信号。

公开(公告)号：US09709980B2

公开(公告)日：2017-07-18

申请号：US13517113

申请日：2010-11-05

申请人： Piero Patrone Bonissone ,  Xiao Hu ,  David Bianucci ,  Lorenzo Salusti ,  Alessio Fabbri ,  Feng Xue ,  Viswanath Avasarala ,  Gianni Mochi ,  Alberto Pieri

发明人： Piero Patrone Bonissone ,  Xiao Hu ,  David Bianucci ,  Lorenzo Salusti ,  Alessio Fabbri ,  Feng Xue ,  Viswanath Avasarala ,  Gianni Mochi ,  Alberto Pieri

IPC分类号： G06F11/30 ,  G05B23/02

CPC分类号： G05B23/02 ,  G05B23/0278

摘要： Method, system and computer software for diagnosing a compressor. The method includes generating a feature vector of the compressor, the feature vector of the compressor including components describing states of various parts of the compressor; determining, based on fuzzy constraints, an aggregated anomaly vector corresponding to the feature vector; defining rules for a preset list of possible faults/failure modes of the compressor; calculating a corroborating measure between the aggregated anomaly vector and the rules; and identifying a fault/failure mode of the compressor based on a result of the corroborating measure.

公开(公告)号：US20120191465A1

公开(公告)日：2012-07-26

申请号：US13011504

申请日：2011-01-21

申请人： Feng Xue ,  Richard L. Frowein ,  Piero Patrone Bonissone ,  Susan M. Quinion ,  Melissa Jaroneski ,  Angela Neff Patterson ,  James Kenneth Aragones

发明人： Feng Xue ,  Richard L. Frowein ,  Piero Patrone Bonissone ,  Susan M. Quinion ,  Melissa Jaroneski ,  Angela Neff Patterson ,  James Kenneth Aragones

IPC分类号： G06Q50/00 ,  G06Q10/00

CPC分类号： G06Q50/22 ,  G06Q10/06

摘要： The present disclosure relates approaches that may be used to analyze data from hospital records to identify deficiencies in the operation of the hospital. In certain implementations, features of the data may be evaluated in conjunction with performance indicators to identify root causes associated with the deficiencies. In further implementations, identification of root causes of deficiencies identified in the historical data may be used to generate recommendations for changes to the operation of the hospital. In further implementations, events may be predicted based on the identification of a features or features within the current data that is indicative of a pending problem or event.

摘要翻译： 本公开涉及可用于分析医院记录中的数据以识别医院操作不足的方法。 在某些实现中，可以结合性能指标来评估数据的特征，以识别与缺陷相关联的根本原因。 在进一步的实施中，识别历史数据中识别的缺陷的根本原因可以用于产生对医院操作的改变的建议。 在进一步的实现中，可以基于当前数据中指示待决问题或事件的特征或特征的识别来预测事件。

公开(公告)号：US20080288280A1

公开(公告)日：2008-11-20

申请号：US11748611

申请日：2007-05-15

申请人： Deborah J. Belcher ,  Mary J. Ammer ,  William Estel Cheetham ,  Rajesh Venkat Subbu ,  Feng Xue ,  Bernhard Joseph Scholz ,  Piero Patrone Bonissone

发明人： Deborah J. Belcher ,  Mary J. Ammer ,  William Estel Cheetham ,  Rajesh Venkat Subbu ,  Feng Xue ,  Bernhard Joseph Scholz ,  Piero Patrone Bonissone

IPC分类号： G06Q10/00 ,  G06F17/18

CPC分类号： G06F19/328 ,  G06Q10/10 ,  G06Q50/22

摘要： A system and method for processing healthcare service data is herein disclosed. The system comprising a decision engine in communication with a process manager and a knowledge source. The decision engine receives at least one protocol from the knowledge source that is derived by automated learning and applies the at least one protocol to healthcare service data and transmits a response to the process manager such that the response is indicative of a next workflow step to be taken.

摘要翻译： 本文公开了一种用于处理医疗服务数据的系统和方法。 该系统包括与进程管理器和知识源通信的决策引擎。 所述决策引擎从所述知识源接收至少一个通过自动学习获得的协议，并将所述至少一个协议应用于医疗保健服务数据，并向所述过程管理器发送响应，使得所述响应指示下一工作流步骤为 被采取。

公开(公告)号：US20130211785A1

公开(公告)日：2013-08-15

申请号：US13517113

申请日：2010-11-05

申请人： Piero Patrone Bonissone ,  Xiao Hu ,  David Bianucci ,  Lorenzo Salusti ,  Alessio Fabbri ,  Feng Xue ,  Viswanath Avasarala ,  Gianni Mochi ,  Alberto Pieri

发明人： Piero Patrone Bonissone ,  Xiao Hu ,  David Bianucci ,  Lorenzo Salusti ,  Alessio Fabbri ,  Feng Xue ,  Viswanath Avasarala ,  Gianni Mochi ,  Alberto Pieri

IPC分类号： G05B23/02

CPC分类号： G05B23/02 ,  G05B23/0278

摘要： Method, system and computer software for diagnosing a compressor. The method includes generating a feature vector of the compressor, the feature vector of the compressor including components describing states of various parts of the compressor; determining, based on fuzzy constraints, an aggregated anomaly vector corresponding to the feature vector; defining rules for a preset list of possible faults/failure modes of the compressor; calculating a corroborating measure between the aggregated anomaly vector and the rules; and identifying a fault/failure mode of the compressor based on a result of the corroborating measure.

摘要翻译： 用于诊断压缩机的方法，系统和计算机软件。 该方法包括生成压缩机的特征向量，压缩机的特征向量包括描述压缩机各部分的状态的部件; 基于模糊约束确定与特征向量相对应的聚合异常向量; 定义压缩机可能的故障/故障模式的预设列表的规则; 计算聚合异常向量与规则之间的确定度量; 以及基于确认措施的结果来识别压缩机的故障/故障模式。