公开(公告)号：US20150142347A1

公开(公告)日：2015-05-21

申请号：US14543805

申请日：2014-11-17

申请人： Rahul Mohan ,  Hsien-Teng Cheng ,  Abhay Gupta ,  Ye He ,  Vivek Garud

发明人： Rahul Mohan ,  Hsien-Teng Cheng ,  Abhay Gupta ,  Ye He ,  Vivek Garud

IPC分类号： G01R21/133 ,  G01W1/10

CPC分类号： G01R21/133 ,  G01W1/10 ,  H02S50/00

摘要： Systems and methods of the present invention are directed to disaggregating the contribution of solar panels from a whole house energy profile. Methods of disaggregating energy produced by solar panels from low frequency whole-house energy consumption data for a specific house, may include steps of: predicting solar energy generation for the specific house by estimating a solar capacity of the solar panels, predicting solar intensity associated with the specific house, and multiplying estimated solar capacity with predicted solar intensity; and subtracting the predicted solar energy generation from the low frequency whole house energy consumption data, thereby disaggregating the contribution of energy produced by the solar panels. Computerized systems of the same may apply machine learning models such as radial basis function, support vector, or neural network machines.

摘要翻译： 本发明的系统和方法旨在分解太阳能电池板与整个房屋能量分布的贡献。 将太阳能电池板产生的能量分解为特定房屋的低频全屋能耗数据的方法可能包括以下步骤：通过估算太阳能电池板的太阳能容量来预测太阳能发电，预测太阳能发电量与 特定的房屋，并估计太阳能容量与预测的太阳能强度相乘; 并从低频整体能量消耗数据中减去预测的太阳能产生，从而分解由太阳能电池板产生的能量的贡献。 相同的计算机系统可以应用机器学习模型，例如径向基函数，支持向量或神经网络机器。

公开(公告)号：US20150142695A1

公开(公告)日：2015-05-21

申请号：US14543824

申请日：2014-11-17

申请人： Ye He ,  Abhay Gupta ,  Hsien-Teng Cheng ,  Vivek Garud

发明人： Ye He ,  Abhay Gupta ,  Hsien-Teng Cheng ,  Vivek Garud

IPC分类号： G06Q10/06 ,  G06Q50/06 ,  G06N99/00

CPC分类号： G06Q10/067 ,  G06N20/00 ,  G06Q50/06

摘要： The present invention is directed to systems and methods for performing energy disaggregation of a whole-house energy usage waveform, based at least in part on the whole-house energy usage profile, training data, and predetermined generic models, including: a module for pairing impulses identified in the whole-house energy usage waveform to indicate an appliance cycle, pairing impulses with at least one up transition with at least one down transition; a module for bundling impulses that are representative of an appliance cycle; a classification module, which upon determination of a type of appliance associated with bundles, is configured to classify the bundles of transitions in accordance with bundles exhibited by similar appliances with similar characteristics; and utilizing such pairing module and module for bundling to perform energy disaggregation. Moreover, the present invention sets forth graphical user interfaces for the presentation of such data and the receipt of user-supplied validation and information

摘要翻译： 本发明涉及用于至少部分地基于全屋能量使用简档，训练数据和预定的通用模型来执行全屋能量使用波形的能量分解的系统和方法，包括：用于配对的模块 在整个家庭能量使用波形中识别的脉冲以指示家电周期，将脉冲与至少一个向上转换与至少一个向下转换配对; 用于捆绑代表设备周期的脉冲的模块; 分类模块，其在确定与束相关联的设备的类型时，被配置为根据具有相似特征的类似设备展示的束对所述过渡束进行分类; 并利用这种配对模块和模块进行捆绑以执行能量分解。 此外，本发明提出了用于呈现这种数据的图形用户界面以及用户提供的验证和信息的接收

公开(公告)号：US20190154741A1

公开(公告)日：2019-05-23

申请号：US16259748

申请日：2019-01-28

申请人： Rohit Aggarwal ,  Abhay Gupta ,  Vivek Garud

发明人： Rohit Aggarwal ,  Abhay Gupta ,  Vivek Garud

IPC分类号： G01R21/133 ,  B60L53/66

摘要： The present invention is directed to systems and methods of disaggregating and detecting energy usage associated with electric vehicle charging from a whole-house consumption signal. In general, methods of the present invention may include: a method of electronically detecting and disaggregating a consumption signal associated with the charging of an electric vehicle from a whole-house profile, comprising: identifying by an electronic processor potential interval candidates of electric vehicle charging; determining by the electronic processor intervals associated with the charging of an electric vehicle, based at least in part on evaluating each potential interval candidate against factors including amplitude, duration, and time-of-day; and accounting by the electronic processor for feedback of any incorrectly detected signals.

公开(公告)号：US11435772B2

公开(公告)日：2022-09-06

申请号：US14845189

申请日：2015-09-03

申请人： Abhay Gupta ,  Vivek Garud

发明人： Abhay Gupta ,  Vivek Garud

IPC分类号： G05F1/66 ,  G05B13/02 ,  G05B15/02 ,  G06Q50/06

摘要： The present invention is generally directed to systems and methods for optimizing energy usage in a household. For example, methods for optimizing energy usage in a household may include steps of: receiving, using an energy optimization device, entire energy profile data associated with the household; obtaining, using the energy optimization device, time of use (TOU) energy pricing structure; processing, the entire energy profile data to generate disaggregated appliance level data related to one or more appliances used in the household; retrieving historical patterns of energy usage of the household during both peak and non-peak time periods; applying a behavior shift analysis on the disaggregated data based at least in part on the TOU energy pricing structure, disaggregated data, and historical patterns of the energy usage; and predicting potential energy savings based at least in part on the behavior shift analysis.

公开(公告)号：US09612286B2

公开(公告)日：2017-04-04

申请号：US13366850

申请日：2012-02-06

申请人： Abhay Gupta ,  Vivek Garud ,  Uri Rodney ,  Subodh Bapat

发明人： Abhay Gupta ,  Vivek Garud ,  Uri Rodney ,  Subodh Bapat

IPC分类号： G01R31/34 ,  G06F15/00 ,  G06Q30/02 ,  G01D4/00

CPC分类号： G01R31/34 ,  G01D4/004 ,  G06F15/00 ,  G06Q30/0254 ,  Y02B70/3266 ,  Y02B90/242 ,  Y04S20/242 ,  Y04S20/322 ,  Y04S20/38

摘要： The present invention generally teaches systems and methods for creating appliance signatures based upon whole house composite load profiles. Methods may includes steps such as identifying primitive elements including transients and absolute steady state levels; clustering the primitive elements along multiple dimensions to form impulses; combining impulses to form simple bundles; combining simple bundles with each other or impulses to form complex bundles; and determining specific appliance signatures that substantially match the complex bundles. Methods may also include steps such as determining transitions within the whole house composite load profile; determining household specific appliance state machines for each appliance in the household; and disaggregating the whole house composite load profile into individual appliance energy loads by assigning the determined transitions to the determined household specific appliance state machines.

公开(公告)号：US20160070285A1

公开(公告)日：2016-03-10

申请号：US14844906

申请日：2015-09-03

申请人： Abhay Gupta ,  Vivek Garud ,  Kobi Eisenberg

发明人： Abhay Gupta ,  Vivek Garud ,  Kobi Eisenberg

IPC分类号： G05F1/66 ,  G05B15/02

CPC分类号： G05F1/66 ,  G05B15/02 ,  G05B2219/2639 ,  G05B2219/2642 ,  G06Q50/06

摘要： The present invention is generally directed to systems and methods for managing energy usage in a household. Exemplary methods may include receiving, using an energy management device, entire energy profile data associated with the household generated in a first time period; disaggregating, using the energy management device, the entire energy profile data to determine energy usage associated with one or more appliances used in the household; retrieving, using the energy management device, energy usage of the household generated in a second time period; detecting, using the energy management device, one or more deviations in the disaggregated energy data generated in the first time period based on the energy data of the household generated in the second time period; and identifying, using the energy management device, one or more causes of the one or more deviations.

摘要翻译： 本发明一般涉及用于管理家庭中的能量使用的系统和方法。 示例性方法可以包括：使用能量管理装置接收在第一时间段内产生的与家庭相关联的整个能量简档数据; 使用能量管理装置分解整个能量曲线数据以确定与家用中使用的一种或多种装置相关联的能量使用; 使用能量管理装置检索在第二时间段内产生的家庭的能量使用; 基于在第二时间段内生成的家庭的能量数据，检测使用能量管理装置在第一时间段中生成的分解能量数据中的一个或多个偏差; 以及使用所述能量管理装置识别所述一个或多个偏差的一个或多个原因。

公开(公告)号：US20160072677A1

公开(公告)日：2016-03-10

申请号：US14845198

申请日：2015-09-03

申请人： Abhay Gupta ,  Vivek Garud

发明人： Abhay Gupta ,  Vivek Garud

IPC分类号： H04L12/24 ,  G06Q30/02 ,  G06Q50/06 ,  H04L29/08 ,  H04L12/28

CPC分类号： G06Q30/0283 ,  G06Q50/06 ,  H04L12/2809 ,  H04L12/2825 ,  Y02B70/325 ,  Y04S20/228 ,  Y04S50/14

摘要： The present invention is generally directed to systems and methods for pairing energy monitoring devices with energy metering devices. Some embodiments disclose a method of pairing of an energy monitoring device with an energy metering device with limited user action, the method transacted using an pairing device in communication with the monitoring device and the metering device, the method including: detecting, using the pairing device, the monitoring device and at first identifier associated therewith; retrieving a second identifier associated with the monitoring device, based at least in part on the first identifier; identifying by the pairing device, the metering device and a metering device identifier associated therewith; providing by the pairing device, the first identifier and the second identifier to the metering device; and pairing the detected monitoring device with the identified metering device.

摘要翻译： 本发明一般涉及用于将能量监测装置与能量计量装置配对的系统和方法。 一些实施例公开了一种能量监测装置与具有有限用户动作的能量计量装置配对的方法，所述方法使用与所述监测装置和所述计量装置通信的配对装置进行交易，所述方法包括：使用所述配对装置 ，所述监控设备和与其相关联的第一标识符; 至少部分地基于所述第一标识符来检索与所述监视设备相关联的第二标识符; 由配对装置识别，计量装置和与其相关联的计量装置标识符; 由所述配对装置向所述计量装置提供所述第一标识符和所述第二标识符; 以及将检测到的监视设备与所识别的计量设备进行配对。

公开(公告)号：US20160070286A1

公开(公告)日：2016-03-10

申请号：US14845189

申请日：2015-09-03

申请人： Abhay Gupta ,  Vivek Garud

发明人： Abhay Gupta ,  Vivek Garud

IPC分类号： G05F1/66 ,  G05B13/02

CPC分类号： G05F1/66 ,  G05B13/026 ,  G05B15/02 ,  G05B2219/2639 ,  G05B2219/2642 ,  G06Q50/06

摘要： The present invention is generally directed to systems and methods for optimizing energy usage in a household. For example, methods for optimizing energy usage in a household may include steps of: receiving, using an energy optimization device, entire energy profile data associated with the household; obtaining, using the energy optimization device, time of use (TOU) energy pricing structure; processing, the entire energy profile data to generate disaggregated appliance level data related to one or more appliances used in the household; retrieving historical patterns of energy usage of the household during both peak and non-peak time periods; applying a behavior shift analysis on the disaggregated data based at least in part on the TOU energy pricing structure, disaggregated data, and historical patterns of the energy usage; and predicting potential energy savings based at least in part on the behavior shift analysis.

摘要翻译： 本发明一般涉及用于优化家庭中的能量使用的系统和方法。 例如，用于优化家庭中的能量使用的方法可以包括以下步骤：接收使用能量优化装置与家庭相关联的整个能量简档数据; 获得，使用能量优化装置，使用时间（TOU）能源定价结构; 处理，整个能量分布数据，以产生与家用中使用的一种或多种设备相关的分类设备级别数据; 在高峰期和非高峰期期间检索家庭的能源使用历史模式; 至少部分地基于TOU能量定价结构，分解数据和能量使用的历史模式对分解数据应用行为偏移分析; 并且至少部分地基于行为偏移分析来预测潜在的能量节约。