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 being driven by a user, information about operational status of the vehicle, and user command inputs to the vehicle;
determining a vehicle route with a GPS equipped user operated device;
determining predicted future road condition information that can affect vehicle power use along the determined vehicle route; and
using a power management system, the determined information, the determined vehicle route, and the predicted future road conditions to calculate power needed over the vehicle route and set at least one target speed along the vehicle route based on the calculated power;
wherein the calculated power is determined based 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;
the method further comprising the step of determining a future final destination, wherein the future final destination is a location at which the user will park and turn off the vehicle, and wherein the future destination is determined at least in part using an identity of the user that is one of inferred by the power management system and input by the user.
2. The method of claim 1 further comprising the step of the power management system determining the future final destination using historical data associated with one or more drivers while the vehicle is en route to the future final destination.
3. The method of claim 1 further comprising the step of determining the future final 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 vehicle route to a destination is determined using a combination of multiple route segments, 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 and historical information of one or more other vehicles traveling the vehicle route.
5. The method of claim 1 , wherein the at least one target speed is determined by determining a most energy-efficient speed within a range of speeds.
6. The method of claim 1 , wherein the GPS equipped user operated device can accept voice command inputs.
7. An apparatus operable in combination with a GPS equipped user operated device able to determine a vehicle route, comprising:
a vehicle having a power source, a communication system, and a user interface system; and
a power management system for the power source able to determine information about an external environment of the vehicle while the vehicle is being driven by a user, information about operational status of the vehicle, information relating to predicted future road conditions, and information from the GPS equipped user operated device, with the power management system set to calculate power and speed over a segment of the vehicle route and set at least one target speed along the vehicle route based on the calculated power;
wherein the GPS equipped user operated device can accept voice command inputs; and
wherein the vehicle route is set based on a future final destination not explicitly provided by the user, wherein the future final destination is a location at which the user will park and turn off the vehicle, and wherein the future destination is determined at least in part using an identity of the user that is one of inferred by the power management system and input by the user.
8. The apparatus of claim 7 , wherein the vehicle route is set based on a future final destination determined by the power management system at least in part using historical data associated with the user while the user is en route to the future final destination.
9. The apparatus of claim 7 , wherein the future final destination is determined at least in part 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.
10. The apparatus of claim 7 , wherein the vehicle route to a destination is determined using a combination of multiple route segments, and wherein the multiple route segments are determined using route segmentation logic based at least in part on historical information of the user previously driving 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 to determine predicted future road conditions, and wherein the future road conditions are selected from the group consisting of: an upcoming elevation of the vehicle, a location of a stoplight, a timing of a stoplight, 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 a n upcoming segment of the vehicle route.
12. The apparatus of claim 7 , wherein the at least one target speed comprises a range of target speeds, and wherein the power management system determines an energy-efficient speed within the range, the energy-efficient speed configured to increase energy efficiency, within one or more constraints, of the vehicle on the vehicle route, wherein the energy-efficient speed is determined at least in part based on historic energy efficiency of the vehicle on the vehicle route.
13. The method of claim 1 , wherein determining the future final destination does not comprise a user of the vehicle explicitly providing the future final destination.
14. The method of claim 2 , wherein the one or more drivers consists of the user.
15. A method of vehicle operation, comprising:
determining information about an external environment of a vehicle being driven by a user, information about operational status of the vehicle, and user command inputs to the vehicle;
determining a vehicle route with a GPS equipped user operated device;
determining predicted future road condition information that can affect vehicle power use along the determined vehicle route; and
using a power management system, the determined information, the determined vehicle route, and the predicted future road conditions to calculate power needed over the vehicle route and set at least one target speed along the vehicle route based on the calculated power;
wherein the calculated power is determined based 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 the at least one target speed is 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.
16. The apparatus of claim 7 , wherein the at least one target speed is calculated using energy calculation logic.
17. The apparatus of claim 7 , wherein the at least one target speed is calculated in part using a weight of the vehicle.
18. An apparatus operable in combination with a GPS equipped user operated device able to determine a vehicle route, comprising:
a vehicle having a power source, a communication system, and a user interface system; and
a power management system for the power source able to determine information about an external environment of the vehicle while the vehicle is being driven by a user, information about operational status of the vehicle, information relating to predicted future road conditions, and information from the GPS equipped user operated device, with the power management system set to calculate power and speed over a segment of the vehicle route and set at least one target speed along the vehicle route based on the calculated power;
wherein the GPS equipped user operated device can accept voice command inputs; and
wherein the at least one target speed is 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.
19. The method of claim 1 , wherein the at least one target speed is calculated using energy calculation logic.
20. The method of claim 1 , wherein the at least one target speed is calculated in part using a weight of the vehicle.