Method of analyzing driving behavior and warning the driver
US-9619203-B2 · Apr 11, 2017 · US
US11186173B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11186173-B2 |
| Application number | US-201916433282-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jun 6, 2019 |
| Priority date | Nov 17, 2005 |
| Publication date | Nov 30, 2021 |
| Grant date | Nov 30, 2021 |
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Official abstract text for this publication.
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.
Opening claim text (preview).
The invention claimed is: 1. A method of electric vehicle operation, comprising: determining a segment of a vehicle route; determining vehicle weight using a vehicle weight sensor; determining information about an external environment of a vehicle used by one or more users on the vehicle route, information about operational status of the vehicle including available electric power, one or more user command inputs to the vehicle, and one or more operational parameters of the vehicle including drive train parameter efficiency; using the determined vehicle weight and external environment information to calculate a speed and selected drive train parameters over the segment of the vehicle route; and using a power management system of the vehicle, applying calculated electric power through setting drive train parameters to the vehicle to travel along the segment of the vehicle route at a calculated speed; wherein the calculated speed is based at least in part on iteratively simulated speeds; wherein the calculated speed is based at least in part on a determined probable optimal speed using historical route information, and wherein the probable optimal speed is configured for optimal energy efficiency of the vehicle on the vehicle route; and wherein determining information about operational status of the vehicle further comprises communicating with a remote database using the communication system, and wherein the operational status information includes: a state of a battery, a voltage of the battery, amp hours of the battery, a temperature of the battery, an age of the battery, a number of times the battery has charged and discharged, a tire pressure, a drag force due to rolling resistance of the vehicle, one of a default weight and a historic weight of the vehicle, an amount of air going to an engine of the vehicle, an amount of fuel going to the engine, and a weight of at least one of the one or more users. 2. The method of claim 1 , further comprising the power management system determining a future destination using historical data associated with the one or more users, wherein the future destination is a destination at which the vehicle will be parked and turned off. 3. The method of claim 1 , further comprising the step of determining a future destination using statistical destination logic. 4. The method of claim 1 , wherein vehicle route segment determination further comprises determining multiple route segments, each route segment having a separate calculated speed and selected drive train parameters, and wherein the multiple route segments are determined using route segmentation logic based at least in part on one of historical information of the vehicle traveling the vehicle route and historical information of one or more other vehicles traveling the vehicle route. 5. The method of claim 1 , wherein the step of determining information about the external environment of the vehicle further comprises the step of communicating with a remote database, and wherein the information about the external environment is selected from the group consisting of: an elevation of the vehicle, upcoming elevations of the vehicle, a location of a stoplight, a timing of a stoplight, a present angle of the sun, a predicted angle of the sun for an upcoming segment of the vehicle route, a predicted wind direction for an upcoming segment of the vehicle route, a predicted wind velocity for an upcoming segment of the vehicle route, a predicted temperature for an upcoming segment of the vehicle route, and a predicted air pressure for an upcoming segment of the vehicle route. 6. An electric vehicle, comprising: a vehicle having an electric power source, a drive train, a communication system, and a user interface system; a vehicle weight sensor attached to the vehicle to determine vehicle weight; and a power management system for the electric power source able to determine information about an external environment of the vehicle, information about operational status of the vehicle, one or more user command inputs to the vehicle provided via the user interface by one or more users of the vehicle, and one or more operational parameters of the vehicle including drive train parameter efficiency, with the power management system using the determined vehicle weight and external environment information to calculate a speed and selected drive train parameters over a segment of a vehicle route and acting to apply calculated electric power from the electric power source through setting drive train para meters to provide speed to the vehicle to travel along the segment of the vehicle route at the calculated speed; wherein the calculated speed is based at least in part on maximizing energy efficiency of the vehicle within one or more constraints and is further based on historic energy efficiency of the vehicle on the vehicle route; and wherein determining information about operational status of the vehicle further comprises communicating with a remote database using the communication system, and wherein the operational status information includes: a state of a battery, a voltage of the battery, amp hours of the battery, a temperature of the battery, an age of the battery, a number of times the battery has charged and discharged, a tire pressure, a drag force due to rolling resistance of the vehicle, one of a default weight and a historic weight of the vehicle, an amount of air going to an engine of the vehicle, an amount of fuel going to the engine, and a weight of at least one of the one or more users. 7. The vehicle of claim 6 , wherein the vehicle route is set based on a future destination determined by the power management system based at least in part using historical data associated with the one or more users, wherein the future destination is a destination at which the vehicle will be parked and turned off. 8. The vehicle of claim 6 , wherein the vehicle route is set based on a future destination determined at least in part using statistical destination logic. 9. The vehicle of claim 6 , wherein vehicle route segment determination is based at least in part on determining multiple route segments, each route segment having a separate calculated speed and selected drive train parameters, and wherein the multiple route segments are determined using route segmentation logic based at least in part on one of historical information of the vehicle traveling the vehicle route and historical information of one or more other vehicles traveling the vehicle route. 10. An electric vehicle, comprising: a vehicle having an electric power source, a drive train, a communication system, and a user interface system; a vehicle weight sensor attached to the vehicle to determine vehicle weight; and a power management system for the electric power source able to determine information about an external environment of the vehicle, information about operational status of the vehicle, one or more user command inputs to the vehicle provided via the user interface by one or more users of the vehicle, and one or more operational parameters of the vehicle including drive train parameter efficiency, with the power management system using the determined vehicle weight and external environment information to calculate a speed and selected drive train parameters over a segment of a vehicle route and acting to apply calculated electric power from the electric power source through setting drive train para meters to provide speed to the vehicle to travel along the segment of the vehicle route at the calculated speed; wherein the calculated speed is based at least in part on maximizing energy efficiency of the vehicle within one or more constraints and is further based on historic energy ef
responding to state of charge [SoC] · CPC title
Arrangements for transferring vehicle- or driver-related data · CPC title
Input arrangements, i.e. from user to vehicle, associated with vehicle functions or specially adapted therefor · CPC title
Display screens · CPC title
characterised by the type of the output information, e.g. video entertainment or vehicle dynamics information; characterised by the purpose of the output information, e.g. for attracting the attention of the driver · CPC title
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