Diagnostics data collection and analysis method and apparatus to diagnose vehicle component failures
First Claim
1. A computer-implemented method of analyzing vehicle test data, comprising:
- compiling, via a processor of a diagnostic device, a collection of historical test data points which includes a plurality of operating parameter measurements recorded by an individual vehicle'"'"'s onboard computer, wherein the diagnostic device and the vehicle are separate but connectable objects;
correlating, via the processor, each historical test data point with an operating condition to produce entries of a diagnostic case history;
grouping, via the processor, the entries of the diagnostic case history by operating condition;
defining, via the processor, a range corresponding to the operating condition of a vehicle type based on the collection of test data points of the entries of the diagnostic case history grouped by operating condition; and
diagnosing, via the processor, a vehicle component failure mode based on the range corresponding to a failure condition;
wherein the operating parameters are selected from the group consisting of;
an ignition switch position, an engine run condition, a throttle position, an engine speed, a vehicle speed, a test equipment connection, a vehicle electrical connection condition, an ambient air temperature, an engine inlet temperature, an engine lubricant pressure, an engine lubricant temperature, an engine lubricant level, an engine coolant temperature, an engine coolant specific gravity, an engine exhaust gas temperature, an engine exhaust gas content, a transmission setting, a brake pedal position, a parking brake position, a brake fluid pressure, a fuel level, a fuel supply pressure, a battery voltage, a battery charging system voltage, a battery charging system current, an ignition voltage, an ignition current, and an engine cylinder compression.
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Accused Products
Abstract
A vehicle diagnostic data collector/analyzer compiles historical vehicle diagnostic data, including measured operating parameters from a number of different vehicles operating under a variety of normal vehicle operating conditions and vehicle component failure conditions, and performs statistical analyses on various vehicle type/operating condition combinations to establish operating parameter ranges corresponding to normal operating conditions and various failure conditions. The diagnostic data collector/analyzer also measures real-time operating parameters on specific test-subject vehicles and evaluates similarities and differences between the measured operating parameters and the established ranges, and correlates the test data with known operating conditions in order to diagnose potential failure modes of vehicle components.
84 Citations
36 Claims
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1. A computer-implemented method of analyzing vehicle test data, comprising:
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compiling, via a processor of a diagnostic device, a collection of historical test data points which includes a plurality of operating parameter measurements recorded by an individual vehicle'"'"'s onboard computer, wherein the diagnostic device and the vehicle are separate but connectable objects; correlating, via the processor, each historical test data point with an operating condition to produce entries of a diagnostic case history; grouping, via the processor, the entries of the diagnostic case history by operating condition; defining, via the processor, a range corresponding to the operating condition of a vehicle type based on the collection of test data points of the entries of the diagnostic case history grouped by operating condition; and diagnosing, via the processor, a vehicle component failure mode based on the range corresponding to a failure condition; wherein the operating parameters are selected from the group consisting of;
an ignition switch position, an engine run condition, a throttle position, an engine speed, a vehicle speed, a test equipment connection, a vehicle electrical connection condition, an ambient air temperature, an engine inlet temperature, an engine lubricant pressure, an engine lubricant temperature, an engine lubricant level, an engine coolant temperature, an engine coolant specific gravity, an engine exhaust gas temperature, an engine exhaust gas content, a transmission setting, a brake pedal position, a parking brake position, a brake fluid pressure, a fuel level, a fuel supply pressure, a battery voltage, a battery charging system voltage, a battery charging system current, an ignition voltage, an ignition current, and an engine cylinder compression. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18)
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19. A computer program product for analyzing vehicle test data, comprising a computer-readable medium encoded with instructions configured to be executed by a processor in order to perform predetermined operations comprising:
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compiling, via the processor of a diagnostic device, a collection of historical test data points which includes a plurality of operating parameter measurements recorded by an individual vehicle'"'"'s onboard computer, wherein the diagnostic device and the vehicle are separate but connectable objects; correlating, via the processor, each historical test data point with an operating condition to produce entries of a diagnostic case history; grouping, via the processor, the entries of the diagnostic case history by operating condition; defining, via the processor, a range corresponding to the operating condition of a vehicle type based on the collection of test data points of the entries of the diagnostic case history grouped by operating condition; and diagnosing, via the processor, a vehicle component failure mode based on the range corresponding to a failure condition; wherein the operating parameters are selected from the, group consisting of;
an ignition switch position, an engine run condition, a throttle position, an engine speed, a vehicle speed, a test equipment connection, a vehicle electrical connection condition, an ambient air temperature, an engine inlet temperature, an engine lubricant pressure, an engine lubricant temperature, an engine lubricant level, an engine coolant temperature, an engine coolant specific gravity, an engine exhaust gas temperature, an engine exhaust gas content, a transmission setting, a brake pedal position, a parking brake position, a brake fluid pressure, a fuel level, a fuel supply pressure, a battery voltage, a battery charging system voltage, a battery charging system current, an ignition voltage, an ignition current, and an engine cylinder compression. - View Dependent Claims (20, 21, 22, 23, 24)
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25. A diagnostic tool for analyzing vehicle test data, comprising:
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a processor configured to execute software modules; a memory configured to stored the software modules, and communicatively connected to the processor; wherein the software modules comprise; a data compiler configured to compile a collection of historical test data points which includes a plurality of operating parameter measurements recorded by an individual vehicle'"'"'s onboard computer, wherein the diagnostic tool and the vehicle are separate but connectable objects; a data analyzer configured to correlate each historical test data point with an operating condition to produce entries of a diagnostic case history, group the entries of the diagnostic case history by operating condition, and define a range corresponding to the operating condition of a vehicle type based on the collection of test data points of the entries of the diagnostic case history grouped by operating condition; and a virtual diagnostician configured to diagnose a vehicle component failure mode based on the range corresponding to a failure condition; wherein the operating parameters are selected from the group consisting of;
an ignition switch position, an engine run condition, a throttle position an engine speed, a vehicle speed, a test equipment connection, a vehicle electrical connection condition, an ambient air temperature, an engine inlet temperature, an engine lubricant pressure, an engine lubricant temperature, an engine lubricant level, an engine coolant temperature, an engine coolant specific gravity, an engine exhaust gas temperature, an engine exhaust gas content, a transmission setting, a brake pedal position, a parking brake position, a brake fluid pressure, a fuel level, a fuel supply pressure, a battery voltage, a battery charging system voltage, a battery charging system current, an ignition voltage, an ignition current, and an engine cylinder compression. - View Dependent Claims (26, 27, 28, 29, 30)
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31. A diagnostic tool for analyzing vehicle test data, comprising:
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means for processing; means for storing; means for compiling a collection of historical test data points which includes at a plurality of operating parameter measurements recorded by an individual vehicle'"'"'s onboard computer, wherein the diagnostic tool and the vehicle are separate but connectable objects; means for correlating each historical test data point with an operating condition to produce entries of a diagnostic case history, grouping the entries of the diagnostic case history by operating condition, and defining a range corresponding to the operating condition of a vehicle type based on the collection of test data points of the entries of the diagnostic case history grouped by operating condition; and means for diagnosing a vehicle component failure mode based on the range corresponding to a failure condition; wherein the operating parameters are selected from the group consisting of;
an ignition switch position, an engine run condition, a throttle position, an engine speed, a vehicle speed, a test equipment connection, a vehicle electrical connection condition, an ambient air temperature, an engine inlet temperature, an engine lubricant pressure, an engine lubricant temperature, an engine lubricant level, an engine coolant temperature, an engine coolant specific gravity, an engine exhaust gas temperature, an engine exhaust gas content, a transmission setting, a brake pedal position, a parking brake position, a brake fluid pressure, a fuel level, a fuel supply pressure, a battery voltage, a battery charging system voltage, a battery charging system current, an ignition voltage, an ignition current, and an engine cylinder compression. - View Dependent Claims (32, 33, 34, 35, 36)
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Specification