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1. 发明申请

US20120066168A1 OCCUPANCY PATTERN DETECTION, ESTIMATION AND PREDICTION 有权
标题翻译： OCCUPANCY PATTERN检测，估计和预测
公开(公告)号：US20120066168A1
公开(公告)日：2012-03-15
申请号：US12881430
申请日：2010-09-14
申请人： Anthony Michael FADELL , Matthew Lee ROGERS , Kipp Avery ROGERS , Abraham K. ISHIHARA , Shahar BEN-MENAHEM , Rangoli SHARAN
发明人： Anthony Michael FADELL , Matthew Lee ROGERS , Kipp Avery ROGERS , Abraham K. ISHIHARA , Shahar BEN-MENAHEM , Rangoli SHARAN
IPC分类号： G06N5/02 , G01R21/00 , G01J1/00 , G01P15/00 , G01J3/00 , G01L11/00 , G01H5/00 , G06F19/00
CPC分类号： H04Q9/00 , G05B15/02 , G05B2219/2642 , G06N5/04 , G06N5/048 , G06N99/005 , H04L12/282 , H04L12/2823 , H04Q2209/40 , H04Q2209/60 , H05B37/0227 , Y02B20/48 , Y02B70/3241 , Y04S20/227
摘要： Systems and methods are described for predicting and/or detecting occupancy of an enclosure, such as a dwelling or other building, which can be used for a number of applications. An a priori stochastic model of occupancy patterns based on information of the enclosure and/or the expected occupants of the enclosure is used to pre-seed an occupancy prediction engine. Along with data from an occupancy sensor, the occupancy prediction engine predicts future occupancy of the enclosure. Various systems and methods for detecting occupancy of an enclosure, such as a dwelling, are also described.
摘要翻译：描述了用于预测和/或检测可用于多个应用的诸如住宅或其他建筑物的外壳的占用的系统和方法。使用基于壳体的信息和/或预期占用者的占用模式的先验随机模型来预占用占用预测引擎。占用率预测引擎与来自占用传感器的数据一起预测了机箱的未来占有率。还描述了用于检测诸如住宅的外壳的占用的各种系统和方法。

2. 发明申请

US20120065783A1 THERMODYNAMIC MODELING FOR ENCLOSURES 有权
标题翻译：热塑性热塑性建筑
公开(公告)号：US20120065783A1
公开(公告)日：2012-03-15
申请号：US12881463
申请日：2010-09-14
申请人： Anthony Michael FADELL , Matthew Lee ROGERS , Kipp Avery ROGERS , Abraham K. ISHIHARA , Shahar BEN-MENAHEM , Rangoli SHARAN
发明人： Anthony Michael FADELL , Matthew Lee ROGERS , Kipp Avery ROGERS , Abraham K. ISHIHARA , Shahar BEN-MENAHEM , Rangoli SHARAN
IPC分类号： G06G7/66 , G05D23/19
CPC分类号： F24F11/006 , F24F11/30 , F24F11/62 , F24F2110/10 , F24F2110/20 , F24F2130/00 , F24F2130/10 , G05B13/048 , G05D23/1917 , G06F17/5004 , G06F17/5009 , G06F2217/34
摘要： Systems and methods for modeling the behavior of an enclosure for use by a control system of an HVAC system are described. A model for the enclosure that describes the behavior of the enclosure for use by the control system is updated based on a weather forecast data. The weather forecast data can include predictions more than 24 hours in the future, and can include predictions such as temperature, humidity and/or dew point, solar output, precipitation. The model for the enclosure can also be updated based on additional information and data such as historical weather data such as temperature, humidity, wind, solar output and precipitation, occupancy data, such as predicted and/or detected occupancy data, calendar data, and data from the one or more weather condition sensors that sense current parameters such as temperature, humidity, wind, precipitation, and/or solar output. The model for the enclosure can be updated based also on an enclosure model stored in a database, and/or on enclosure information from a user. The model can be updated based on active testing of the enclosure which can be performed automatically or in response to user input. The testing can include heating and/or cooling the enclosure at times when the enclosure is not likely to be occupied.
摘要翻译：描述了用于对HVAC系统的控制系统使用的机箱的行为进行建模的系统和方法。基于天气预报数据更新了描述控制系统使用的机柜行为的机箱型号。天气预报数据可以包括将来超过24小时的预测，并且可以包括温度，湿度和/或露点，太阳能产出，降水等预测。还可以根据诸如温度，湿度，风，太阳能输出和降水之类的历史天气数据，诸如预测和/或检测到的占用数据，日历数据等占用数据的附加信息和数据来更新机柜的型号，以及来自一个或多个天气状况传感器的数据，其感测当前参数，例如温度，湿度，风，降水和/或太阳能输出。还可以根据存储在数据库中的机箱型号和/或来自用户的机箱信息来更新机箱型号。该模型可以基于可以自动执行或响应于用户输入的机箱的主动测试来更新。在外壳不太可能被占用的时候，测试可以包括加热和/或冷却外壳。

3. 发明授权

US08510255B2 Occupancy pattern detection, estimation and prediction 有权
标题翻译：占用模式检测，估计和预测
公开(公告)号：US08510255B2
公开(公告)日：2013-08-13
申请号：US12881430
申请日：2010-09-14
申请人： Anthony Michael Fadell , Matthew Lee Rogers , Kipp Avery Rogers , Abraham K. Ishihara , Shahar Ben-Menahem , Rangoli Sharan
发明人： Anthony Michael Fadell , Matthew Lee Rogers , Kipp Avery Rogers , Abraham K. Ishihara , Shahar Ben-Menahem , Rangoli Sharan
IPC分类号： G06F9/44 , G06N7/02 , G06N7/04
CPC分类号： H04Q9/00 , G05B15/02 , G05B2219/2642 , G06N5/04 , G06N5/048 , G06N99/005 , H04L12/282 , H04L12/2823 , H04Q2209/40 , H04Q2209/60 , H05B37/0227 , Y02B20/48 , Y02B70/3241 , Y04S20/227
摘要： Systems and methods are described for predicting and/or detecting occupancy of an enclosure, such as a dwelling or other building, which can be used for a number of applications. An a priori stochastic model of occupancy patterns based on information of the enclosure and/or the expected occupants of the enclosure is used to pre-seed an occupancy prediction engine. Along with data from an occupancy sensor, the occupancy prediction engine predicts future occupancy of the enclosure. Various systems and methods for detecting occupancy of an enclosure, such as a dwelling, are also described.
摘要翻译：描述了用于预测和/或检测可用于多个应用的外壳（例如住宅或其他建筑物）的占用的系统和方法。使用基于壳体的信息和/或预期占用者的占用模式的先验随机模型来预占用占用预测引擎。占用率预测引擎与来自占用传感器的数据一起预测了机箱的未来占有率。还描述了用于检测诸如住宅的外壳的占用的各种系统和方法。

4. 发明授权

US08606374B2 Thermodynamic modeling for enclosures 有权
标题翻译：外壳热力学建模
公开(公告)号：US08606374B2
公开(公告)日：2013-12-10
申请号：US12881463
申请日：2010-09-14
申请人： Anthony Michael Fadell , Matthew Lee Rogers , Kipp Avery Rogers , Abraham K. Ishihara , Shahar Ben-Menahem , Rangoli Sharan
发明人： Anthony Michael Fadell , Matthew Lee Rogers , Kipp Avery Rogers , Abraham K. Ishihara , Shahar Ben-Menahem , Rangoli Sharan
IPC分类号： G05B11/01
CPC分类号： F24F11/006 , F24F11/30 , F24F11/62 , F24F2110/10 , F24F2110/20 , F24F2130/00 , F24F2130/10 , G05B13/048 , G05D23/1917 , G06F17/5004 , G06F17/5009 , G06F2217/34
摘要： Systems and methods for modeling the behavior of an enclosure for use by a control system of an HVAC system are described. A model for the enclosure that describes the behavior of the enclosure for use by the control system is updated based on a weather forecast data. The weather forecast data can include predictions more than 24 hours in the future, and can include predictions such as temperature, humidity and/or dew point, solar output, precipitation. The model for the enclosure can also be updated based on additional information and data such as historical weather data such as temperature, humidity, wind, solar output and precipitation, occupancy data, such as predicted and/or detected occupancy data, calendar data, and data from the one or more weather condition sensors that sense current parameters such as temperature, humidity, wind, precipitation, and/or solar output. The model for the enclosure can be updated based also on an enclosure model stored in a database, and/or on enclosure information from a user. The model can be updated based on active testing of the enclosure which can be performed automatically or in response to user input. The testing can include heating and/or cooling the enclosure at times when the enclosure is not likely to be occupied.
摘要翻译：描述了用于对HVAC系统的控制系统使用的机箱的行为进行建模的系统和方法。基于天气预报数据更新了描述控制系统使用的机柜行为的机箱型号。天气预报数据可以包括将来超过24小时的预测，并且可以包括温度，湿度和/或露点，太阳能产出，降水等预测。还可以根据诸如温度，湿度，风，太阳能输出和降水之类的历史天气数据，诸如预测和/或检测到的占用数据，日历数据等占用数据的附加信息和数据来更新机柜的型号，以及来自一个或多个天气状况传感器的数据，其感测当前参数，例如温度，湿度，风，降水和/或太阳能输出。还可以根据存储在数据库中的机箱型号和/或来自用户的机箱信息来更新机箱型号。该模型可以基于可以自动执行或响应于用户输入的机箱的主动测试来更新。在外壳不太可能被占用的时候，测试可以包括加热和/或冷却外壳。

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