Vehicle failure-factor specifying apparatus
A vehicle failure-factor specifying apparatus includes (a) a peculiarity-presence determining portion configured to determine, based on a pre-failure driving state in a stage prior to occurrence of a certain failure in a vehicle, whether a peculiarity was present or absent in the pre-failure driving state, and (b) a failure-causing-driving state specifying portion configured, when the peculiarity was present in the pre-failure driving state, to determine whether the peculiarity present in the pre-failure driving state of the vehicle is substantially identical with a peculiarity in the pre-failure driving state of other vehicles. The peculiarity-presence determining portion determines whether the peculiarity was present or absent in the pre-failure driving state of the vehicle, depending on whether a frequency distribution of the pre-failure driving state of the vehicle is deviated from a frequency distribution of a non-failure driving state of a plurality of vehicles including the other vehicles in a non-failure case.
1. A vehicle failure-factor specifying apparatus configured, in event of a certain failure in a vehicle in execution of a certain control operation, to specify a failure-causing driving state that caused the certain failure, the vehicle failure-factor specifying apparatus comprising:
a peculiarity-presence determining portion configured, in the event of the certain failure in the vehicle, to determine, based on pre-failure data representing a pre-failure driving state that is a certain driving state in a stage prior to occurrence of the certain failure, whether a peculiarity has been present or absent in the pre-failure driving state of the vehicle; and
a failure-causing-driving-state specifying portion configured, when the peculiarity-presence determining portion determines that the peculiarity has been present in the pre-failure driving state of the vehicle in the event of the certain failure in the vehicle, to determine whether the peculiarity present in the pre-failure driving state of the vehicle is substantially identical with a peculiarity that has been determined present in the pre-failure driving state of at least one other vehicle other than the vehicle in the event of the certain failure in the at least one other vehicle,
wherein the failure-causing-driving-state specifying portion specifies the pre-failure driving state as the failure-causing driving state, when determining that the peculiarity present in the pre-failure driving state of the vehicle is substantially identical with the peculiarity present in the pre-failure driving state of each of the at least one other vehicle, and
wherein the peculiarity-presence determining portion determines whether the peculiarity has been present or absent in the pre-failure driving state of the vehicle, depending on whether a frequency distribution of the pre-failure driving state of the vehicle is deviated from a frequency distribution of a non-failure driving state that is the certain driving state of each of a plurality of vehicles including the at least one other vehicle in a non-failure case in which the certain control operation is executed satisfactorily in the each of the plurality of vehicles.
2. The vehicle failure-factor specifying apparatus according to claim 1 , wherein the peculiarity-presence determining portion obtains the pre-failure data representing the pre-failure driving state in a certain period until a failure-occurring time point at which the certain failure has occurred, from a predetermined time point prior to the failure-occurring time point, such that the certain period is a length of time that is long enough to define the frequency distribution of the pre-failure driving state.
3. The vehicle failure-factor specifying apparatus according to claim 1 , wherein the certain failure is a shift failure in a vehicle transmission.
4. The vehicle failure-factor specifying apparatus according to claim 3 ,
wherein the certain driving state is represented by a driving-state-related value, and
wherein the driving-state-related value is categorized into a plurality of groups corresponding to respective different kinds of a shift control operation of the vehicle transmission.
5. The vehicle failure-factor specifying apparatus according to claim 3 , wherein the certain driving state is represented by a temperature of a working fluid in the vehicle transmission.
6. The vehicle failure-factor specifying apparatus according to claim 1 , wherein the certain driving state is represented by an amount of accelerating operation made by a vehicle driver.
7. The vehicle failure-factor specifying apparatus according to claim 1 , wherein the certain driving state is represented by a vehicle running speed.
8. The vehicle failure-factor specifying apparatus according to claim 1 ,
wherein the certain driving state is represented by a driving-state-related value, and
wherein each of the frequency distribution of the pre-failure driving state and the frequency distribution of the non-failure driving state represents a number of instances in which the driving-state-related value as a variable appeared in each of various levels in the execution of the certain control operation.
9. The vehicle failure-factor specifying apparatus according to claim 1
wherein the peculiarity-presence determining portion determines that the frequency distribution of the pre-failure driving state of the vehicle is deviated from the frequency distribution of the non-failure driving state of each of the plurality of vehicles, when at least one condition is satisfied,
wherein the certain driving state is represented by a driving-state-related value, and
wherein the at least one condition includes a condition that (i) an average of the driving-state-related value of the certain driving state in the frequency distribution of the pre-failure driving state, is different from (ii) an average of the driving-state-related value of the certain driving state in the frequency distribution of the non-failure driving state, by at least a threshold value.