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公开(公告)号：US11300619B2
公开(公告)日：2022-04-12
申请号：US15793347
申请日：2017-10-25
发明人： Stephen J. Brown
IPC分类号： G01R31/36 , G06F17/18 , G01L5/13 , B60W30/095 , G05D1/02 , G08G1/01 , G05B23/02 , G06N5/04 , G05B13/04 , G06N20/00 , G06Q10/04 , B60W50/00 , G01C21/34 , G01R31/367 , G01L17/00 , G01L3/26
摘要： A method for predicting energy consumption of a vehicle using a statistical model. The method includes (i) predicting a set of future input vectors for the vehicle at defined time intervals corresponding to a plurality of future points in time based on a subset of a plurality of reference input vectors previously generated at the defined time intervals at a plurality of previous points in time, (ii) predicting a change in the energy level of the vehicle at the future points in time using a processor and the statistical model, and (iii) providing results corresponding to the predicted change in the energy level to an output unit of the vehicle. The change in the energy level comprises a function of corresponding future input vectors and an associated weighting vector. The change in the energy level is predicted based on a regression analysis of the energy level associated with each of the reference input vectors.
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公开(公告)号：US11225144B2
公开(公告)日：2022-01-18
申请号：US16433829
申请日：2019-06-06
IPC分类号： G01C21/00 , G01C21/34 , G01M15/00 , B60K35/00 , B60L58/12 , B60L15/20 , B60L50/62 , G06F7/00 , B60L8/00 , B60L7/12 , B60L3/12 , G08G1/0968 , G08G1/0967 , G07C5/08 , G01C21/36 , B60W50/00 , B60W30/14 , B60W10/11 , B60W10/06 , B60T13/58 , B60T7/22 , B60T7/18 , B60T1/10 , B60L58/16 , G07C5/00
摘要： An apparatus comprising an interface, a memory and a processor. The interface may be configured to receive sensor data samples during operation of a vehicle. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to analyze the sensor data samples stored in the memory to detect a pattern. The processor may be configured to manage an application of brakes of the vehicle in response to the pattern.
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公开(公告)号：US11207980B2
公开(公告)日：2021-12-28
申请号：US16433732
申请日：2019-06-06
IPC分类号： B60K31/00 , F16H59/36 , B60K35/00 , B60L58/12 , B60L50/62 , G06F7/00 , G08G1/0968 , G07C5/08 , G01C21/34 , B60W50/00 , B60L15/20 , B60L8/00 , B60L7/12 , B60L3/12 , G08G1/0967 , G01C21/36 , B60W30/14 , B60W10/11 , B60W10/06 , B60T13/58 , B60T7/22 , B60T7/18 , B60T1/10 , B60L58/16 , F16D61/00 , G07C5/00
摘要： An apparatus comprising an interface, a memory and a processor. The interface may be configured to receive sensor data samples during operation of a vehicle. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to analyze the sensor data samples stored in the memory to detect a pattern. The processor may be configured to manage an application of brakes of the vehicle in response to the pattern.
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公开(公告)号：US10850616B2
公开(公告)日：2020-12-01
申请号：US15693899
申请日：2017-09-01
摘要： An apparatus comprising an interface, a memory and a processor. The interface may be configured to (a) receive (i) sensor data samples during operation of a vehicle and (ii) data from a telemetry system and (b) connect to a remote database. The memory may be configured to store (a) the sensor data samples over a number of points in time and (b) the data from the telemetry system. The processor may be configured to (i) analyze the sensor data samples stored in the memory to determine current conditions and (ii) associate the current conditions with a route segment traveled by the vehicle. The route segment is identified according to the data from the telemetry system. The current conditions associated with the route segment are uploaded to the remote database to enable historical route information for a plurality of route segments.
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公开(公告)号：US10832498B1
公开(公告)日：2020-11-10
申请号：US14711124
申请日：2015-05-13
摘要： Described herein are devices, systems, and methods for managing the power consumption of an automotive vehicle, and thereby for optimizing the power consumption of the vehicle. The devices and systems for managing the power consumption of the vehicle typically include power management logic that can calculate an applied power for the vehicle engine based on information provided from the external environment of the vehicle, the operational status of the vehicle, one or more command inputs from a driver, and one or more operational parameters of the vehicle.
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公开(公告)号：US10787075B2
公开(公告)日：2020-09-29
申请号：US15689451
申请日：2017-08-29
IPC分类号： B60K35/00 , G01C21/34 , B60L15/20 , B60W50/00 , B60T13/58 , G07C5/08 , B60T7/18 , G08G1/0967 , G01C21/36 , G08G1/0968 , B60T1/10 , B60W30/14 , B60T7/22 , B60W10/06 , B60W10/11 , B60L3/12 , B60L7/12 , B60L8/00 , B60L58/12 , B60L50/62 , B60L58/16 , G06F7/00 , G07C5/00
摘要： An apparatus comprising a sensor interface, a memory and a processor. The sensor interface may be configured to receive sensor data samples during operation of a vehicle. At least one of the sensor data samples may be driver-related. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to (i) analyze the sensor data samples stored in the memory to detect a pattern and (ii) generate a likelihood that a particular driver is operating the vehicle based on the pattern detected.
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公开(公告)号：US20190283596A1
公开(公告)日：2019-09-19
申请号：US16433703
申请日：2019-06-06
IPC分类号： B60K35/00 , B60L58/12 , B60L15/20 , B60L50/62 , G06F7/00 , B60L8/00 , B60L7/12 , B60L3/12 , G08G1/0968 , G08G1/0967 , G07C5/08 , G01C21/36 , G01C21/34 , B60W50/00 , B60W30/14 , B60W10/11 , B60W10/06 , B60T13/58 , B60T7/22 , B60T7/18 , B60T1/10 , B60L58/16
摘要： An apparatus comprising an interface, a memory and a processor. The interface may be configured to receive sensor data samples during operation of a vehicle. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to analyze the sensor data samples stored in the memory to detect a pattern. The processor may be configured to manage an application of brakes of the vehicle in response to the pattern.
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公开(公告)号：US20190283594A1
公开(公告)日：2019-09-19
申请号：US16433666
申请日：2019-06-06
IPC分类号： B60K35/00 , B60L58/12 , B60L15/20 , B60L50/62 , G06F7/00 , B60L8/00 , B60L7/12 , B60L3/12 , G08G1/0968 , G08G1/0967 , G07C5/08 , G01C21/36 , G01C21/34 , B60W50/00 , B60W30/14 , B60W10/11 , B60W10/06 , B60T13/58 , B60T7/22 , B60T7/18 , B60T1/10 , B60L58/16
摘要： An apparatus comprising an interface, a memory and a processor. The interface may be configured to receive sensor data samples during operation of a vehicle. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to analyze the sensor data samples stored in the memory to detect a pattern. The processor may be configured to manage an application of brakes of the vehicle in response to the pattern.
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公开(公告)号：US20190283590A1
公开(公告)日：2019-09-19
申请号：US16433420
申请日：2019-06-06
IPC分类号： B60K35/00 , B60L58/12 , B60L15/20 , B60L50/62 , G06F7/00 , B60L8/00 , B60L7/12 , B60L3/12 , G08G1/0968 , G08G1/0967 , G07C5/08 , G01C21/36 , G01C21/34 , B60W50/00 , B60W30/14 , B60W10/11 , B60W10/06 , B60T13/58 , B60T7/22 , B60T7/18 , B60T1/10 , B60L58/16
摘要： An apparatus comprising an interface, a memory and a processor. The interface may be configured to receive sensor data samples during operation of a vehicle. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to analyze the sensor data samples stored in the memory to detect a pattern. The processor may be configured to manage an application of brakes of the vehicle in response to the pattern.
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公开(公告)号：US20180126851A1
公开(公告)日：2018-05-10
申请号：US15805422
申请日：2017-11-07
IPC分类号： B60K35/00
CPC分类号： B60K35/00 , B60K2370/15 , B60K2370/174 , B60L3/12 , B60L7/12 , B60L8/003 , B60L15/2045 , B60L50/62 , B60L58/12 , B60L58/16 , B60L2220/44 , B60L2240/12 , B60L2240/421 , B60L2240/423 , B60L2240/441 , B60L2240/443 , B60L2240/445 , B60L2240/545 , B60L2240/547 , B60L2240/549 , B60L2240/622 , B60L2240/642 , B60L2240/645 , B60L2240/647 , B60L2240/662 , B60L2240/665 , B60L2240/667 , B60L2240/68 , B60L2250/10 , B60L2250/16 , B60L2260/28 , B60L2260/50 , B60T1/10 , B60T7/18 , B60T7/22 , B60T13/586 , B60T2201/04 , B60T2210/36 , B60W10/06 , B60W10/11 , B60W30/143 , B60W50/0097 , B60W2530/14 , B60W2550/143 , B60W2550/402 , G01C21/3469 , G01C21/3617 , G06F7/00 , G07C5/008 , G07C5/085 , G08G1/096775 , G08G1/096844 , Y02T10/52 , Y02T10/6217 , Y02T10/645 , Y02T10/7005 , Y02T10/7044 , Y02T10/705 , Y02T10/7077 , Y02T10/7083 , Y02T10/72 , Y02T10/7283 , Y02T10/7291 , Y02T90/16 , Y02T90/161 , Y02T90/162
摘要： A vehicle comprising a power train, a drive train, a solar array, a sensor interface, a storage device and a processing device. The sensor interface may be configured to receive sensor data samples during operation of the vehicle. The storage device may be configured to store the sensor data samples over a number of points in time. The processing device may be configured to (i) analyze the sensor data samples stored in the storage device to detect a pattern, (ii) monitor an amount of solar power converted using the solar array, (iii) determine an energy usage for traveling a route based on the pattern and (iv) adjust an amount of power applied to the power train in response to the energy usage for traveling the route. The amount of power applied to the power train may be adjusted in response to the amount of solar power.
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