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 vehicle operation, comprising:
determining information about an external environment of a vehicle and information about operational status of the vehicle;
determining a future destination a driver of the vehicle is driving to using a power management system while the vehicle is en route to the future destination, wherein determining the future destination does not comprise a user of the vehicle explicitly providing the future destination, and wherein the future destination is a destination at which the vehicle will be parked and turned off;
determining a vehicle route to the future destination;
using the power management system, the determined information, and the determined vehicle route to calculate power needed over the vehicle route;
using the power management system to automatically provide at least one target speed along the vehicle route based on the calculated power without user command input of a target speed; and
determining an energy efficient speed for each of a plurality of route segments of the vehicle route;
wherein the calculated power and the at least one target speed are based at least in part on iteratively simulated speeds, and wherein the iteratively simulated speeds are configured to increase energy efficiency of the vehicle on the vehicle route by adjusting a plurality of speeds of the vehicle on the vehicle route without adjusting an average speed of the vehicle on the vehicle route.
2. A method of vehicle operation, comprising:
determining information about an external environment of a vehicle and information about operational status of the vehicle;
determining a future destination a driver of the vehicle is driving to using a power management system while the vehicle is en route to the future destination, wherein determining the future destination does not comprise a user of the vehicle explicitly providing the future destination, and wherein the future destination is a destination at which the vehicle will be parked and turned off;
determining a vehicle route to the future destination;
using the power management system, the determined information, and the determined vehicle route to calculate power needed over the vehicle route;
using the power management system to automatically provide at least one target speed along the vehicle route based on the calculated power without user command input of a target speed; and
determining an energy efficient speed for each of a plurality of route segments of the vehicle route;
wherein the power management system determines the future destination using historical data associated with the 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.
3. The method of claim 1 , further comprising the step of determining the future destination using statistical destination logic, wherein the statistical destination logic includes adjusting, at a plurality of junctions, a probability of the vehicle traveling to the future destination.
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 the driver.
6. The method of claim 1 , wherein the calculated power and the at least one target speed are based at least in part on a determined probable optimal energy efficiency using historical route information.
7. An apparatus comprising:
a vehicle having a power source, a communication system, and a user interface system capable of accepting user command inputs; and
a power management system for the power source able to determine information about an external environment of the vehicle and information about operational status of the vehicle, with the power management system set to calculate power and speed over a segment of a vehicle route without user command input of a target speed and act to apply the calculated power 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 a determined probable optimal energy efficiency, and wherein the probable optimal energy efficiency is based at least in part on historic energy efficiency of the vehicle; and
wherein the calculated power and the calculated speed are based at least in part on iteratively simulated speeds, and wherein the iteratively simulated speeds are configured to simulate a plurality of trips of the vehicle on the vehicle route which use different amounts of energy by using different sequences of speeds without adjusting an average speed of the vehicle on the vehicle route.
8. An apparatus comprising:
a vehicle having a power source, a communication system, and a user interface system capable of accepting user command inputs; and
a power management system for the power source able to determine information about an external environment of the vehicle and information about operational status of the vehicle, with the power management system set to calculate power and speed over a segment of a vehicle route without user command input of a target speed and act to apply the calculated power 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 a determined probable optimal energy efficiency, and wherein the probable optimal energy efficiency is based at least in part on historic energy efficiency of the vehicle; and
wherein the vehicle route includes a future destination determined at least in part using historical data associated with a driver without a user explicitly providing the future destination, wherein the future destination is a location at which the vehicle will be parked and turned off, 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 apparatus of claim 7 , wherein the vehicle route is set based on a future destination determined at least in part using statistical destination logic, wherein the future destination is a location at which the vehicle will be parked and turned off, wherein the statistical destination logic includes adjusting, at a plurality of junctions, a probability of the vehicle traveling to the future destination.
10. The apparatus of claim 7 , wherein the power management system determines a probable optimal speed for each of a plurality of route segments of the vehicle route, wherein the probable optimal speed is configured for optimal energy efficiency, within one or more constraints, of the vehicle on the vehicle route.
11. The apparatus of claim 7 , wherein determining information about the external environment of the vehicle further comprises 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.
12. The apparatus of claim 7 , wherein determining information about operational status of the vehicle further comprises 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 the driver.
13. The apparatus of claim 7 , wherein the calculated speed is based at least in part on a determined probable optimal energy efficiency using historical route information, wherein probable optimal energy efficiency is based at least in part on a weight of the vehicle.
14. The method of claim 6 , wherein the at least one target speed is based on energy efficiency data from multiple trips along the vehicle route.
15. The method of claim 14 , wherein the multiple trips were taken by the driver using the vehicle.
16. The apparatus of claim 7 , wherein the calculated speed is based on energy efficiency data from multiple trips along the vehicle route.
17. The apparatus of claim 16 , wherein the multiple trips were taken by the driver using the vehicle.
18. The method of claim 1 , further comprising, using the power management system, correlating a plurality of identified drivers with a plurality of trips.
19. The method of claim 1 , wherein the at least one target speed is based at least in part on a determined probable optimal energy efficiency using historical route information, wherein probable optimal energy efficiency is based at least in part on a weight of the vehicle.
20. The apparatus of claim 7 , wherein the power management system is configured to correlate a plurality of identified drivers with a plurality of trips.