Method and apparatus for predicting failures in direct current circuits
10848139 ยท 2020-11-24
Assignee
Inventors
- Douglas S. HIRSH (Skaneateles, NY, US)
- Michael Muehlemann (Liverpool, NY, US)
- Radovan HRINDA (Clark, NJ, US)
Cpc classification
G05B23/0283
PHYSICS
G01R29/02
PHYSICS
G01R31/2849
PHYSICS
G01R31/2858
PHYSICS
G01R31/2837
PHYSICS
International classification
Abstract
A method of monitoring the condition of a circuit comprises establishing a known baseline signal for a type of circuit (each is somewhat different) and defining these characteristics in terms of the lead and trailing edge angular components (@ zero crossing point), the voltage (amplitude), and the period (time length) of the waveform. Ideally, the angular component of the square wave should be vertical, or at 90 degrees to x-axis. The baseline non-regular square wave that is composed of current, voltage, any harmonic thereof, or the combination of these signals which best indicate predictive measurement attributed to the type of circuit being monitored. Future wave forms indicate the rate of decay based upon the aggregated angular, amplitude, and period components of the zero-crossing points when compared to the baseline signal and/or prior waveform of the observed specific splice. The rate of decay can help determine the life expectancy of the circuit.
Claims
1. A method of predicting a life cycle of a DC circuit comprising: a) generating a DC pulse train for a DC circuit, the DC circuit identified to have a life cycle thereof predicted; b) establishing a baseline for the DC circuit in terms of amplitude ratio distortions, period ratio fluctuations, duration ratio variations characteristics at a zero crossing point of the generated DC pulse train; c) monitoring and determining the corresponding ratios of the DC circuit used in step (a), in a zero point crossing region for the DC circuit that has been in service; and d) comparing corresponding ratios of step (a) and step (b) to establish a decay rate analytic curve so that decay rate analytics can be used to establish end of life expectancy and predict estimated time to failure for the DC circuit being monitored.
2. The method of claim 1, such that the DC circuit is stand alone or part of a network of DC circuits within a system.
3. The method of claim 1, wherein for step (d), the decay rate analytic curve indicates a degradation rate of the DC circuit under analysis, and life expectancy of the DC circuit before failure.
4. The method of claim 1 wherein data obtained from step (c) can be utilized to troubleshoot a DC circuit after complete failure.
5. An apparatus adapted for practicing the method of claim 1 comprising a) DC power source, if required, to generate required power; b) a pulse generator to generate a pulse train; c) a pulse invertor to generate a negative pulse train; d) a central processing unit to generate a pulse wave specific to the DC circuit being monitored; e) a memory module for storing pulse waves until the pulse waves are transmitted back to the central processing unit; and f) means for determining ratios and generating an algorithm to produce a decay rate analytical curve, the decay rate analytical curve used to establish end of life expectancy of the DC circuit being monitored for life cycle prediction.
Description
BRIEF DESCRIPTION OF DRAWINGS
(1)
(2)
(3)
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(5)
DETAILED DESCRIPTION OF THE INVENTION
(6) The present invention provides the apparatus and method to measure each of the critical components of a DC circuit, provide combined attribute investigation, complete Time to Failure TTF predictive analysis, and report to remote centralized logistic system for decision process.
(7) With reference to
(8) A memory storage device 105, either common to load or installed as part of upgrade has the ability to store last DC pulse signal 204 for transmission when the circuit is deactivated along the identical wiring harness used for normal system operation.
(9) In a preferred embodiment, synchronized collection of data of the Positive (V+) Leading edge (L.sub.1.sup.@N+, L.sub.2.sup.@N+, . . . , L.sub.1+y.sup.@N+), Negative (V) Leading edge (L.sub.1.sup.@N, L.sub.2.sup.@N, . . . , L.sub.1+y.sup.@N), Positive (V+) Trailing edge (T.sub.1.sup.@N+), T.sub.2.sup.@N+, . . . , T.sub.1+y.sup.@N+), Negative (V) trailing edge (T.sub.1.sup.@N, T.sub.2.sup.@N, . . . , T.sub.1+y.sup.@N), Positive (V+) voltage (dV.sub.1.sup.@N+, dV.sub.2.sup.@N+, dV.sub.1+y.sup.@N+), Negative (V) voltage (dV.sub.1.sup.@N, dV.sub.2.sup.@N, dV.sub.1+y.sup.@N); as well as the number of pulses (1+y) and the DC pulse lengths (T.sub.v1, T.sub.v2, . . . , T.sub.v(1+y)) is retained for each specific circuit under review. The CPU 104 processes the information by hardware, firmware, software or a hybrid combination of these methods as described within. The initial alternating DC pulse signal 203 is compared to the latest DC pulse signal 203 by utilizing the data points described above and a customized algorithm for the circuit under review. The above analysis methodology may be completed by purely analog methods, or a combination of analog and digital methods which achieve the same or similar results.
(10) The DC pulse signal 203 can be generated with an external power source. The DC pulse signal 203, 204 is transmitted while the circuit under test 303 is in an idle state so not to effect normal operations. The generate DC pulse train 203 is specifically tuned to the circuit under analysis and considers the specific components, materials, length, and construction of this individual circuit.
(11) At some time period (P1), these same data points are collected (
(12) The decay rate algorithm is based upon the angular component of the Positive (V+) Leading edge (L.sub.1.sup.@N+, L.sub.2.sup.@N+, . . . , L.sub.1+y.sup.@N+), Negative (V) Leading edge (L.sub.1.sup.@N, L.sub.2.sup.@N, . . . , L.sub.1+y.sup.@N), Positive (V+) trailing edge (T.sub.1.sup.@N+, T.sub.2.sup.@N+, . . . , T.sub.1+y.sup.@N+), Negative (V) trailing edge (T.sub.1.sup.@N, T.sub.2.sup.@N, . . . , T.sub.1+y.sup.@N) and Positive (V+) voltage (dV.sub.1.sup.@N+, dV.sub.2.sup.@N+, dV.sub.1+y.sup.@N+), Negative (V) voltage (dV.sub.1.sup.@N, dV.sub.2.sup.@N, dV.sub.1+y.sup.@N); as well as the number of pulses (1+y) and the DC pulse lengths (T.sub.v1, T.sub.v2, . . . , T.sub.v(1+y)) ratios calculated each measurement cycle when compared to the original state and previous measurement cycle. The algorithm ratios each of the characteristic data set to eliminate abnormalities associate with the components of the DC circuit under review, as these can produce false-positives in the decay curve analysis.
(13) Typical DC circuit ratios may be reflected as such;
EDGE RATIO=Sine(T.sub.1.sup.@N+T.sub.1.sup.@P1+)Sine(L.sub.1.sup.@N+L.sub.1.sup.@P1+)+Sine(T.sub.1.sup.@NT.sub.1.sup.@P1)Sine(L.sub.1.sup.@NL.sub.1.sup.@P1)+Sine(T.sub.2.sup.@N+T.sub.2.sup.@P1+)Sine(L.sub.2.sup.@N+L.sub.2.sup.@P1+)+Sine(T.sub.2.sup.@NT.sub.2.sup.@P1)Sine(L.sub.2.sup.@NL.sub.2.sup.@P1)+ . . . +Sine(T.sub.1+y.sup.@N+T.sub.1+y.sup.@P1+)Sine(L.sub.1+y.sup.@N+L.sub.1+y.sup.@P1+)+Sine(T.sub.1+y.sup.@NT.sub.1+y.sup.@P1)Sine(L.sub.1+y.sup.@NL.sub.1+y.sup.@P1)
PERIOD RATIO=(T.sub.v1.sup.@N1T.sub.v1.sup.@P(x1))/2+(T.sub.v2.sup.P(x1)T.sub.v2@.sup.P(x))/2+(T.sub.v2.sup.@N1T.sub.v2.sup.@P(x1))/2+(T.sub.v2.sup.P(x1)T.sub.v2@.sup.P(x))/2+ . . . +(T.sub.v(1+y).sup.@N1T.sub.v(1+y).sup.@P(x1))/2+(T.sub.v(1+y).sup.P(x1)T.sub.v(1+)@.sup.P(x))/2
AMPLITUDE RATIO=(dV.sub.1.sup.@N+[L.sub.1.sup.@N+]dV.sub.1.sup.@N+[T.sub.1.sup.@N+]+dV.sub.1.sup.@N[L.sub.1.sup.@N]dV.sub.1.sup.@N[T.sub.1.sup.@N])/2+(dV.sub.2.sup.@N+[L.sub.2.sup.@N+]dV.sub.2.sup.@N+[T.sub.2.sup.@N+]+dV.sub.2.sup.@N[L.sub.2.sup.@N]dV.sub.2.sup.@N[T.sub.2.sup.@N])/2+ . . . +(dV.sub.(1+y).sup.@N+[L.sub.(1+y).sup.@N+]dV.sub.(1+y).sup.@N+[T.sub.(1+y).sup.@N+]+dV.sub.(1+y).sup.@N[L.sub.(1+y).sup.@N]dV.sub.(1+y).sup.@N[T.sub.(1+y).sup.@N])/2 Based upon these data ratios, the algorithm can predict the estimated failure point of the circuit. With a typical algorithm weighting the designated ratio after tuning waveform to circuit under review as such;
Output.sub.(algorithm)=Edge Ratio+Period Ratio1.3+Amplitude Ratio0.7 This allows us to normalize the data to produce a predictive decay curve for analysis as depicted in
(14) Multiple algorithm points can be stored for history purposes and may be useful for technical troubleshooting of system integrity.
(15) Once an appropriate baseline is established for a specific DC circuit, a quantitative threshold may be established in order to compute the life expectance of the circuit under review. This life expectancy may be reestablished based upon future analysis and preventative maintenance actions can be scheduled based upon end of life projections.
(16) As such, an invention has been disclosed in terms of preferred embodiments thereof which fulfills each and every one of the objects of the present invention as set forth above and provides a new and improved method and apparatus for predicting the life cycle of a DC circuit.
(17) Of course, various changes, modifications, and alterations from the teachings of the present invention may be contemplated by those skilled in the art without departing from the intended spirit and scope thereof. It is intended that the present invention only be limited by the terms of the appended claim.