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31. 发明授权

US07937334B2 System and method for defining normal operating regions and identifying anomalous behavior of units within a fleet, operating in a complex, dynamic environment 有权
标题翻译：用于定义正常运行区域的系统和方法，并识别在复杂的动态环境中运行的机队内的单元的异常行为
公开(公告)号：US07937334B2
公开(公告)日：2011-05-03
申请号：US11755924
申请日：2007-05-31
申请人： Piero Patrone Bonissone , Weizhong Yan , Naresh Sundaram Iyer , Kai Goebel , Anil Varma
发明人： Piero Patrone Bonissone , Weizhong Yan , Naresh Sundaram Iyer , Kai Goebel , Anil Varma
IPC分类号： G06F17/00
CPC分类号： G05B23/024 , G06K9/6284 , G06N99/005
摘要： Monitoring dynamic units that operate in complex, dynamic environments, is provided in order to classify and track unit behavior over time. When domain knowledge is available, feature-based models may be used to capture the essential state information of the units. When domain knowledge is not available, raw data is relied upon to perform this task. By analyzing logs of event messages (without having access to their data dictionary), embodiments allow the identification of anomalies (novelties). Specifically, a Normalized Compression Distance (such as one based on Kolmogorov Complexity) may be applied to logs of event messages. By analyzing the similarity and differences of the event message logs, units are identified that did not experience any abnormality (and locate regions of normal operations) and units that departed from such regions.
摘要翻译：提供了监控在复杂，动态环境中运行的动态单元，以便对时间段内的单元行为进行分类和跟踪。当领域知识可用时，可以使用基于特征的模型来捕获单位的基本状态信息。当领域知识不可用时，依靠原始数据来执行此任务。通过分析事件消息的日志（不访问其数据字典），实施例允许识别异常（新奇事物）。具体来说，归一化压缩距离（例如基于Kolmogorov复杂度的距离）可以应用于事件消息的日志。通过分析事件消息日志的相似性和差异，识别出没有经历任何异常（并定位正常操作的区域）的单位和离开这些区域的单位。

32. 发明授权

US07395188B1 System and method for equipment life estimation 有权
标题翻译：设备寿命估算系统及方法
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。

33. 发明申请

US20090132855A1 AUTOMATED KERNEL EXTRACTION 有权
标题翻译：自动提取KERNEL
公开(公告)号：US20090132855A1
公开(公告)日：2009-05-21
申请号：US11755893
申请日：2007-05-31
申请人： Neil Holger Eklund , Weizhong Yan , Yarma Anil , Piero Patrone Bonissone
发明人： Neil Holger Eklund , Weizhong Yan , Yarma Anil , Piero Patrone Bonissone
IPC分类号： G06F11/34 , G06F15/18
CPC分类号： G05B23/0229
摘要： A method and system for automatically developing a fault classification system from time series data. The sensors need not have been intended for diagnostic purposes (e.g., control sensors). These methods and systems are functionally independent of knowledge related to a particular equipment system, thereby allowing seamless application to multiple systems, regardless of the suite of sensors in each system. Because this algorithm is totally automated, substantial savings in time and development cost can be achieved. The algorithm results in a classification system and a set of features that might be used to develop alternative classification systems without human intervention.
摘要翻译：一种从时间序列数据自动开发故障分类系统的方法和系统。传感器不需要用于诊断目的（例如，控制传感器）。这些方法和系统在功能上独立于与特定设备系统相关的知识，从而允许无缝地应用于多个系统，而不管每个系统中的传感器套件如何。因为这个算法是完全自动的，所以可以大大节省时间和开发成本。该算法导致分类系统和一组特征，可用于开发替代分类系统而无需人为干预。

34. 发明申请

US20080208487A1 SYSTEM AND METHOD FOR EQUIPMENT REMAINING LIFE ESTIMATION 有权
标题翻译：用于设备的生命周期估计的系统和方法
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。

35. 发明授权

US09709980B2 Method and system for diagnosing compressors 有权
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.

36. 发明申请

US20120191465A1 SYSTEM AND METHOD FOR ANALYZING HOSPITAL DATA 审中-公开
标题翻译：用于分析医院数据的系统和方法
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。

37. 发明申请

US20100287478A1 SEMI-AUTOMATED AND INTER-ACTIVE SYSTEM AND METHOD FOR ANALYZING PATENT LANDSCAPES 失效
标题翻译：半自动和互动系统和分析专利景观的方法
公开(公告)号：US20100287478A1
公开(公告)日：2010-11-11
申请号：US12463731
申请日：2009-05-11
申请人： Viswanath Avasarala , John Erik Hershey , Anil Varma , Piero Patrone Bonissone
发明人： Viswanath Avasarala , John Erik Hershey , Anil Varma , Piero Patrone Bonissone
IPC分类号： G06F15/177 , G06F17/30
CPC分类号： G06F17/30643 , G06F17/30011 , G06F17/30713
摘要： A semi-automated method for interactively analyzing a patent landscape in one embodiment includes retrieving a plurality of relevant patents indicative of a predetermined conceptual region of the patent landscape from a patent repository using a query. Competitive analysis of the plurality of relevant patents is conducted using an interactive network-based visualization technique. The competitive analysis is used for intellectual property enforcement, due diligence, and strategic investment analysis.
摘要翻译：在一个实施例中用于交互地分析专利环境的半自动化方法包括使用查询从专利储存库检索指示专利环境的预定概念区域的多个相关专利。使用基于交互式网络的可视化技术来进行多个相关专利的竞争分析。竞争分析用于知识产权执法，尽职调查和战略投资分析。

38. 发明授权

US07509235B2 Method and system for forecasting reliability of assets 有权
标题翻译：资产可靠性预测方法与系统
公开(公告)号：US07509235B2
公开(公告)日：2009-03-24
申请号：US11216940
申请日：2005-08-31
申请人： Piero Patrone Bonissone , Kareem Sherif Aggour , Anil Varma
发明人： Piero Patrone Bonissone , Kareem Sherif Aggour , Anil Varma
IPC分类号： G06F11/30
CPC分类号： G06Q40/06
摘要： A method and system of forecasting reliability of an asset is provided. The method includes identifying peer units of the asset by using selected criteria, performing a search for the peer units based upon the selected criteria, and constructing local predictive models using the peer units. The method also includes estimating the future behavior of the asset based upon the local predictive models and dynamically updating the local predictive models to reflect at least one change in the criteria.
摘要翻译：提供了一种预测资产可靠性的方法和系统。该方法包括通过使用选择的标准来识别资产的对等单元，基于所选择的标准执行对对等单元的搜索，以及使用对等单元构建本地预测模型。该方法还包括基于本地预测模型估计资产的未来行为，并动态更新本地预测模型以反映标准中的至少一个变化。

39. 发明授权

US06498993B1 Paper web breakage prediction using bootstrap aggregation of classification and regression trees 失效
标题翻译：使用分类和回归树的引导聚合的纸网断裂预测
公开(公告)号：US06498993B1
公开(公告)日：2002-12-24
申请号：US09583154
申请日：2000-05-30
申请人： Yu-To Chen , Piero Patrone Bonissone
发明人： Yu-To Chen , Piero Patrone Bonissone
IPC分类号： G01N1908
CPC分类号： G06K9/036 , D21F7/04 , G01N33/346 , G06K9/6217
摘要： A system and method for predicting web breaks in a paper machine. Principal components analysis and an aggregated classification and regression tree (CART) model are used to predict web break sensitivity from sensor measurements taken from the paper machine.
摘要翻译：一种用于预测造纸机中的卷筒纸断裂的系统和方法。主成分分析和聚合分类和回归树（CART）模型用于通过从造纸机获取的传感器测量来预测卷筒纸断裂敏感性。

40. 发明授权

US6141648A Method for estimating the price per square foot value of real property 失效
标题翻译：不动产价格平均值估算方法
公开(公告)号：US6141648A
公开(公告)日：2000-10-31
申请号：US118188
申请日：1998-07-17
申请人： Piero Patrone Bonissone , William Estel Cheetham
发明人： Piero Patrone Bonissone , William Estel Cheetham
IPC分类号： G06Q30/02 , G06Q30/06 , G06F15/18
CPC分类号： G06Q30/06 , G06Q30/0206
摘要： A computer-implemented method for estimating a dollar per square foot value of a subject property. A set of properties comparable to the subject property are retrieved. The comparable properties are characterized by a plurality of common attributes each having a respective value. The plurality of common attributes include distance from the subject property, sale price, and living area. The distance of the comparable properties to the subject property are rated on a fuzzy preference scale indicating desirable and tolerable deviations from an ideal match with the subject property. Each evaluation generates a weighted preference. The sale price and the living area from each of the comparable properties are then aggregated with the weighted preference for that comparable into a dollar per square foot estimate of the subject property.
摘要翻译：用于估计主体财产每平方英尺价值的计算机实现的方法。检索与主题属性相当的一组属性。可比较的性质的特征在于具有各自具有相应值的多个共同属性。多个共同属性包括与主体财产的距离，销售价格和生活区域。可比较的属性与主体属性的距离在模糊偏好量表上进行评级，表示与主题属性的理想匹配的期望和可容忍的偏差。每个评估产生加权偏好。然后将每个可比房地产的售价和生活区域与加权偏好相结合，以每平方英尺估算的主题财产相当于一美元。

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