Determining Vehicle Power

• US 20180118027A1
• Filed: 10/28/2016
• Published: 05/03/2018
• Est. Priority Date: 10/28/2016
• Status: Active Grant

• Current Assignee: Hall Logic Incorporated
• Original Assignee: Michael A. Hall
• Inventors: Hall, Michael, Myer, Seth
• Granted Patent: US 10,543,846 B2
• Time in Patent Office: Days
• CPC Class Codes: B60W 2050/0031 Mathematical model of the vehicle
• CPC Class Codes: B60W 2050/0052 Filtering, filters
• CPC Class Codes: B60W 2050/0088 Adaptive recalibration
• CPC Class Codes: B60W 2050/146 Display means
• CPC Class Codes: B60W 2510/0638 Engine speed
• CPC Class Codes: B60W 2520/06 Direction of travel
• CPC Class Codes: B60W 2520/10 Longitudinal speed
• CPC Class Codes: B60W 2520/105 Longitudinal acceleration
• CPC Class Codes: B60W 2520/125 Lateral acceleration
• CPC Class Codes: B60W 2520/16 Pitch
• CPC Class Codes: B60W 2520/18 Roll
• CPC Class Codes: B60W 2530/10 Weight
• CPC Class Codes: B60W 2540/06 Ignition switch
• CPC Class Codes: B60W 2540/16 Ratio selector position
• CPC Class Codes: B60W 2556/10 Historical data
• CPC Class Codes: B60W 2710/0677 Engine power
• CPC Class Codes: B60W 40/12 related to parameters of the vehicle itself , e.g. tyre models
• CPC Class Codes: B60W 40/13 Load or weight
• CPC Class Codes: G07C 5/0825 using optical means
• CPC Class Codes: G07C 5/0841 Registering performance data recording measured values G01D; information storage G11B

Abstract

In various example embodiments, a system and method for determining a power of a vehicle is disclosed. A method includes: providing predetermined calibration settings relating force to engine speed for a vehicle travelling at various speeds, altering accelerometer data based on filtered vehicle pitch and roll data, determining that one or more vehicle performance parameters fall within a threshold range, storing a plurality of data pairs that include longitudinal acceleration and drive force, and determining a slope of a line that linearly approximates the plurality of data pairs, the slope indicating a total weight of the vehicle including vehicle load; determining the vehicle power based on the total weight and drag force of the vehicle; and transmitting the total power to a display.

Claims

1. A method comprising:

providing predetermined calibration settings relating force to engine speed for a vehicle travelling at various speeds;

providing vehicle pitch measurements, roll measurements or a combination thereof;

determining filtered data based on the combination of pitch and roll measurements;

providing accelerometer data to determine vehicle velocity, acceleration and direction of travel;

altering the accelerometer data based on the filtered data;

determining by use of one or more processors of a machine, that one or more of the vehicle performance parameters fall within threshold ranges;

storing, in response to the vehicle performance parameters being within the threshold ranges, a plurality of data pairs, each data pair comprising a longitudinal acceleration and a drive force, the drive force determined according to a calibrated polynomial for a current velocity of the vehicle;

determining a slope of a line that linearly approximates the plurality of data pairs, the slope indicating a total weight, the total weight comprising a weight of the vehicle and a weight being hauled by the vehicle;

determining the vehicle real time power usage based on the total weight, drag force and speed of the vehicle.

transmitting the vehicle real time power usage to a display.

2. The method of claim 1, wherein determining the slope of the line comprises:

setting the initial y intercept of force vs. acceleration to zero; and

performing regression analysis on the plurality of data pairs resulting in a first order drive force polynomial, a first order coefficient representing the total power.

3. The method of claim 1, wherein the vehicle power is a braking power of the vehicle.

4. The method of claim 1, wherein all settings are reset to zero and the method is restarted upon the occurrence of any one or more of the following:

vehicle engine being turned off;

vehicle pitch and shaking detection indicating load shift; and

vehicle travelling in reverse direction.

5. The method of claim 1, further comprising retrieving one or more of the vehicle performance parameters from a computing device for the vehicle.

6. The method of claim 1, wherein the drive force is determined by determining a polynomial for each integer velocity of the vehicle by performing regression analysis on calibration data pairs for each integer velocity of the vehicle, the calibration data pairs comprising a calibration drive force and an engine speed, the calibration drive force determined by multiplying the weight of the vehicle with a longitudinal acceleration of the vehicle when the data pair was recorded.

7. The method of claim 1, further comprising adjusting operation of the vehicle based on the vehicle power.

8. The method of claim 7, wherein adjusting operation of the vehicle comprises at least one of adjusting brakes, adjusting a collision detection system, adjusting suspension, adjusting one or more transmission shift points, adjusting tire pressure, adjusting a throttle position sensor, and tuning engine performance.

9. A system comprising:

one or more accelerometers that sense acceleration of the system;

a vehicle pitch and roll module that determines filtered data based on the vehicle pitch, roll or both, and altering accelerometer data based on the filtered data;

an interface module that retrieves one or more vehicle performance parameters, the vehicle performance parameters comprising at least one of parameters from a data interface for the vehicle and measurements from the one or more accelerometers;

a performance module that determines whether the vehicle performance parameters fall within respective threshold ranges;

a data module that stores, in response to the vehicle performance parameters being within the respective threshold ranges, a plurality of data pairs, each data pair comprising the longitudinal acceleration of the vehicle and a drive force for the vehicle, the drive force determined according to a calibrated polynomial for a current velocity of the vehicle;

a weight module that determines the weight being hauled by the vehicle by determining a slope of a line that linearly approximates the plurality of data pairs, the slope of the line indicating a total weight, the total weight comprising a weight of the vehicle and a weight being hauled by the vehicle;

a power module that determines the vehicle power based on the total weight, drag force and speed of the vehicle;

an output module that transmits the vehicle power to a display; and

an operation module that adjusts operation of the vehicle based on the vehicle power.

10. The system of claim 9, further comprising a detection module that records and compares the engine RPM to vehicle speed, and uses this ratio to determine the vehicle'"'"'s axle ratio and tire size, which is then used to correct the calculated mass for the power calculation.

11. The system of claim 9, wherein the vehicle performance parameters are selected from the group consisting of lateral acceleration, velocity, engine speed, longitudinal acceleration, brakes application status, and a selected transmission gear.

12. The system of claim 11, comprising system reset functions:

complete system reset upon vehicle engine being turned off;

complete system reset upon vehicle pitch and shaking detection indicating load shift;

and complete system reset upon the vehicle travelling in reverse direction.

13. The system of claim 9, further comprising a calibration module that determines a polynomial for each integer velocity of the vehicle by performing regression analysis on calibration data pairs for each integer velocity of the vehicle, the calibration data pairs comprising a calibration drive force and an engine speed, the calibration drive force determined by multiplying the weight of the vehicle with a longitudinal acceleration of the vehicle when the data pair was received, the longitudinal acceleration including the force of gravity, the data module determining the drive force using the polynomial for a current speed of the vehicle.

14. The system of claim 9, wherein the operation module adjusts operation of the vehicle by at least one of adjusting brake gain, adjusting a collision detection system, adjusting suspension, adjusting one or more transmission shift points, adjusting tire pressure, adjusting a throttle position sensor, and adjusting engine performance.

15. A computer readable storage medium storing executable instructions thereon, which, when executed by a processor, cause the processor to perform operations including:

retrieving one or more performance parameters for a vehicle by one of communicating with diagnostic port for the vehicle and communicating with one or more accelerometers providing accelerometer data;

determining filtered data based on the vehicle pitch, roll or both;

altering the accelerometer data based on the filtered data;

determining that one or more vehicle performance parameters fall within a threshold range;

storing, in response to the vehicle performance parameters being within the respective threshold ranges, a plurality of data pairs, each data pair comprising a longitudinal acceleration and a drive force, the drive force determined according to a calibrated polynomial for a current velocity of the vehicle;

determining a slope of a line that linearly approximates the plurality of data pairs, the slope indicating a total weight;

determining the vehicle power based on the total weight, drag force and speed of the vehicle; and

transmitting the vehicle power to a display.

16. The computer readable storage medium of claim 15, wherein the operation of determining the slope of the line comprises:

setting the initial y intercept of force vs. acceleration to zero; and

performing regression analysis on the plurality of data pairs resulting in a first order drive force polynomial, a first order coefficient representing the total weight.

17. The computer readable storage medium of claim 15, wherein the vehicle performance parameters are selected from the group consisting of lateral acceleration, velocity, engine speed, longitudinal acceleration, brakes not being applied, and a transmission gear ratio.

18. The computer readable storage medium of claim 15, wherein the drive force is determined using a polynomial for a current speed of the vehicle, the polynomial generated by performing regression analysis on calibration data pairs for each integer velocity of the vehicle, the calibration data pairs comprising a calibration drive force and an engine speed, the calibration drive force determined by multiplying the weight of the vehicle with a longitudinal acceleration of the vehicle when the data pair was received.

19. The computer readable storage medium of claim 15, further comprising adjusting operation of the vehicle based on the drive force of the vehicle.

20. The computer readable storage medium of claim 19, wherein the operation of adjusting operation of the vehicle comprises at least one of adjusting brake gain, adjusting a collision detection system, adjusting suspension, adjusting one or more transmission shift points, adjusting tire pressure, adjusting a throttle position sensor, and adjusting engine performance.