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公开(公告)号:US20130345993A1
公开(公告)日:2013-12-26
申请号:US13528590
申请日:2012-06-20
申请人: Gowtham Bellala , Manish Marwah , Martin Arlitt , Geoff M. Lyon , Cullen E. Bash , Chandrakant Patel
发明人: Gowtham Bellala , Manish Marwah , Martin Arlitt , Geoff M. Lyon , Cullen E. Bash , Chandrakant Patel
CPC分类号: G01F15/063
摘要: Determining sensor placement in distributed networks includes identifying measurement locations in a distributed network with a tree topology and selecting a subset of the measurement locations for sensor placement with a mutual information function.
摘要翻译: 确定分布式网络中的传感器位置包括使用树形拓扑识别分布式网络中的测量位置,并用互信息功能选择传感器放置的测量位置的子集。
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公开(公告)号:US20130289904A1
公开(公告)日:2013-10-31
申请号:US13459143
申请日:2012-04-28
申请人: Manish Marwah , Gowtham Bellala , Martin Arlitt , Geoff M. Lyon , Cullen E. Bash , Chandrakant Patel
发明人: Manish Marwah , Gowtham Bellala , Martin Arlitt , Geoff M. Lyon , Cullen E. Bash , Chandrakant Patel
IPC分类号: G06F19/00
CPC分类号: G01D4/00 , Y02B70/343 , Y02B90/245 , Y04S20/34 , Y04S20/40
摘要: A method for detecting power consumption anomalies. The method obtains two different time power series and compares them to generate a dissimilarity matrix. A dimensionality reduction equation is applied to the dissimilarity matrix to obtain a low dimensional embedding of the power data. A probability score of each of the time series being anomalous is then calculated.
摘要翻译: 一种检测功耗异常的方法。 该方法获得两个不同的时间功率系列,并比较它们以产生不相似矩阵。 将维度降低方程应用于不相似矩阵以获得功率数据的低维嵌入。 然后计算每个时间序列异常的概率得分。
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公开(公告)号:US09459129B2
公开(公告)日:2016-10-04
申请号:US13528590
申请日:2012-06-20
申请人: Gowtham Bellala , Manish Marwah , Martin Arlitt , Geoff M. Lyon , Cullen E. Bash , Chandrakant Patel
发明人: Gowtham Bellala , Manish Marwah , Martin Arlitt , Geoff M. Lyon , Cullen E. Bash , Chandrakant Patel
IPC分类号: G01F15/06
CPC分类号: G01F15/063
摘要: Determining sensor placement in distributed networks includes identifying measurement locations in a distributed network with a tree topology and selecting a subset of the measurement locations for sensor placement with a mutual information function.
摘要翻译: 确定分布式网络中的传感器位置包括使用树形拓扑识别分布式网络中的测量位置,并用互信息功能选择传感器放置的测量位置的子集。
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公开(公告)号:US09322667B2
公开(公告)日:2016-04-26
申请号:US13459143
申请日:2012-04-28
申请人: Manish Marwah , Gowtham Bellala , Martin Arlitt , Geoff M Lyon , Cullen E. Bash , Chandrakant Patel
发明人: Manish Marwah , Gowtham Bellala , Martin Arlitt , Geoff M Lyon , Cullen E. Bash , Chandrakant Patel
CPC分类号: G01D4/00 , Y02B70/343 , Y02B90/245 , Y04S20/34 , Y04S20/40
摘要: A method for detecting power consumption anomalies. The method obtains two different time power series and compares them to generate a dissimilarity matrix. A dimensionality reduction equation is applied to the dissimilarity matrix to obtain a low dimensional embedding of the power data. A probability score of each of the time series being anomalous is then calculated.
摘要翻译: 一种检测功耗异常的方法。 该方法获得两个不同的时间功率系列,并比较它们以产生不相似矩阵。 将维度降低方程应用于不相似矩阵以获得功率数据的低维嵌入。 然后计算每个时间序列的异常概率得分。
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公开(公告)号:US20130289952A1
公开(公告)日:2013-10-31
申请号:US13458462
申请日:2012-04-27
IPC分类号: G06F17/10
CPC分类号: G06Q50/06 , G06Q10/04 , G06Q10/063 , H02J2003/143 , Y02B70/3266 , Y04S20/242
摘要: A method of determining occupancy of a building using a hidden Markov model.
摘要翻译: 使用隐马尔可夫模型确定建筑物的占用的方法。
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公开(公告)号:US20120109391A1
公开(公告)日:2012-05-03
申请号:US12913368
申请日:2010-10-27
申请人: Manish Marwah , Ratnesh Kumar Sharma , Amip J. Shah , Thomas W. Christian , Cullen E. Bash , Chandrakant Patel , Martin Arlitt , Geoff M. Lyon
发明人: Manish Marwah , Ratnesh Kumar Sharma , Amip J. Shah , Thomas W. Christian , Cullen E. Bash , Chandrakant Patel , Martin Arlitt , Geoff M. Lyon
IPC分类号: G06F1/28
CPC分类号: G06F1/26 , G06F9/4893 , Y02D10/24
摘要: In a method for managing energy demand in an infrastructure, a coefficient of performance (COP) of the infrastructure as a function of time is determined. The COP is a measure of efficiency of the infrastructure. In addition, an energy demand on the infrastructure as a function of time is determined and an energy demand schedule for the infrastructure that temporally reallocates the energy demand based upon the determined COP of the infrastructure is determined.
摘要翻译: 在用于管理基础设施中的能量需求的方法中,确定作为时间的函数的基础设施的性能系数(COP)。 缔约方会议是对基础设施效率的衡量标准。 此外,确定基础设施作为时间的函数的能量需求,并且确定基于确定的基础设施的COP暂时地重新分配能量需求的基础设施的能量需求计划。
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公开(公告)号:US08565931B2
公开(公告)日:2013-10-22
申请号:US12913368
申请日:2010-10-27
申请人: Manish Marwah , Ratnesh Kumar Sharma , Amip J. Shah , Thomas W. Christian , Cullen E. Bash , Chandrakant Patel , Martin Arlitt , Geoff M. Lyon
发明人: Manish Marwah , Ratnesh Kumar Sharma , Amip J. Shah , Thomas W. Christian , Cullen E. Bash , Chandrakant Patel , Martin Arlitt , Geoff M. Lyon
CPC分类号: G06F1/26 , G06F9/4893 , Y02D10/24
摘要: In a method for managing energy demand in an infrastructure, a coefficient of performance (COP) of the infrastructure as a function of time is determined. The COP is a measure of efficiency of the infrastructure. In addition, an energy demand on the infrastructure as a function of time is determined and an energy demand schedule for the infrastructure that temporally reallocates the energy demand based upon the determined COP of the infrastructure is determined.
摘要翻译: 在用于管理基础设施中的能量需求的方法中,确定作为时间的函数的基础设施的性能系数(COP)。 缔约方会议是对基础设施效率的衡量标准。 此外,确定基础设施作为时间的函数的能量需求,并且确定基于确定的基础设施的COP暂时地重新分配能量需求的基础设施的能量需求计划。
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公开(公告)号:US20130027220A1
公开(公告)日:2013-01-31
申请号:US13194161
申请日:2011-07-29
申请人: Manish Marwah , Chandrakant Patel , Geoff M. Lyon , Martha L. Lyons , Martin Arlitt , Cullen E. Bash
发明人: Manish Marwah , Chandrakant Patel , Geoff M. Lyon , Martha L. Lyons , Martin Arlitt , Cullen E. Bash
CPC分类号: H04Q9/00 , H04Q2209/845
摘要: In an embodiment, a device characterization system includes a sensor to sense an attribute of a device, a processor, and an algorithm executable on the processor to collect time series data of the attribute from the sensor, detect edges in the data, identify clusters from the edges, label the clusters based on input from a supervisor, and estimate device characterization parameters from the clusters.
摘要翻译: 在一个实施例中,设备表征系统包括用于感测设备的属性的传感器,处理器和可在处理器上执行的算法,以从传感器收集属性的时间序列数据,检测数据中的边缘,从 边缘,基于来自主管的输入来标记聚类,并从集群估计设备表征参数。
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公开(公告)号:US08836536B2
公开(公告)日:2014-09-16
申请号:US13194161
申请日:2011-07-29
申请人: Manish Marwah , Chandrakant Patel , Geoff M. Lyon , Martha L. Lyons , Martin Arlitt , Cullen E. Bash
发明人: Manish Marwah , Chandrakant Patel , Geoff M. Lyon , Martha L. Lyons , Martin Arlitt , Cullen E. Bash
CPC分类号: H04Q9/00 , H04Q2209/845
摘要: In an embodiment, a device characterization system includes a sensor to sense an attribute of a device, a processor, and an algorithm executable on the processor to collect time series data of the attribute from the sensor, detect edges in the data, identify clusters from the edges, label the clusters based on input from a supervisor, and estimate device characterization parameters from the clusters.
摘要翻译: 在一个实施例中,设备表征系统包括用于感测设备的属性的传感器,处理器和可在处理器上执行的算法,以从传感器收集属性的时间序列数据,检测数据中的边缘,从 边缘,基于来自主管的输入来标记聚类,并从集群估计设备表征参数。
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公开(公告)号:US20140278692A1
公开(公告)日:2014-09-18
申请号:US14353607
申请日:2011-12-23
申请人: Manish Marwah , Alan A. McReynolds , Amip J. Shah , Zhikui Wang , Chandrakant Patel , Daniel Juergen Gmach , Chris D. Hyser , Niru Kumari , Zhenhua Liu , Cullen E. Bash , Martin Arlitt , Sergey Blagodurov , Yuan Chen , Thomas W. Christian
发明人: Manish Marwah , Alan A. McReynolds , Amip J. Shah , Zhikui Wang , Chandrakant Patel , Daniel Juergen Gmach , Chris D. Hyser , Niru Kumari , Zhenhua Liu , Cullen E. Bash , Martin Arlitt , Sergey Blagodurov , Yuan Chen , Thomas W. Christian
IPC分类号: G06Q10/06
CPC分类号: G06Q10/06312
摘要: In a method for managing a facility that is to receive resources from a first resource supply, a supply of resources available from the first resource supply is predicted for a predetermined period of time. In addition, a demand for resources in the facility during the predetermined period of time is predicted. A capacity schedule for the facility is planned to meet a predefined operational goal, in which the plan of the capacity schedule uses as inputs, the predicted supply of resources available from the first resource supply and the predicted demand for resources in the facility during the predetermined period of time. Moreover, a determination as to whether the planned capacity schedule meets the predefined operational goal is made.
摘要翻译: 在用于管理从第一资源供应接收资源的设施的方法中,预定从第一资源供应可用的资源的供应达预定的时间段。 此外,预测在预定时段期间对设施中的资源的需求。 该设施的容量计划计划满足预定义的操作目标,其中容量计划的计划用作输入,可预测的从第一资源供应获得的资源的供应以及在预定期间对设施中的资源的预测需求 一段的时间。 此外,确定计划容量计划是否符合预定义的操作目标。
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