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US5394744A
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Fault detection using averaging filter with variable response time
Assignee: Ford Global Technologies LLC
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Filing: 1994-01-05
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Granted: 1995-03-07
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Expires: 2014-01-05
Abstract
Abstract The time needed to verify proper operation of a fault detection system or to verify the impact of the replacement of a component in the system being monitored is reduced without substantial increase in the possibility of false indication of failure or false indication of proper operation by employing a geometric moving average with a variable time constant reset to a minimum value upon initialization and gradually increasing to a maximum value. Motor vehicle systems and components are monitored and a diagnostic indicator annunciates faults to alert the vehicle operator to malfunctions.
Inventors
- 👤 John V. James
- 👤 Timothy M. Feldkamp
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-28 20:00
CPC Classifications
F; F01; F01N; F01N11/00; F01N11/007; F02; F02D; F02D41/00; F02D41/22; G; G01; G01M; G01M15/00; G01M15/04; G01M15/042; G01M15/11; F01N2550/00; F01N2550/02; Y; Y02; Y02T; Y02T10/00; Y02T10/10; Y02T10/40
Claims Analysis
Total Claims: 9
Claim 1
Independent Claim
164 words
A fault detection system for a vehicle comprising: a performance monitor coupled to said vehicle, said performance monitor producing a data stream quantifying a performance parameter of said vehicle, said data stream including random error fluctuations; a geometric filter filtering said data stream to produce a plurality of successive average values, said geometric filter characterized by a time constant to produce said average values, wherein said geometric filter is responsive to an initialization signal to obtain a temporary fast response of said geometric filter, wherein said time constant is initialized to a minimum value in response to said initialization signal and is incremented during successive average values to a maximum value; a comparator comparing said average values with a predetermined threshold and generating a fault signal when one of said average values exceeds said predetermined threshold, wherein said comparator utilizes the same predetermined threshold both prior to and following said initialization; and a diagnostic indicator annunciating a fault in response to said fault signal.
Claim 2
Dependent Claim
164 words
A fault detection system for a vehicle comprising: a performance monitor coupled to said vehicle, said performance monitor producing a data stream quantifying a performance parameter of said vehicle, said data stream including random error fluctuations; a geometric filter filtering said data stream to produce a plurality of successive average values, said geometric filter characterized by a time constant to produce said average values, wherein said geometric filter is responsive to an initialization signal to obtain a temporary fast response of said geometric filter, wherein said time constant is initialized to a minimum value in response to said initialization signal and is incremented during successive average values to a maximum value; a comparator comparing said average values with a predetermined threshold and generating a fault signal when one of said average values exceeds said predetermined threshold, wherein said comparator utilizes the same predetermined threshold both prior to and following said initialization; and a diagnostic indicator annunciating a fault in response to said fault signal.
Claim 3
Dependent Claim
26 words
The system of claim 1 wherein said time constant is increased by a predetermined step size for successive average values until said maximum value is reached.
Claim 4
Dependent Claim
38 words
The system of claim 1 wherein said geometric filter produces an initialization average value equal to a predetermined constant and wherein said first average value to be determined after initialization includes a contribution from said initialization average value.
Claim 5
Dependent Claim
26 words
The system of claim 1 wherein said first average value to be determined after initialization includes a contribution from an average value determined prior to initialization.
Claim 6
Independent Claim
131 words
A method of fault detection for a vehicle comprising the steps of: monitoring a performance parameter of said vehicle to generate a data stream quantifying said performance parameter; initializing a time constant to a minimum value; filtering said data stream with a geometric filter to produce an average value in accordance with said time constant; comparing said average value with a predetermined threshold; generating a fault signal if said average value exceeds said predetermined threshold; incrementing said time constant by a predetermined step size and then repeating said filtering, comparing, and generating steps; repeating said incrementing, filtering, comparing, and generating steps until said time constant reaches a maximum value; and repeating said filtering, comparing, and generating steps using said maximum value for said time constant until said initializing step is repeated.
Claim 7
Independent Claim
131 words
A method of fault detection for a vehicle comprising the steps of: monitoring a performance parameter of said vehicle to generate a data stream quantifying said performance parameter; initializing a time constant to a minimum value; filtering said data stream with a geometric filter to produce an average value in accordance with said time constant; comparing said average value with a predetermined threshold; generating a fault signal if said average value exceeds said predetermined threshold; incrementing said time constant by a predetermined step size and then repeating said filtering, comparing, and generating steps; repeating said incrementing, filtering, comparing, and generating steps until said time constant reaches a maximum value; and repeating said filtering, comparing, and generating steps using said maximum value for said time constant until said initializing step is repeated.
Claim 8
Dependent Claim
39 words
The method of claim 5 further comprising the step of setting an initialization average value to a predetermined constant, wherein the first average value to be determined after said initializing step includes a contribution from said initialization average value.
Claim 9
Dependent Claim
30 words
The method of claim 5 wherein the first average value to be determined after said initializing step includes a contribution from an average value determined prior to said initializing step.
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1998-03-06 | 1998-09-05 | 1999-03-07 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2002-03-06 | 2002-09-05 | 2003-03-07 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2006-03-06 | 2006-09-05 | 2007-03-07 | $7700.00 | Window Closed / Lapsed |