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    • 61. 发明授权
    • Knowledge-based models for data centers
    • 基于知识的数据中心模型
    • US08244502B2
    • 2012-08-14
    • US12540213
    • 2009-08-12
    • Hendrik F. HamannRaymond LloydWanli Min
    • Hendrik F. HamannRaymond LloydWanli Min
    • G06F17/50
    • G06F1/206H05K7/20836
    • Techniques for data center analysis are provided. In one aspect, a method for modeling thermal distributions in a data center is provided. The method includes the following steps. Vertical temperature distribution data is obtained for a plurality of locations throughout the data center. The vertical temperature distribution data for each of the locations is plotted as an s-curve, wherein the vertical temperature distribution data reflects physical conditions at each of the locations which is reflected in a shape of the s-curve. Each of the s-curves is represented with a set of parameters that characterize the shape of the s-curve, wherein the s-curve representations make up a knowledge base model of predefined s-curve types from which thermal distributions and associated physical conditions at the plurality of locations throughout the data center can be analyzed.
    • 提供数据中心分析技术。 在一方面,提供了一种用于对数据中心中的热分布建模的方法。 该方法包括以下步骤。 在整个数据中心的多个位置获得垂直的温度分布数据。 每个位置的垂直温度分布数据被绘制为s曲线,其中垂直温度分布数据反映了以s曲线的形状反映的每个位置处的物理条件。 每个s曲线用表征s曲线形状的一组参数表示,其中s曲线表示构成了预定义的s曲线类型的知识库模型,其中热分布和相关联的物理条件 可以分析整个数据中心的多个位置。
    • 65. 发明申请
    • Techniques to Predict Three-Dimensional Thermal Distributions in Real-Time
    • 实时预测三维热分布的技术
    • US20090326884A1
    • 2009-12-31
    • US12146952
    • 2008-06-26
    • Yasuo AmemiyaHendrik F. HamannWalter HirtYing HungJing Shen
    • Yasuo AmemiyaHendrik F. HamannWalter HirtYing HungJing Shen
    • G06G7/48G06F7/60
    • G06F1/206G06F17/5009H05K7/20836Y02D10/16
    • Techniques for monitoring and predicting environmental operating conditions in a data center are provided. In one aspect, a method for real-time, three-dimensional analysis of environmental operating conditions in a data center includes the following steps. High spatial resolution three-dimensional measurements of one or more environmental variables in the data center made at a time t1 are obtained. Real-time measurements of the environmental variables in the data center made at a time t2, wherein t2 is later in time than t1, are obtained. The high spatial resolution three-dimensional measurements are combined with the real-time measurements to derive a model for the environmental variables in the data center at the time t2. The model is used to predict three-dimensional distributions of the environmental variables in the data center at the time t2. A base model can be created and used to derive the model for the data center at the time t2.
    • 提供了一种用于监测和预测数据中心环境操作条件的技术。 一方面,用于对数据中心中的环境操作条件进行实时,三维分析的方法包括以下步骤。 获得了在时间t1进行的数据中心中的一个或多个环境变量的高空间分辨率三维测量。 在t2时刻对数据中心的环境变量进行实时测量,其中t2时间晚于t1。 将高空间分辨率三维测量与实时测量结合,以在时间t2导出数据中心中的环境变量的模型。 该模型用于预测时间t2的数据中心环境变量的三维分布。 可以创建基本模型并用于在时间t2导出数据中心的模型。