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91. 发明授权

US10523004B2 Energy control system employing automated validation, estimation, and editing rules 有权
公开(公告)号：US10523004B2
公开(公告)日：2019-12-31
申请号：US16184353
申请日：2018-11-08
申请人： ENEL X NORTH AMERICA, INC.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： G05B13/04 , H02J3/00 , G06Q10/06 , G06Q50/06 , G06Q10/00
摘要： An energy control system includes a facility model processor, a post VEE readings data stores, a VEE configuration engine, and a global model module. The facility model processor employs interval based energy consumption streams corresponding to a facility to develop and maintain weather-normalized baseline energy consumption data for the facility. The post VEE readings data stores tagged energy consumption data sets that are each associated with a corresponding one of said interval based energy consumption streams, each of said tagged energy consumption data sets comprising groups of contiguous interval values tagged as having been validated, wherein said groups correspond to correct data. The VEE configuration engine reads the post VEE readings data stores upon initiation of an event and, for the each of the tagged energy consumption data sets, creates anomalies having different durations using only the groups of contiguous interval values, and generates estimates for the anomalies by employing estimation techniques and, for each of the different durations, selects one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data for the corresponding one of the interval based energy consumption streams. The global model module receives the weather-normalized baseline energy consumption data and post VEE readings data, and develops an energy consumption model based on the weather-normalized baseline energy consumption data and the post VEE readings data, and controls overall energy consumption within the facility based on the energy consumption model by scheduling run times of one or more building elements.

92. 发明申请

US20190163222A1 ENERGY CONTROL SYSTEM EMPLOYING AUTOMATED VALIDATION, ESTIMATION, AND EDITING RULES 审中-公开
公开(公告)号：US20190163222A1
公开(公告)日：2019-05-30
申请号：US16248206
申请日：2019-01-15
申请人： Enel X North America, Inc.
发明人： ELIZABETH J. MAIN , WENDY CHEN
IPC分类号： G05F1/66 , G05B13/02
摘要： A control system that performs VEE on consumption streams, including: data stores that provides data sets, each of the data sets comprising groups of contiguous values that correspond to correct data; a rules processor that reads the data stores and, for the each of the data sets, that creates anomalies having different durations using only the groups of contiguous values, that generates estimates for the anomalies by employing estimation techniques for each of the different durations and, for the each of the different durations, that selects a corresponding one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data associated with the each of the different durations for the corresponding one of the consumption streams; a peak prediction element that estimates future cumulative energy consumption and that predicts a brown out time; and a peak controller that triggers exceptional measures to manage the cumulative energy consumption in order to preclude a brown out.

93. 发明申请

US20190146538A1 ENERGY MANAGEMENT BASED ON ESTIMATED RESOURCE UTILIZATION 审中-公开
公开(公告)号：US20190146538A1
公开(公告)日：2019-05-16
申请号：US16248129
申请日：2019-01-15
申请人： Enel X North America, Inc.
发明人： HUSAIN AL-MOHSSEN , ELIZABETH J. MAIN , ANGELA S. BASSA
IPC分类号： G05F1/66 , G05B13/04
CPC分类号： G05F1/66 , G05B13/04
摘要： An apparatus for controlling consumption of a resource by a facility includes devices, an occupancy determination system, and control nodes. The devices each consume a portion of the resource and perform a function. The occupancy determination system is disposed in a network operations center that is external to the facility and generates schedules which coordinate run times for the devices to control the consumption of the resource and adjusts the schedules based upon occupancy components and occupancy levels that are generated based on the consumption of the resource and outside temperature only. The control nodes are coupled to a corresponding one of the devices, and are coupled together via an energy management network that is operatively coupled to the NOC, The control nodes transmit sensor data and device status to the NOC for generation of the plurality of run time schedules, and where the control nodes execute selected ones of the run time schedules to cycle the devices on and off.

94. 发明申请

US20190113945A1 METHOD AND APPARATUS FOR DEMAND RESPONSE DISPATCH 审中-公开
公开(公告)号：US20190113945A1
公开(公告)日：2019-04-18
申请号：US16210217
申请日：2018-12-05
申请人： ENEL X NORTH AMERICA, INC.
发明人： ELIZABETH J. MAIN , WENDY CHEN
IPC分类号： G05F1/66 , G05B13/02
摘要： A method for demand response dispatch having validation, estimation, and editing (VEE) rules for performing VEE on interval-based energy consumption streams, includes providing tagged energy consumption data sets having groups of contiguous interval values that correspond to correct data; for the each of the tagged energy consumption data sets, creating anomalies having different durations using only the groups; generating estimates for the anomalies by employing estimation techniques; selecting a corresponding one of the estimation techniques for subsequent employment; receiving post VEE readings and forecasted outside temperatures and estimating future cumulative energy consumption of facilities, and predicting a reception time for a demand response program event when the cumulative energy consumption exceeds a specified threshold; and preparing actions to control each of the facilities to optimally shed energy specified in a dispatch order, and optimally shedding the energy upon reception of the dispatch order at the reception time.

95. 发明申请

US20190097423A1 METHOD AND APPARATUS FOR AUTOMATED BUILDING ENERGY CONTROL 审中-公开
公开(公告)号：US20190097423A1
公开(公告)日：2019-03-28
申请号：US16184420
申请日：2018-11-08
申请人： ENEL X NORTH AMERICA, INC.
发明人： ELIZABETH J. MAIN , WENDY CHEN
IPC分类号： H02J3/00 , G06Q10/06 , G06Q50/06
摘要： An energy control system includes training data stores, a facility model processor, a post VEE readings data stores, a VEE configuration engine, and a global model module. The facility model processor employs interval based energy consumption streams corresponding to a facility to develop and maintain weather-normalized baseline energy consumption data for the facility. The post VEE readings data stores tagged energy consumption data sets that are each associated with a corresponding one of said interval based energy consumption streams, each of said tagged energy consumption data sets comprising groups of contiguous interval values tagged as having been validated, wherein said groups correspond to correct data. The VEE configuration engine reads the post VEE readings data stores upon initiation of an event and, for the each of the tagged energy consumption data sets, creates anomalies having different durations using only the groups of contiguous interval values, and generates estimates for the anomalies by employing estimation techniques and, for each of the different durations, selects one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data for the corresponding one of the interval based energy consumption streams. The global model module receives the weather-normalized baseline energy consumption data and post VEE readings data, and develops an energy consumption model based on the weather-normalized baseline energy consumption data and the post VEE readings data, and controls overall energy consumption within the facility based on the energy consumption model by scheduling run times of one or more building elements.

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