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1. 发明授权

US11054795B2 Apparatus and method for electrical usage translation 有权
公开(公告)号：US11054795B2
公开(公告)日：2021-07-06
申请号：US16406901
申请日：2019-05-08
申请人： Enel X North America, Inc.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： G05B15/02 , G06Q10/04 , H02J3/00 , G06Q50/06
摘要： A method for performing validation, estimation, and editing (VEE), including: displaying real-time electrical usage for a building on a controllable video display; executing VEE rules on each of the streams to generate and store a corresponding post VEE readings, the post VEE readings comprising tagged energy consumption data sets each associated with a corresponding one of the streams, each of the data sets comprising groups of contiguous interval values tagged as having been validated and corresponding to correct data; for the each of the data sets, creating anomalies having different durations using only the groups of contiguous interval values; generating estimates for the anomalies by employing estimation techniques; for each of the durations, selecting one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data for the corresponding one of the streams; and executing functions on the streams translated by the generating and directing the controllable video display to display a weather normalized usage baseline recommendation for action regarding current energy usage.

2. 发明授权

US10969754B2 Comfort control system employing automated validation, estimation and editing rules 有权
公开(公告)号：US10969754B2
公开(公告)日：2021-04-06
申请号：US16406873
申请日：2019-05-08
申请人： Enel X North America, Inc.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： G06Q50/06 , G05B15/02 , G06Q10/04 , H02J3/00
摘要： A method for performing validation, estimation, and editing (VEE), including: employing HVAC subsystems to adjust comfort in a building; performing VEE on energy consumption streams; executing VEE rules on each of the streams to generate and store a corresponding post VEE readings, the post VEE readings comprising tagged energy consumption data sets each associated with a corresponding one of the streams, each of the data sets comprising groups of contiguous interval values tagged corresponding to correct data; for the each of the data sets, creating anomalies having different durations using only the first groups of contiguous interval values; generating estimates for the anomalies by employing estimation techniques; for each of the durations, selecting one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data for the corresponding one of the streams; and executing functions on the streams translated by the generating and directing one or more of the HVAC subsystems to change state, where the comfort is adjusted in accordance with building energy consumption.

3. 发明授权

US10886735B2 Processing system for automated validation, estimation, and editing 有权
公开(公告)号：US10886735B2
公开(公告)日：2021-01-05
申请号：US16735316
申请日：2020-01-06
申请人： ENEL X NORTH AMERICA, INC.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： H02J3/00 , G06Q10/04 , G06Q50/06
摘要： An apparatus is provided for performing validation, estimation, and editing (VEE) on interval based energy consumption streams. The apparatus includes a VEE processor and a VEE configuration engine. The VEE processor executes VEE rules on each of the interval based energy consumption streams within a specified time period to generate and store corresponding post VEE readings that are stored in a post VEE readings data stores. The post VEE readings include tagged energy consumption data sets that are each associated with a corresponding one of the interval based energy consumption streams. Each of the tagged energy consumption data sets has groups of contiguous interval values tagged as having been validated. The VEE configuration engine reads the post VEE readings upon initiation of an event and, for the each of the tagged energy consumption data sets, creates anomalies having a plurality of 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 p interval based energy consumption streams.

4. 发明授权

US10700520B2 Method and apparatus for automated building energy control 有权
公开(公告)号：US10700520B2
公开(公告)日：2020-06-30
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： G05B13/04 , H02J3/00 , G06Q10/06 , G06Q50/06 , G06Q10/00
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.

5. 发明申请

US20200153243A1 AUTOMATED PROCESSOR FOR VALIDATION, ESTIMATION, AND EDITING 审中-公开
公开(公告)号：US20200153243A1
公开(公告)日：2020-05-14
申请号：US16735269
申请日：2020-01-06
申请人： ENEL X NORTH AMERICA, INC.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： H02J3/00 , G06Q50/06 , G06Q10/04
摘要： An apparatus is provided for performing validation, estimation, and editing (VEE) on interval based energy consumption streams. The apparatus includes a VEE processor and a VEE configuration engine. The VEE processor executes VEE rules on each of the interval based energy consumption streams within a specified time period to generate and store corresponding post VEE readings that are stored in a post VEE readings data stores. The post VEE readings include tagged energy consumption data sets that are each associated with a corresponding one of the interval based energy consumption streams. Each of the tagged energy consumption data sets has groups of contiguous interval values tagged as having been validated. The VEE configuration engine reads the post VEE readings upon initiation of an event and, for the each of the tagged energy consumption data sets, creates anomalies having a plurality of 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 p interval based energy consumption streams.

6. 发明申请

US20190252879A1 BUILDING ELECTRICAL USAGE TRANSLATION SYSTEM 审中-公开
公开(公告)号：US20190252879A1
公开(公告)日：2019-08-15
申请号：US16392998
申请日：2019-04-24
申请人： Enel X North America, Inc.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： H02J3/00 , G06Q10/04 , G06Q50/06
CPC分类号： H02J3/00 , G06Q10/04 , G06Q50/06 , H02J2003/003 , H02J2003/007 , Y02E60/76 , Y04S40/22
摘要： A method for performing validation, estimation, and editing (VEE), including: displaying real-time electrical usage for a building on a controllable video display; executing VEE rules on each of the streams to generate and store a corresponding post VEE readings, the post VEE readings comprising tagged energy consumption data sets each associated with a corresponding one of the streams, each of the data sets comprising first groups of contiguous interval values tagged as having been validated and second groups of contiguous interval values tagged as having been edited, the first groups of contiguous interval values corresponding to correct data; for the each of the data sets, creating anomalies having different durations using only the first groups of contiguous interval values; generating estimates for the anomalies by employing estimation techniques; for each of the durations, selecting one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data for the corresponding one of the streams; and executing functions on the streams translated by the generating and directing directing the controllable video display to display a weather normalized usage baseline recommendation for action regarding current energy usage.

7. 发明授权

US11036190B2 Automated validation, estimation, and editing configuration system 有权
公开(公告)号：US11036190B2
公开(公告)日：2021-06-15
申请号：US16573281
申请日：2019-09-17
申请人： ENEL X NORTH AMERICA, INC.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： G05B13/02 , G06Q50/06 , G05B23/02 , H02J3/00
摘要： An apparatus for configuring validation, estimation, and editing (VEE) rules for performing VEE on interval-based energy consumption streams includes a data stores, a rules processor, and a process control element. The stores provides tagged data sets each associated with a corresponding one of the streams, each of the sets comprising groups of contiguous interval values tagged as having been validated. The rules processor reads the stores upon initiation of an event and, for the each of the sets, creates anomalies having different durations using only the groups of values, the groups of values corresponding to correct data, and generates estimates for the anomalies by employing estimation techniques for each of the durations and, for the each of the durations, selects a corresponding one of the techniques for subsequent employment when performing VEE of subsequent energy consumption data associated with the each of the durations for the corresponding one of the streams. The control element executes functions on the streams translated by the rules processor, and directs one or more system elements to change state.

8. 发明授权

US10951028B2 Comfort management system employing automated validation, estimation, and editing rules 有权
公开(公告)号：US10951028B2
公开(公告)日：2021-03-16
申请号：US16392975
申请日：2019-04-24
申请人： Enel X North America, Inc.
发明人： Elizabeth J. Main , Wendy Chen
IPC分类号： G05B15/02 , H02J3/00 , G06Q10/04 , G06Q50/06
摘要： A method for performing validation, estimation, and editing (VEE), including: employing HVAC subsystems to adjust comfort in a building; performing VEE on energy consumption streams; executing VEE rules on each of the streams to generate and store a corresponding post VEE readings, the post VEE readings comprising tagged energy consumption data sets each associated with a corresponding one of the streams, each of the data sets comprising first groups of contiguous interval values tagged as having been validated and second groups of contiguous interval values tagged as having been edited, the first groups of contiguous interval values corresponding to correct data; for the each of the data sets, creating anomalies having different durations using only the first groups of contiguous interval values; generating estimates for the anomalies by employing estimation techniques; for each of the durations, selecting one of the estimation techniques for subsequent employment when performing VEE of subsequent energy consumption data for the corresponding one of the streams; and executing functions on the streams translated by the generating and directing one or more of the HVAC subsystems to change state, where the comfort is adjusted in accordance with building energy consumption.

9. 发明授权

US10895886B2 Peak energy control system including automated validation, estimation, and editing rules configuration engine 有权
公开(公告)号：US10895886B2
公开(公告)日：2021-01-19
申请号：US16248230
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 , H02J3/14 , G05B13/02 , H02J3/00
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.

10. 发明授权

US10890934B2 Energy control system employing automated validation, estimation, and editing rules 有权
公开(公告)号：US10890934B2
公开(公告)日：2021-01-12
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 , H02J3/14 , G05B13/02 , H02J3/00
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.

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