Reliability and maintainability indicator

• US 4,707,796 A
• Filed: 08/13/1986
• Issued: 11/17/1987
• Est. Priority Date: 10/19/1983
• Status: Expired due to Fees

• Current Assignee: Chun Hsu, John A. Calabro, Salvatore R. Calabro
• Original Assignee: Chun Hsu, John A. Calabro, Salvatore R. Calabro
• Inventors: Hsu, Chun, Calabro, Salvatore R., Calabro, John A.
• Primary Examiner(s): Lall, Parshotam S.
• Application Number:
  US06/894,759
• Time in Patent Office: 461 Days
• Field of Search: 364/552, 364/569, 364/551, 364/577, 364/550, 364/554, 364/506, 364/507, 364/492, 73/116, 73/117.3, 290/52
• US Class Current: 702/34
• CPC Class Codes: G06F 11/008 Reliability or availability analysis
• CPC Class Codes: G07C 3/00 Registering or indicating the condition or the working of machines or other apparatus, other than vehicles

Abstract

A Reliability and Maintainability Indicator (RAMI) is disclosed which effectively predicts the remaining time of operation of a system, equipment, component, or device before it would fail to perform its intended functions. The ability of RAMI to predict the remaining time of operation before failure is accomplished by having key parameters of an equipment monitored by applicable transducers to sense measurands periodically over a period of time. Then, these measurands are analyzed to project when they would reach pre-established limits which would indicate equipment failure or serious degradation resulting in the equipment failing to perform its intended functions.

A micro-processor based computer is used to analyze the measurands, as required, and correlates them, by means of mathematical extropolation to obtain the time at which failure, or a pre-established limit of degradation of the equipment is expected to occur. Visual and audio means are provided to indicate that the monitored equipment is operating properly or that a pre-determined degree of degradation has occured or is expected to occur by a given time.

Claims

1. A method for predicting the time remaining for individual equipment to fail, comprising the steps of:

(1) sampling at predetermined times the output signal of at least one transducer monitoring at least one key operating parameter of said equipment;

(2) computing at given sampling times the slope of the curve formed by said output signal versus time;

(3) extrapolating from said slope the remaining time for said operating parameter to cause said output signal to increase to a known amplitude representative of a failure condition for said equipment, the extrapolated time being indicative of the remaining time to failure; and

(4) successively repeating steps (2) and (3) as said curve is generated, whereby said extrapolated time continues to reflect the slope of the said curve as said slope changes.

2. The method of claim 1 further including the steps of:

(5) repeating steps (1) through (4) until the extrapolated time to failure reduces to a predetermined minimum value; and

(6) activating an alarm mechanism for either one or a combination of automatically shutting down said equipment, or operating an alarm alerting an operator to take corrective action.

3. The method of claim 1, wherein step (2) further includes the step of dividing the change in amplitude by the change in time occurring between first and second sampling times, for obtaining the slope.

4. The method of claim 1, wherein step (3) further includes the step of computing the time to failure T from the following equation:

##EQU2## where V_F is the level of said output signal indicative of failure of said equipment, V_n is the level of said output signal at one sampling time, V_n-1 is the level of said output signal at another sampling time previous to said one sampling time, and Δ

t is the period of time elapsed between the times of occurrence of said one and previous sampling times.

5. The method of claim 1, further including the step of selectively printing out the extrapolated times to failure.

6. The method of claim 1, further including the step of storing each extrapolated time to failure.

7. The method of claim 6, further including the step of selectively displaying each extrapolated time to failure.

8. A system for providing an early warning indicator of impending equipment failure for an individual one out of a population of similar equipment, without requiring statistical analysis of the failure modes of populations of similar equipment, the improvement comprising:

at least one transducer means connected to said equipment, for providing an output signal having a magnitude analogous to the operating condition of at least one key parameter of said equipment;

sampling means for sampling said output signal at predetermined times;

computing means receptive of the sampled portions of said output signal, for computing the slope of the curve formed by said output signal versus time at predetermined sampling times;

extrapolation means for computing from the slope of said curve at a given sampling time, the expected time, T_F remaining for the level of said output signal to reach a predetermined level where said equipment is expected to fail or degrade in performance; and

means for successively recomputing the said slope of the output signal versus time curve as said curve is generated, whereby said extrapolated expected time T_F reflects the slope of the said curve as said slope changes.

9. The system of claim 8, further including:

a plurality of said transducer means connected to said equipment, each for monitoring a different key operating parameter of said equipment;

said sampling means including means for sampling the output signals from each one of said plurality of transducer means at different sampling times;

said computing means including means for computing the slopes of the curves formed by said output signals versus time at said sampling times, respectively; and

said extrapolator means including means for computing from the slopes of said curves at given sampling times, the expected time remaining for the levels of said output signals, resectively, to attain levels known to be indicative of equipment failure or performance degradation.

10. The system of claim 9, further including:

means connected to said extrapolation means for visually displaying selected ones of the computed expected times to failure.

11. The system of claim 9, further including:

alarm means receptive of the time(s) remaining to failure for giving either one or a combination of audio or visual indicators that predetermined limits for the times remaining to failure, respectively, have been attained.

12. The system of claim 9, further including:

signal conditioning means receptive of said output signals for both amplifying and normalizing each one of said output signals;

multiplexer means receptive of said normalized output signals from said signal conditioning means, for multiplexing the signals onto a single output bus; and

local processing computer means connected to said output bus of said multiplexer means, said computer means including said computing means and said extrapolating means, for processing said normalized output signals to obtain the expected times remaining to failure relative to the monitored key operating parameters, respectively.