Method and apparatus for generating motor current spectra to enhance motor system fault detection

• US 5,461,329 A
• Filed: 03/25/1994
• Issued: 10/24/1995
• Est. Priority Date: 01/21/1992
• Status: Expired due to Fees

• Current Assignee: Martin Marietta Energy Systems, Inc.
• Original Assignee: Martin Marietta Energy Systems, Inc.
• Inventors: Lyster, Carl T., Linehan, Daniel J., Bunch, Stanley L.
• Primary Examiner(s): Karlsen, Ernest F.
• Application Number:
  US08/218,966
• Time in Patent Office: 578 Days
• Field of Search: 324/772, 324/537, 324/545, 324/546, 364/726, 364/576
• US Class Current: 324/765.01
• CPC Class Codes: G01R 31/343 in operation

Abstract

A method and circuitry for sampling periodic amplitude modulations in a nonstationary periodic carrier wave to determine frequencies in the amplitude modulations. The method and circuit are described in terms of an improved motor current signature analysis. The method insures that the sampled data set contains an exact whole number of carrier wave cycles by defining the rate at which samples of motor current data are collected. The circuitry insures that a sampled data set containing stationary carrier waves is recreated from the analog motor current signal containing nonstationary carrier waves by conditioning the actual sampling rate to adjust with the frequency variations in the carrier wave. After the sampled data is transformed to the frequency domain via the Discrete Fourier Transform, the frequency distribution in the discrete spectra of those components due to the carrier wave and its harmonics will be minimized so that signals of interest are more easily analyzed.

Claims

1. A method for motor current signature analysis to determine frequencies in perturbations within the current, the current having a sinusoidal nonstationary carrier wave frequency, said method comprising the steps:

deriving an analog signal related to said current having the non-stationary carrier wave containing the perturbations;

selecting a resolution value, R, for analysis of a discrete data set;

selecting a desired sampling rate, f_samp, that is at least twice a maximum frequency to be analyzed in said frequencies in said perturbations;

calculating an actual sampling rate, f'"'"'_samp, that is close to said desired sampling rate, said actual sampling rate being equal to a product of the carrier wave frequency, f_carrier, multiplied by a selected number of samples, m, divided by a selected number of cycles of the carrier wave, where the number of cycles is a whole number;

producing from said actual sampling rate, f'"'"'_samp, a dynamically adjusted sampling rate which varies according to frequency variations in the nonstationary carrier wave;

sampling said analog signal said selected number of times, m, at said dynamically adjusted sampling rate to create said discrete data set containing a stationary carrier wave form having said exact whole number of cycles;

performing Discrete Fourier Transform of said discrete data set at said selected resolution value, R, and said dynamically adjusted sampling rate and

analyzing a result of said Discrete Fourier Transform of said discrete data set for frequencies of the perturbations.

2. The method of claim 1 wherein said step of deriving said analog signal is achieved by inserting a differential transformer in a current lead to the motor, with an output of said differential transformer providing said analog signal having the non-stationary carrier wave frequency containing the perturbations.

3. The method of claim 1 wherein said step of producing said adjusted sampling rate according to changes in frequency of the carrier wave is achieved by inputting said analog signal into both an analog-to-digital converter and a variable frequency clock generator, with an output clock signal from said clock generator triggering collection of samples of said analog signal by said analog-to-digital converter.

4. The method of claim 1 wherein said step of producing said adjusted sampling rate according to changes in frequency of the carrier wave is achieved by inputting said analog signal into both an analog-to-digital convertor and a phase comparitor, a dc output of said phase comparitor feeding an input to a voltage controlled oscillator preset to a selected frequency, with an output of said voltage controlled oscillator both triggering operation of said analog-to-digital convertor and inputting to said phase comparitor, whereby detection of a phase difference, due to frequency changes in said carrier wave, by said phase comparitor causes said dc output of said phase comparitor to change accordingly thereby causing said output of said voltage controlled oscillator to change frequency for triggering collection of said samples of said analog signal by said analog-to-digital converter.

5. The method of claim 4 wherein said preset frequency of said voltage controlled oscillator is said sampling frequency, f'"'"'_samp, wherein said analog signal is primarily 60 Hz and is conditioned with a full wave rectifier and a Schmitt trigger to produce a square wave signal of 120 Hz to said phase comparitor, and wherein said output of said voltage controlled oscillator is divided to achieve said 120 Hz for inputting to said phase comparitor.

6. The method of claim 4 further comprising the step monitoring said output of said phase comparitor for instabilities of said voltage controlled oscillator due to extreme fluctuations of frequency of the carrier wave, and providing an output error signal when said instabilities are determined.

7. A method for motor current signature analysis to determine frequencies in perturbations within the current, the current having a sinusoidal nonstationary carrier wave, said method comprising the steps:

deriving, with a differential transformer inserted into a lead to the motor, an analog signal related to said current having the non-stationary carrier wave containing the perturbations;

selecting a resolution value, R, for analysis of a discrete data set;

selecting a desired sampling rate, f_samp, that is at least twice a maximum frequency to be analyzed in said frequencies in said perturbations;

calculating an actual sampling rate, f'"'"'_samp, close to said desired sampling rate, f_samp, said actual sampling rate, f'"'"'_samp, being equal to a product of the carrier wave frequency, f_carrier, multiplied by a selected number of samples, m, divided by a selected number of cycles of the carrier wave, where the number of cycles is a whole number;

producing from said actual sampling rate, f'"'"'_samp, a dynamically adjusted sampling rate which varies according to frequency variations in the nonstationary carrier wave, said dynamically adjusted sampling rate achieved by inputting said analog signal into both an analog-to-digital converter and a variable frequency clock generator, with an output clock signal from said clock generator triggering collection of samples of said analog signal by said analog-to-digital converter according to variations in frequency of the carrier wave;

sampling said analog signal said selected number of times, m, at said dynamically adjusted sampling rate to create said discrete data set containing a stationary carrier wave form having said exact whole number of cycles;

performing Discrete Fourier Transform of said discrete data set at said selected resolution value, R, and said dynamically adjusted sampling rate; and

analyzing a result of said Discrete Fourier Transform of said discrete data set for frequencies of the perturbations.

8. The method of claim 7 wherein said inputting into a clock generator comprises inputting of said analog signal into a phase comparitor, a dc output of said phase comparitor feeding an input to a voltage controlled oscillator preset to a selected frequency, with an output of said voltage controlled oscillator both triggering said analog-to-digital convertor and inputting to said phase comparitor, whereby detection of a phase difference, due to frequency changes in said carrier wave, by said phase comparitor causes said dc output of said phase comparitor to change accordingly thereby causing said output of said voltage controlled oscillator to change frequency for triggering said analog-to-digital convertor.

9. The method of claim 8 wherein said preset frequency of said voltage controlled oscillator is said sampling frequency, f'"'"'_samp, wherein said analog signal is primarily 60 Hz and is conditioned with a full wave rectifier and a Schmitt trigger to produce a square wave signal of 120 Hz to said phase comparitor, and wherein said output of said voltage controlled oscillator is divided to achieve said 120 Hz prior to inputting to said phase comparitor.

10. The method of claim 7 further comprising the step of monitoring said output of said phase comparitor for instabilities of said voltage controlled oscillator due to extreme fluctuations of frequency of the carrier wave, and providing an output error signal when said instabilities are determined.

11. A method for motor current signature analysis to determine frequencies in perturbations within the current, the current having a sinusoidal nonstationary carrier wave, said method comprising the steps:

deriving, with a differential transformer inserted into a lead to the motor, an analog signal related to said current having the nonstationary carrier wave;

containing the perturbations;

selecting a resolution value, R, for analysis of a discrete data set;

selecting a desired sampling rate, f_samp, that is at least twice a maximum frequency to be analyzed in said frequencies in said perturbations;

calculating an actual sampling rate, f'"'"'_samp, close to said desired sampling rate, f_samp, said actual sampling rate, f'"'"'_samp, being equal to a product of the carrier wave frequency, f_carrier, multiplied by a selected number of samples, m, divided by a selected number of cycles of the carrier wave, where the number of cycles is a whole number;

producing from said actual sampling rate, f'"'"'_samp, a dynamically adjusted sampling rate which varies according to frequency variations in the nonstationary carrier wave, said dynamically adjusted sampling rate achieved by inputting said analog signal into both an analog-to-digital convertor and a phase comparitor, a dc output of said phase comparitor feeding an input to a voltage controlled oscillator preset to a selected frequency, with an output of said voltage controlled oscillator both triggering operation of said analog-to-digital convertor and inputting said phase comparitor, whereby detection of a phase difference, due to frequency changes in said carrier wave, by said phase comparitor causes said dc output of said phase comparitor to change accordingly thereby causing said output of said voltage controlled oscillator to change frequency for triggering said analog-to-digital convertor;

sampling said analog signal said selected number of times, m, at said dynamically adjusted sampling rate to create said discrete data set containing a stationary carrier wave form having said exact whole number of cycles;

performing Discrete Fourier Transform of said discrete data set at said selected resolution value, R, and said dynamically adjusted sampling rate; and

analyzing a result of said Discrete Fourier Transform of said discrete data set for frequencies of the perturbations.

12. The method of claim 11 wherein said preset frequency of said voltage controlled oscillator is said actual sampling frequency, f'"'"'_samp, wherein said analog signal is primarily 60 Hz and is conditioned with a full wave rectifier and a Schmitt trigger to produce a square wave signal of 120 Hz to said phase comparitor, and wherein said output of said voltage controlled oscillator is divided to achieve said 120 Hz prior to inputting to said phase comparitor, said method further comprising the step of monitoring said output of said phase comparitor for instabilities of said voltage controlled oscillator due to extreme fluctuations of frequency of the carrier wave, and providing an output error signal when said instabilities are determined.