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    Systems and methods for generating an energy usage model for a building
    2.
    发明授权
    Systems and methods for generating an energy usage model for a building 有权
    用于生成建筑物能量使用模型的系统和方法

    公开(公告)号：US09575475B2

    公开(公告)日：2017-02-21

    申请号：US15016243

    申请日：2016-02-04

    Applicant: Johnson Controls Technology Company

    Inventor： Kirk H. Drees ,  James P. Kummer ,  Michael J. Wenzel

    IPC: G06F7/60 ,  G06F17/10 ,  G05B13/04 ,  G06Q10/06 ,  G06Q50/06 ,  G05F1/66 ,  G06F17/50 ,  H02J13/00 ,  H02J3/00

    CPC classification number: G05B13/048 ,  G05F1/66 ,  G06F17/5009 ,  G06Q10/06 ,  G06Q50/06 ,  H02J13/0013 ,  H02J2003/003 ,  H02J2003/007 ,  Y02B90/2607 ,  Y02E60/76 ,  Y04S10/54 ,  Y04S40/12 ,  Y04S40/22

    Abstract: A building management system (BMS) includes a baseline model generator configured to receive an initial set of predictor variables for potential use in an energy usage model for a building, generate a first set of coefficients for the baseline energy usage model based on the initial set of predictor variables, remove one of the predictor variables from the initial set of predictor variables to create a subset of the initial set of predictor variables, generate a second set of coefficients for the baseline energy usage model based on the subset of the initial set of predictor variables, calculate a test statistic for the removed variable using a difference between the first set of coefficients and the second set of coefficients, and automatically select the removed predictor variable for use in the baseline energy usage model in response the test statistic exceeding a critical value.

    Abstract translation: 建筑物管理系统（BMS）包括基准模型发生器，其被配置为接收用于建筑物的能量使用模型中的潜在用途的初始预测变量集合，基于初始设置生成用于基线能量使用模型的第一组系数 从预测变量的初始集合中去除预测变量中的一个，以创建初始预测变量集合的子集，基于初始集合的初始集合的子集生成用于基线能量使用模型的第二组系数 预测变量，使用第一组系数和第二组系数之间的差异来计算移除的变量的检验统计量，并且自动选择用于基线能量使用模型中的去除的预测变量，以响应超过临界值的检验统计量 值。

    Systems and methods for using rule-based fault detection in a building management system
    3.
    发明授权
    Systems and methods for using rule-based fault detection in a building management system 有权
    在建筑物管理系统中使用基于规则的故障检测的系统和方法

    公开(公告)号：US09568910B2

    公开(公告)日：2017-02-14

    申请号：US14320203

    申请日：2014-06-30

    Applicant: Johnson Controls Technology Company

    Inventor： Kirk H. Drees ,  Andrew J. Boettcher ,  James P. Kummer

    IPC: G01M1/38 ,  G05B15/00 ,  G05B19/18 ,  G05B15/02 ,  G05B23/00 ,  G06F11/00 ,  H02J13/00

    CPC classification number: G05B23/00 ,  G05B15/02 ,  G05B2219/2642 ,  H02J13/001 ,  H02J13/0062 ,  Y02B70/3216 ,  Y02B70/3241 ,  Y02B90/2638 ,  Y04S10/40 ,  Y04S20/221 ,  Y04S20/227 ,  Y04S40/124

    Abstract: A controller for a building management system includes a first data interface configured to receive data from the building management system and a processing circuit including a processor and a memory device storing a fault detection rule having an initial threshold value. The processing circuit is configured to detect a first fault in the building management system using the stored fault detection rule having the initial threshold value and to use the data from the building management system to determine whether an adjustment to the stored fault detection rule is needed. In response to a determination that an adjustment to the stored fault detection rule is needed, the processing circuit is configured to calculate a new threshold value for the stored fault detection rule and update the stored fault detection rule by replacing the initial threshold value with the new threshold value.

    Abstract translation: 一种用于建筑物管理系统的控制器，包括：第一数据接口，被配置为从楼宇管理系统接收数据;以及处理电路，包括处理器和存储具有初始阈值的故障检测规则的存储设备。 处理电路被配置为使用存储的具有初始阈值的故障检测规则来检测建筑物管理系统中的第一故障，并且使用来自建筑物管理系统的数据来确定是否需要对所存储的故障检测规则的调整。 响应于确定需要对存储的故障检测规则进行调整，处理电路被配置为计算存储的故障检测规则的新阈值，并通过用新的替换初始阈值来更新存储的故障检测规则 阈值。

    SYSTEMS AND METHODS FOR USING RULE-BASED FAULT DETECTION IN A BUILDING MANAGEMENT SYSTEM
    8.
    发明申请
    SYSTEMS AND METHODS FOR USING RULE-BASED FAULT DETECTION IN A BUILDING MANAGEMENT SYSTEM 有权
    在建筑管理系统中使用基于规则的故障检测的系统和方法

    公开(公告)号：US20140316743A1

    公开(公告)日：2014-10-23

    申请号：US14320203

    申请日：2014-06-30

    Applicant: Johnson Controls Technology Company

    Inventor： Kirk H. Drees ,  Andrew J. Boettcher ,  James P. Kummer

    IPC: G05B23/00

    CPC classification number: G05B23/00 ,  G05B15/02 ,  G05B2219/2642 ,  H02J13/001 ,  H02J13/0062 ,  Y02B70/3216 ,  Y02B70/3241 ,  Y02B90/2638 ,  Y04S10/40 ,  Y04S20/221 ,  Y04S20/227 ,  Y04S40/124

    Abstract: A controller for a building management system includes a first data interface configured to receive data from the building management system and a processing circuit including a processor and a memory device storing a fault detection rule having an initial threshold value. The processing circuit is configured to detect a first fault in the building management system using the stored fault detection rule having the initial threshold value and to use the data from the building management system to determine whether an adjustment to the stored fault detection rule is needed. In response to a determination that an adjustment to the stored fault detection rule is needed, the processing circuit is configured to calculate a new threshold value for the stored fault detection rule and update the stored fault detection rule by replacing the initial threshold value with the new threshold value.

    Abstract translation: 一种用于建筑物管理系统的控制器，包括：第一数据接口，被配置为从楼宇管理系统接收数据;以及处理电路，包括处理器和存储具有初始阈值的故障检测规则的存储设备。 处理电路被配置为使用存储的具有初始阈值的故障检测规则来检测建筑物管理系统中的第一故障，并且使用来自建筑物管理系统的数据来确定是否需要对所存储的故障检测规则的调整。 响应于确定需要对存储的故障检测规则进行调整，处理电路被配置为计算存储的故障检测规则的新阈值，并通过用新的替换初始阈值来更新存储的故障检测规则 阈值。

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