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    Determining optimal settings for resource actuators
    1.
    发明授权
    Determining optimal settings for resource actuators 有权
    确定资源执行器的最佳设置

    公开(公告)号：US08355828B2

    公开(公告)日：2013-01-15

    申请号：US12404019

    申请日：2009-03-13

    申请人： Niraj Tolia ,  Zhikui Wang ,  Manish Marwah ,  Cullen E. Bash ,  Parthasarathy Ranganathan ,  Xiaoyun Zhu

    发明人： Niraj Tolia ,  Zhikui Wang ,  Manish Marwah ,  Cullen E. Bash ,  Parthasarathy Ranganathan ,  Xiaoyun Zhu

    IPC分类号： G06F1/28

    CPC分类号： G06F1/28 ,  G06F1/3203

    摘要： A power model that relates the settings of resource actuators to power consumption levels of the resource actuators and a condition model that relates the settings of the resource actuators to an environmental condition at the location of the at least one entity and a power consumption level of the at least one entity are developed. A constraint optimization problem having an objective function and at least one constraint is formulated, where the objective function computes at least a proportional quantity of a total power consumption level of the resource actuators and the at least one constraint comprises a setpoint environmental condition at a location of the at least entity. A solution to the constraint optimization problem is determined, where the solution provides optimal values for the resource actuator settings.

    摘要翻译： 将资源执行器的设置与资源执行器的功率消耗水平相关联的功率模型以及将资源致动器的设置与至少一个实体的位置处的环境条件和 至少有一个实体被开发出来。 制定具有目标函数和至少一个约束的约束优化问题，其中目标函数计算资源致动器的总功耗水平的至少比例量，并且至少一个约束包括位置处的设定点环境条件 的至少实体。 确定约束优化问题的解决方案，其中解决方案为资源执行器设置提供最佳值。

    Determining Status Assignments That Optimize Entity Utilization And Resource Power Consumption
    2.
    发明申请
    Determining Status Assignments That Optimize Entity Utilization And Resource Power Consumption 审中-公开
    确定优化实体利用率和资源功耗的状态分配

    公开(公告)号：US20120005505A1

    公开(公告)日：2012-01-05

    申请号：US13256380

    申请日：2009-03-13

    申请人： Niraj Tolia ,  Zhikui Wang ,  Manish Marwah ,  Cullen E. Bash ,  Parthasarathy Ranganathan ,  Xiaoyun Zhu

    发明人： Niraj Tolia ,  Zhikui Wang ,  Manish Marwah ,  Cullen E. Bash ,  Parthasarathy Ranganathan ,  Xiaoyun Zhu

    IPC分类号： G06F1/32

    CPC分类号： G06F1/3203 ,  G06F1/206 ,  Y02D10/16

    摘要： In a method of determining status assignments for a plurality of entities that substantially optimizes a total power consumption of the plurality of entities and a plurality of resource actuators, at least one entity power model for the entities and at least one resource power model for the resource actuators are developed. In addition, a constraint optimization problem having an objective function and at least one constraint is formulated and the problem is solved by employing a search tool, the at least one entity power model, and the at least one resource power module on the objective function to identify status assignments for the entities that results in the optimized total power consumption.

    摘要翻译： 在确定实质上优化所述多个实体和多个资源执行器的总功耗的多个实体的状态分配的方法中，所述实体的至少一个实体功率模型和所述资源的至少一个资源功率模型 执行器被开发。 另外，制定具有目标函数和至少一个约束的约束优化问题，并且通过在目标函数上采用搜索工具，至少一个实体权力模型和至少一个资源功率模块来解决问题， 识别导致优化总功耗的实体的状态分配。

    DETERMINING OPTIMAL SETTINGS FOR RESOURCE ACTUATORS
    3.
    发明申请
    DETERMINING OPTIMAL SETTINGS FOR RESOURCE ACTUATORS 有权
    确定资源执行机构的最优设置

    公开(公告)号：US20100235011A1

    公开(公告)日：2010-09-16

    申请号：US12404019

    申请日：2009-03-13

    申请人： Niraj TOLIA ,  Zhikui Wang ,  Manish Marwah ,  Cullen E. Bash ,  Parthasarathy Ranganathan ,  Xiaoyun Zhu

    发明人： Niraj TOLIA ,  Zhikui Wang ,  Manish Marwah ,  Cullen E. Bash ,  Parthasarathy Ranganathan ,  Xiaoyun Zhu

    IPC分类号： G06F1/28 ,  G05B13/02 ,  G06F17/11

    CPC分类号： G06F1/28 ,  G06F1/3203

    摘要： A power model that relates the settings of resource actuators to power consumption levels of the resource actuators and a condition model that relates the settings of the resource actuators to an environmental condition at the location of the at least one entity and a power consumption level of the at least one entity are developed. A constraint optimization problem having an objective function and at least one constraint is formulated, where the objective function computes at least a proportional quantity of a total power consumption level of the resource actuators and the at least one constraint comprises a setpoint environmental condition at a location of the at least entity. A solution to the constraint optimization problem is determined, where the solution provides optimal values for the resource actuator settings.

    摘要翻译： 将资源执行器的设置与资源执行器的功率消耗水平相关联的功率模型以及将资源致动器的设置与至少一个实体的位置处的环境条件和 至少有一个实体被开发出来。 制定具有目标函数和至少一个约束的约束优化问题，其中目标函数计算资源致动器的总功耗水平的至少比例量，并且至少一个约束包括位置处的设定点环境条件 的至少实体。 确定约束优化问题的解决方案，其中解决方案为资源执行器设置提供最佳值。

    Supplying a resource to an entity from a resource actuator
    4.
    发明授权
    Supplying a resource to an entity from a resource actuator 有权
    从资源执行器向实体提供资源

    公开(公告)号：US08812166B2

    公开(公告)日：2014-08-19

    申请号：US12581990

    申请日：2009-10-20

    申请人： Zhikui Wang ,  Cullen E. Bash ,  Niraj Tolia ,  Manish Marwah ,  Parthasarathy Ranganathan ,  Shailesh N Joshi ,  Andrew James Phelan

    发明人： Zhikui Wang ,  Cullen E. Bash ,  Niraj Tolia ,  Manish Marwah ,  Parthasarathy Ranganathan ,  Shailesh N Joshi ,  Andrew James Phelan

    IPC分类号： G05B13/04 ,  G06F1/28 ,  G06F17/11 ,  G06F9/50

    CPC分类号： G06F9/5011 ,  G05B13/04 ,  G06F9/5094 ,  Y02D10/22

    摘要： In a method for supplying a resource to an entity from a resource actuator, a plurality of physics-based models pertaining to the resource actuator and the entity are developed, a condition detected at the entity is received, feedback control on a resource demand of the entity employed based upon the detected condition, feed forward control on the resource demand of the entity is employed based upon the detected condition and the plurality of physics-based models, a constraint optimization problem having an objective function and at least one constraint using the plurality of physics-based models is formulated, a solution to the constraint optimization problem is determined, in which the solution provides the actuator setting, and the resource actuator is set to the actuator setting to supply the entity with the resource from the resource actuator.

    摘要翻译： 在从资源执行器向实体提供资源的方法中，开发了与资源执行器和实体有关的多个基于物理的模型，接收到在实体处检测到的条件，对资源请求的反馈控制 基于检测到的条件采用的实体，基于检测到的条件和多个基于物理的模型，采用具有目标函数的约束优化问题和使用多个的基于物理的模型的至少一个约束，对实体的资源需求进行前馈控制 制定基于物理的模型，确定约束优化问题的解决方案，其中解决方案提供致动器设置，并且资源致动器被设置为致动器设置，以向资源提供来自资源执行器的资源。

    SUPPLYING A RESOURCE TO AN ENTITY FROM A RESOURCE ACTUATOR
    5.
    发明申请
    SUPPLYING A RESOURCE TO AN ENTITY FROM A RESOURCE ACTUATOR 有权
    从资源执行机构向实体提供资源

    公开(公告)号：US20110093128A1

    公开(公告)日：2011-04-21

    申请号：US12581990

    申请日：2009-10-20

    申请人： Zhikui Wang ,  Cullen E. Bash ,  Niraj Tolia ,  Manish Marwah ,  Parthasarathy Ranganathan ,  Shailesh N. Joshi ,  Andrew James Phelan

    发明人： Zhikui Wang ,  Cullen E. Bash ,  Niraj Tolia ,  Manish Marwah ,  Parthasarathy Ranganathan ,  Shailesh N. Joshi ,  Andrew James Phelan

    IPC分类号： G05B13/04 ,  G06F1/28 ,  G06F17/11

    CPC分类号： G06F9/5011 ,  G05B13/04 ,  G06F9/5094 ,  Y02D10/22

    摘要： In a method for supplying a resource to an entity from a resource actuator, a plurality of physics-based models pertaining to the resource actuator and the entity are developed, a condition detected at the entity is received, feedback control on a resource demand of the entity employed based upon the detected condition, feed forward control on the resource demand of the entity is employed based upon the detected condition and the plurality of physics-based models, a constraint optimization problem having an objective function and at least one constraint using the plurality of physics-based models is formulated, a solution to the constraint optimization problem is determined, in which the solution provides the actuator setting, and the resource actuator is set to the actuator setting to supply the entity with the resource from the resource actuator.

    摘要翻译： 在从资源执行器向实体提供资源的方法中，开发了与资源执行器和实体有关的多个基于物理的模型，接收到在实体处检测到的条件，对资源请求的反馈控制 基于检测到的条件采用的实体，基于检测到的条件和多个基于物理的模型，采用具有目标函数的约束优化问题和使用多个的基于物理的模型的至少一个约束，对实体的资源需求进行前馈控制 制定基于物理的模型，确定约束优化问题的解决方案，其中解决方案提供致动器设置，并且资源致动器被设置为致动器设置，以向资源提供来自资源执行器的资源。

    DISTRIBUTION OF COOLING RESOURCES USING HIERARCHICALLY IDENTIFIED COOLING MICROGRIDS
    7.
    发明申请
    DISTRIBUTION OF COOLING RESOURCES USING HIERARCHICALLY IDENTIFIED COOLING MICROGRIDS 有权
    使用分层鉴定冷却微生物分配冷却资源

    公开(公告)号：US20110270464A1

    公开(公告)日：2011-11-03

    申请号：US12770186

    申请日：2010-04-29

    申请人： Manish Marwah ,  Ratnesh Kumar Sharma ,  Amip J. Shah ,  Thomas W. Christian ,  Cullen E. Bash ,  Zhikui Wang ,  Chandrakant Patel

    发明人： Manish Marwah ,  Ratnesh Kumar Sharma ,  Amip J. Shah ,  Thomas W. Christian ,  Cullen E. Bash ,  Zhikui Wang ,  Chandrakant Patel

    IPC分类号： G05D23/19

    CPC分类号： G05D23/1932 ,  H05K7/20836

    摘要： In a method for distributing cooling resources to a plurality of locations using a plurality of hierarchically identified cooling microgrids, conditions detected at the plurality of locations are received. Each level of the hierarchically identified cooling microgrids is a plurality of resource actuators configured to vary distribution of the cooling resources. Settings for the plurality of resource actuators in each of the levels in the cooling microgrid hierarchy that substantially maintain conditions at the plurality of locations within predetermined ranges are determined using a processor, while substantially optimizing at least one measure of performance associated with supplying the cooling resources to the plurality of locations.

    摘要翻译： 在使用多个分层识别的冷却微型格栅将冷却资源分配到多个位置的方法中，接收在多个位置处检测到的条件。 分级识别的冷却微电网的每个级别是被配置为改变冷却资源分布的多个资源致动器。 使用处理器来确定在冷却微网格层级中的每个级别中的基本上维持在预定范围内的多个位置处的条件的多个资源致动器的设置，同时基本上优化与提供冷却资源相关联的性能的至少一个度量 到多个位置。

    Distribution of cooling resources using hierarchically identified cooling microgrids
    8.
    发明授权
    Distribution of cooling resources using hierarchically identified cooling microgrids 有权
    使用分层识别的冷却微电网分配冷却资源

    公开(公告)号：US08352085B2

    公开(公告)日：2013-01-08

    申请号：US12770186

    申请日：2010-04-29

    申请人： Manish Marwah ,  Ratnesh Kumar Sharma ,  Amip J. Shah ,  Thomas W. Christian ,  Cullen E. Bash ,  Zhikui Wang ,  Chandrakant Patel

    发明人： Manish Marwah ,  Ratnesh Kumar Sharma ,  Amip J. Shah ,  Thomas W. Christian ,  Cullen E. Bash ,  Zhikui Wang ,  Chandrakant Patel

    IPC分类号： G05D23/00

    CPC分类号： G05D23/1932 ,  H05K7/20836

    摘要： In a method for distributing cooling resources to a plurality of locations using a plurality of hierarchically identified cooling microgrids, conditions detected at the plurality of locations are received. Each level of the hierarchically identified cooling microgrids is a plurality of resource actuators configured to vary distribution of the cooling resources. Settings for the plurality of resource actuators in each of the levels in the cooling microgrid hierarchy that substantially maintain conditions at the plurality of locations within predetermined ranges are determined using a processor, while substantially optimizing at least one measure of performance associated with supplying the cooling resources to the plurality of locations.

    摘要翻译： 在使用多个分层识别的冷却微型格栅将冷却资源分配到多个位置的方法中，接收在多个位置处检测到的条件。 分级识别的冷却微电网的每个级别是被配置为改变冷却资源分布的多个资源致动器。 使用处理器来确定在冷却微网格层级中的每个级别中的基本上维持在预定范围内的多个位置处的条件的多个资源致动器的设置，同时基本上优化与提供冷却资源相关联的性能的至少一个度量 到多个位置。

    Estimating Business Service Responsiveness
    9.
    发明申请
    Estimating Business Service Responsiveness 审中-公开
    估计业务服务响应

    公开(公告)号：US20120221373A1

    公开(公告)日：2012-08-30

    申请号：US13036466

    申请日：2011-02-28

    申请人： Manish Marwah ,  Brian J. Watson ,  Daniel Juergen Gmach ,  Yuan Chen ,  Zhikui Wang ,  Cullen E. Bash ,  Jerome Rolia ,  Mustazirul Islam ,  SM Prakash Shiva

    发明人： Manish Marwah ,  Brian J. Watson ,  Daniel Juergen Gmach ,  Yuan Chen ,  Zhikui Wang ,  Cullen E. Bash ,  Jerome Rolia ,  Mustazirul Islam ,  SM Prakash Shiva

    IPC分类号： G06Q10/00

    CPC分类号： G06Q10/04 ,  G06Q10/067

    摘要： An embodiment includes gathering input data including observed utilizations of allocations and business service response times. The input data is partitioned into a plurality of data sets that include at least one training data set and at least one test data set. A model is generated that predicts responsiveness using the at least one training data set. The model is evaluated using the at least one test data set, and a business service response time distribution is predicted using the model. An embodiment may use a trace-based capacity planning methodology to estimate the impact of planning alternatives on business service responsiveness.

    摘要翻译： 一个实施例包括收集输入数据，包括观察到的分配利用率和业务服务响应时间。 输入数据被分割成包括至少一个训练数据集和至少一个测试数据集的多个数据集。 生成使用至少一个训练数据集来预测响应性的模型。 使用至少一个测试数据集评估该模型，并使用模型预测业务服务响应时间分布。 一个实施例可以使用基于跟踪的容量规划方法来估计替代方案对业务服务响应性的影响。