Method and apparatus for indicating a fault condition

• US 5,561,610 A
• Filed: 06/30/1994
• Issued: 10/01/1996
• Est. Priority Date: 06/30/1994
• Status: Expired due to Fees

• Current Assignee: Caterpillar Incorporated
• Original Assignee: Caterpillar Incorporated
• Inventors: Schricker, David R., Shetty, Satish M.
• Primary Examiner(s): Cosimano, Edward R.
• Application Number:
  US08/268,693
• Time in Patent Office: 824 Days
• Field of Search: 340/679, 340/680, 364/550, 364/551.01, 364/551.02
• US Class Current: 702/185
• CPC Class Codes: G01D 3/08 with provision for safeguarding the apparatus, e.g. against abnormal operation, against breakdown

Abstract

An apparatus is provided for indicating a fault condition in a machine having a plurality of parameters each having levels being dependent upon machine performance. The apparatus includes a sensor adapted to produce an electrical signal in response to the level of one of the of parameters; and a processor for identifying a trend in the parameter level in response to the electrical signal, calculating the duration and slope of the trend; and determining whether a first warning threshold is exceeded in response to the duration and slope of the trend, the first warning threshold being a function of duration and slope.

Claims

1. An apparatus for indicating a fault condition, comprising:

a machine having a plurality of parameters having levels being dependent upon machine performance;

a sensor connected to said machine and adapted to produce an electrical signal in response to the level of one of said plurality of parameters;

means for automatically identifying a beginning and an end of a trend of said parameter level in response to said electrical signal, said means for automatically identifying reducing the likelihood of premature termination of line segment due to aberrant point;

means for calculating the duration and slope of said trend; and

means for determining whether a first warning threshold is exceeded in response to the duration and slope of said trend, said first warning threshold being a function of duration and slope, wherein if said first warning threshold is exceeded, a fault is indicated.

2. An apparatus, as set forth in claim 1, including means for obtaining a significance factor, said significance factor being a function of duration and slope, said significance factor being indicative of said parameter level and wherein said first warning threshold is a function of said significance factor.

3. An apparatus, as set forth in claim 1, including means for determining whether a second warning threshold is exceeded in response to the duration and slope of said trend, said second warning threshold being a function of duration and slope, wherein if said first warning threshold is exceeded, a fault is indicated.

4. An apparatus, as set forth in claim 3, including means for obtaining a significance factor, said significance factor being a function of duration and slope, said significance factor being indicative of said parameter level and wherein said second warning threshold is a function of said significance factor.

5. An apparatus, as set forth in claim 1, including means for transmitting said electrical signals to a remote base station.

6. An apparatus, as set forth in claim 5, wherein said means for identifying said trend, said means for calculating the duration and slope of said trend, and said means for determining whether said first warning threshold is exceeded are located at said remote base station.

7. An apparatus, as set forth in claim 1, wherein said means for determining whether said first warning threshold is exceeded includes means for obtaining a significance factor in response to the duration and slope of said trend.

8. An apparatus, as set forth in claim 7, including means for obtaining a weighting factor indicative of the distance of said parameter level from one of a mean value and a warning level and wherein said means for determining whether said first warning threshold is exceeded includes means for multiplying said weighting factor by said significance factor.

9. An apparatus for indicating a fault condition, comprising:

a machine having a plurality of parameters having levels being dependent upon machine performance;

a sensor connected to said machine and adapted to produce an electrical signal in response to the level of one of said plurality of parameters;

means for automatically obtaining a beginning and an end of a line segment in response to a plurality of points defined by said electrical signal, said means for automatically obtaining reducing the likelihood of premature termination of the line segment due to aberrant points;

means for calculating the duration and slope of said line segment; and

means for determining whether a first warning threshold is exceeded in response to the duration and slope of said line segment, said first warning threshold being a function of duration and slope, wherein if said first warning threshold is exceeded, a fault is indicated.

10. An apparatus, as set forth in claim 9, wherein said means for obtaining a line segment includes means for obtaining a best-fit line in response to a first subset of parameter data and for determining whether a second subset of parameter data deviates from said best-fit line by more than a predefined tolerance.

11. A method for indicating a fault condition, comprising the steps of:

operating a machine;

sensing a machine parameter having a level being dependent upon machine performance and responsively producing an electrical signal in response to the level of said parameter;

automatically identifying a beginning and an end of a trend in the parameter level in response to the electrical signal, thereby reducing the likelihood of premature termination of line segment due to aberrant points;

calculating the duration and slope of the trend; and

determining whether a first warning threshold is exceeded in response to the duration and slope of the trend, the first warning threshold being a function of duration and slope, wherein if said first warning threshold is exceeded, a fault is indicated.

12. A method, as set forth in claim 11, including the step of obtaining a significance factor, said significance factor being a function of duration and slope, said significance factor being indicative of said parameter level and wherein the first warning threshold is a function of said significance factor.

13. A method, as set forth in claim 11, including the step of determining whether a second warning threshold is exceeded in response to the duration and slope of the trend, the second warning threshold being a function of duration and slope, wherein if said second warning threshold is exceeded, a fault is indicated.

14. A method, as set forth in claim 13, including the step of determining a significance factor, said significance factor being a function of duration and slope, said significance factor being indicative of said parameter level and wherein the second warning threshold is a function of said significance factor.

15. A method, as set forth in claim 11, wherein said step of determining whether the first warning threshold is exceeded includes the step of obtaining a significance factor in response to the duration and slope of the trend.

16. A method, as set forth in claim 15, including the step of obtaining a weighting factor indicative of the distance of the parameter level from a warning level and wherein said step of determining whether the first warning threshold is exceeded includes the step of multiplying the weighting factor by the significance factor.