Electric vehicle power management system
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.
1. A method of electric vehicle operation, comprising:
determining a plurality of segments of a vehicle route travelled by one or more users using a vehicle;
determining information about an external environment of the vehicle, information about operational status of the vehicle, user command inputs to the vehicle, and one or more operational parameters of the vehicle;
using the determined information to calculate one or more speeds over the segments of the vehicle route, wherein the one or more calculated speeds are configured to maximize energy efficiency of the vehicle within one or more constraints while travelling on the vehicle route;
using a power management system of the vehicle, applying calculated electric power to the vehicle to travel along the segments of the vehicle route at the one or more calculated speeds;
displaying the one or more calculated speeds using a user interface; and
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, wherein one of the one or more users is a driver, and wherein the future destination is determined at least in part using an identity of the driver that is one of inferred by the power management system and input by the driver.
2. The method of claim 1 , further comprising the step of determining a future destination using statistical destination logic.
3. The method of claim 1 , wherein resegmenting of the segments is conducted in response to one of a change in traffic and a change in weather.
4. 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.
5. The method of claim 1 , wherein the step of determining information about operational status of the vehicle further comprises the step of communicating with a remote database, and wherein the operational status information is selected from the group consisting of: a voltage of a battery, a temperature of the battery, an age of the battery, a number of times the battery has charged and discharged, a drag force due to rolling resistance of the vehicle, an amount of air going to an engine of the vehicle, and a weight of at least one of the one or more users.
6. The method of claim 1 , wherein the one or more calculated speeds are based at least in part on determined probable optimal speeds using historical route information, and wherein the probable optimal speeds are configured for optimal energy efficiency, within one or more constraints, of the vehicle on the vehicle route.
7. The method of claim 1 , wherein the one or more calculated speeds are based at least in part on iteratively simulated speeds.
8. An electric vehicle, comprising:
a vehicle having an electric power source, a communication system, and a user interface system configured to receive input from one or more users of the vehicle;
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, and one or more operational parameters of the vehicle, with the power management system using the determined external environment information to calculate one or more speeds over a plurality of segments of a vehicle route, and acting to apply calculated electric power to the vehicle to travel along the segments of the vehicle route at the one or more calculated speeds;
wherein the one or more calculated speeds are configured to maximize energy efficiency of the vehicle, within one or more constraints, while travelling on the vehicle route;
wherein the user interface displays the one or more calculated speeds; and
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, wherein one of the one or more users is a driver, and wherein the future destination is determined at least in part using an identity of the driver that is one of inferred by the power management system and input by the driver.
9. The vehicle of claim 8 , wherein the vehicle route is set based on a future destination determined at least in part using statistical destination logic.
10. The vehicle of claim 8 , wherein resegmenting of the segments is conducted in response to one of a change in traffic and a change in weather.
11. The vehicle of claim 8 , wherein determining information about the external environment of the vehicle further comprises communicating with a remote database using the communication system, 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.
12. The vehicle of claim 8 , 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 is selected from the group consisting of: a voltage of a battery, a temperature of the battery, an age of the battery, a number of times the battery has charged and discharged, a drag force due to rolling resistance of the vehicle, an amount of air going to an engine of the vehicle, and a weight of at least one of the one or more users.
13. The vehicle of claim 8 , wherein the one or more calculated speeds are based at least in part on determined probable optimal speeds using historical route information, and wherein the probable optimal speeds are configured for optimal energy efficiency, within one or more constraints, of the vehicle on the vehicle route.
14. The vehicle of claim 8 , wherein the one or more calculated speeds are based at least in part on iteratively simulated speeds.
15. The method of claim 1 , further comprising, using the user interface, displaying a range within which an actual speed of the vehicle will be maintained by the power management system.
16. The method of claim 15 , wherein the range is provided by the one or more users using the user interface.
17. The vehicle of claim 8 , wherein the user interface displays a range within which an actual speed of the vehicle will be maintained by the power management system, wherein the range is provided by the one or more users using the user interface.
18. The vehicle of claim 8 , wherein, in response to a change in the external environment of the vehicle, the user interface displays a new speed adjusted based on a change in energy efficiency of the vehicle related to the change in the external environment.
19. The method of claim 1 , further comprising displaying a new speed in response to a change in the external environment of the vehicle.
20. The method of claim 19 , wherein the new speed is adjusted based on a change in energy efficiency of the vehicle related to the change in the external environment.