Method of damage prediction for electric park brake and adaptation thereof
A method of determining the cumulative damage of a brake system, the method comprising: (a) estimating or measuring one or more brake forces based upon one or more parameters; (b) determining a cycle for each of the brake forces and associating each brake force with the determined cycle; and (c) determining a cumulative damage of the brake system based upon the determined cycles and the associated brake forces.
1. A method of determining cumulative damage of an electric park brake system or an electromechanical brake system, the method comprising:
(a) estimating or measuring one or more brake forces based upon one or more parameters;
(b) determining a cycle for each of the one or more brake forces and associating each of the one or more brake forces with the cycle; and
(c) determining the cumulative damage of the electric park brake system or the electromechanical brake system based upon the cycle and the associated brake force; and
wherein a signal or warning is transmitted when the cumulative damage exceeds a threshold value.
2. The method of claim 1 , wherein step (a) is completed by estimating a rotational angle of a motor of the electric park brake system or the electromechanical brake system based upon the one or more parameters to estimate the one or more brake forces.
3. The method of claim 2 , wherein the one or more parameters are a measured voltage and a measured current of the motor.
4. The method of claim 3 , including, prior to step (c), storing each of the cycles and the associated brake forces, wherein the cycles are grouped together by brake force.
5. The method of claim 4 , wherein determining the cumulative damage in step (c) is completed by determining a fraction of life consumed by the electric park brake system or the electromechanical brake system, and the fraction of life consumed by the electric park brake system or the electromechanical brake system is determined by comparing a total number of the cycles in a group to an average number of cycles until failure of the electric park brake system or the electromechanical brake system at the brake force associated with the group.
6. The method of claim 5 , wherein the comparing is completed for a plurality of groups, each of the plurality of groups designated by the brake force.
7. The method of claim 1 , wherein the cumulative damage in step (c) is determined using Miner's Rule.
8. The method of claim 1 , wherein the associated brake force for each cycle is constant or varies, and the associated brake force is based upon parking conditions.
9. The method of claim 1 , wherein the cycles and their associated brake forces are each weighted based upon one or more factors.
10. The method of claim 9 , wherein the one or more factors include an external temperature during operation of the electric park brake system or the electromechanical brake system, an internal temperature during operation of the electric park brake system or the electromechanical brake system, a voltage within the electric park brake system or the electromechanical brake system, a pad wear condition of one or more brake pads in the electric park brake system or the electromechanical brake system, or a combination thereof.
11. The method of claim 1 , wherein the electric park brake system or the electromechanical brake system is free of a pressure sensor, a force sensor, a position sensor, or a combination thereof.
12. The method of claim 1 , wherein the cumulative damage of the electric park brake system or the electromechanical brake system determines a point of degradation or failure of the electric park brake system or the electromechanical brake system or one or more components of the electric park brake system or the electromechanical brake system.
13. The method of claim 12 , wherein the one or more components are a motor, a spindle, an actuator assembly, a nut, or a combination thereof.
14. The method of claim 1 , wherein the method is completed within a control module of the electric park brake system or the electromechanical brake system.
15. The method of claim 14 , wherein storage of the cycles is completed by a memory unit of the control module and step (c) is completed by one or more processors of the control module.
16. The method of claim 1 , wherein the cumulative damage of step (c) is compared to the threshold value.
17. The method of claim 16 , wherein the threshold value is less than a value when failure of the electric park brake system or the electromechanical brake system occurs.