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    • 53. 发明公开
    • Virtual sub-metering using combined classifiers
    • VirtuelleUnterzählungunter Verwendung kombinierter Klassifikatoren
    • EP2528033A1
    • 2012-11-28
    • EP12167522.7
    • 2012-05-10
    • Honeywell International Inc.
    • Fisera, RadekMacek, KarelRojicek, Jiri
    • G06Q50/06G01R19/25H02J13/00G01D1/00
    • G06Q50/06G01D4/002G01R19/2513H02J13/0062Y02B90/241Y02B90/248Y02B90/2638Y04S20/32Y04S20/38Y04S20/52Y04S40/124
    • A virtual sub-metering process using combined classifiers includes generating an electric power consumption signature database by receiving data from an electric power consumption measuring meter and auxiliary data from a building management system, and clustering the data. After the generation of the electric power consumption signature database, additional data from the electric power consumption measuring meter and the auxiliary data from the building management system is received, and this additional data is processed to generate a second steady-state load classification component. A second transient state component is extracted from the additional data. The steady-state load classification components and the transient shape components from the electric power consumption signature database, the second steady state load classification component, the second transient shape component, and control signals and status signals associated with the plurality of electric power consuming devices are correlated and combined.
    • 使用组合分类器的虚拟子计量过程包括通过从电力消耗测量仪表接收数据和来自楼宇管理系统的辅助数据来生成电力消耗签名数据库,并且对数据进行聚类。 在生成电力消耗签名数据库之后,接收来自电力消耗测量计的附加数据和来自楼宇管理系统的辅助数据,并且处理该附加数据以产生第二稳态负载分类组件。 从附加数据中提取第二暂态状态分量。 来自电力消耗特征数据库的稳态负载分类分量和瞬态形状分量,第二稳态负载分类分量,第二瞬态形状分量以及与多个电力消耗装置相关联的控制信号和状态信号是 相关和组合。