WO2000020878A1 - Motor winding contamination detector and detection - Google Patents

Motor winding contamination detector and detection Download PDF

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Publication number
WO2000020878A1
WO2000020878A1 PCT/US1999/021919 US9921919W WO0020878A1 WO 2000020878 A1 WO2000020878 A1 WO 2000020878A1 US 9921919 W US9921919 W US 9921919W WO 0020878 A1 WO0020878 A1 WO 0020878A1
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WO
WIPO (PCT)
Prior art keywords
current
contamination
noise
criteria
spectral analysis
Prior art date
Application number
PCT/US1999/021919
Other languages
French (fr)
Inventor
Gerald Burt Kliman
Robert Henry Rehder
Original Assignee
General Electric Company
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by General Electric Company filed Critical General Electric Company
Priority to CA002313180A priority Critical patent/CA2313180C/en
Priority to AU60564/99A priority patent/AU6056499A/en
Priority to AT99970165T priority patent/ATE312358T1/en
Priority to DE69928767T priority patent/DE69928767T2/en
Priority to EP99970165A priority patent/EP1046044B1/en
Priority to MXPA00005627A priority patent/MXPA00005627A/en
Priority to JP2000574944A priority patent/JP2002527027A/en
Publication of WO2000020878A1 publication Critical patent/WO2000020878A1/en

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Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/34—Testing dynamo-electric machines

Definitions

  • This invention relates generally to the field of detecting motor conditions, and more particularly to detecting motor contamination conditions.
  • Ground fault detectors are often employed to trip a machine when significant current flows to ground due to actual insulation failure. Otherwise PDA (Partial Discharge Analysis) may be used to detect the presence of contamination, but very special (and usually expensive) instrumentation is needed.
  • PDA Partial Discharge Analysis
  • the invention herein disclosed relates to a motor winding contamination detector which includes a current transformer comprising a magnetic core and a sensing coil wound about the magnetic core.
  • the motor phase leads pass through a window of the core.
  • the detector also includes processing means to process a sub-trip level current from the sensing coil to detect at least one of: a trend contamination signature, a leakage contamination signature, and a clustering contamination signature.
  • An alarm is generated when predetermined alarm generation criteria have been met, the alarm generation criteria being functions of at least one of the contamination signatures.
  • the zero sequence current is used as an indicator of currents flowing to ground as a result of contamination of the windings
  • FIG. 1 is a schematic illustration of the contamination detector of the invention.
  • FIG. 2 is an illustration showing proper placement of the three phase leads within the detector core window of FIG. 1.
  • FIG. 3 is a flowchart illustrating how the detector signal is processed to detect contamination.
  • the contamination detector of the invention may look like a ground fault detector based on line currents. As shown in FIG. 1 , all three phase leads 10 between motor 11 and power line 15 are brought through the window of current transformer 12 comprising magnetic core 13 and sense coil 14. As long as there is no current flowing to ground there will be no flux induced in core 13 and no signal will appear on sense coil 14. Since detecting contamination requires much greater sensitivity than detecting a ground fault, care must be taken to place leads 10 symmetrically within window 21 of core 13, and not too close to core 13, as shown in FIG. 2.
  • the signal from sense coil 14 is used to trip a circuit breaker when a predetermined level of ground current is exceeded. According to the invention, however, it is desired that motor 11 remain protected and energized, but that a contamination warning be given when a contamination situation is detected. Hence the conventional ground fault trip level is retained at normal levels for real faults, but sub-trip current from coil 14 is further processed by a processor 16 and examined closely for contamination signatures which are used to trigger an alarm 304.
  • the sense coil signal is processed differently than for ground faults.
  • Three processing methods, indicated by #1 , #2 and #3 in FIG. 3, are employed independently, or in desired combination. In all methods, the current in sense coil 14 is first amplified 300 prior to further processing.
  • the first (level and rise) method is simply to look for smaller currents, with greater sensitivity, but taking much more time. Although detection speed is slower, this does not pose a problem, as the rapid detection speeds required for ground faults are not of concern for contamination. This may be done by a variety of filtering and averaging techniques 301 to improve the signal-to-noise ratio, and by trending 302 the resulting output signal level. Then, a functional combination of predetermined absolute level and rate of rise criteria may be used to initiate a contamination alarm 304.
  • the second and third methods depend on first separating out the (60 Hz.) line frequency component 305 to improve dynamic range and examining the spectrum of the remaining signal 306 using high gains.
  • the resulting signal due to a sub-critical leakage path, will be intermittent and noisy in a manner somewhat similar to arcing faults.
  • application of the Dempster-Shafer algorithm 307- or a similar function of intermittency and noise - may be used, as in the Digital Feeder Monitor (DFM), to generate alarm 304.
  • DFM Digital Feeder Monitor
  • the Digital Feeder Monitor (DFM), a high-impedance fault detection and monitoring system, is a product of General Electric (GE) Power Management Department, Malvern, PA.)
  • normal patterns of low level ground current noise spectra may be learned, via a clustering process 308 as in bearing deterioration monitoring and broken bar detection.
  • a clustering process 308 See, e.g., Yazici, B., Kliman, G. B., Premerlani, W. J., Koegl, R. A., Robinson, G.
  • the three methods of signal processing disclosed above can be used independently of one another to generate alarm 304. Alternatively, these methods can produce input signals to a post-processing algorithm 309 which initiates alarm 304 as a function of detection information acquired from two, or all three, of these methods.
  • the invention rriay be integrated, for example, as a feature of digital motor production relays.

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Testing Of Short-Circuits, Discontinuities, Leakage, Or Incorrect Line Connections (AREA)
  • Protection Of Generators And Motors (AREA)
  • Tests Of Circuit Breakers, Generators, And Electric Motors (AREA)

Abstract

A method and apparatus for detecting motor contamination utilizes zero-sequence currents in a sensing coil to detect contamination. The detector includes a current transformer comprised of a magnetic core and a sensing coil wound about the core. A processor processes a sub-trip level current from the sensing coil to detect contamination. Three contamination detection methods, which may be used separately or in desired combination, are based on current trends, current leakage, and current clustering. An alarm is triggered when predetermined alarm criteria have been met.

Description

MOTOR WINDING CONTAMINATION DETECTOR AND DETECTION
FIELD OF THE INVENTION
This invention relates generally to the field of detecting motor conditions, and more particularly to detecting motor contamination conditions.
BACKGROUND OF THE INVENTION
When dust or other contaminants -- especially combined with high humidity - build up on the windings of high voltage machines, the electric field distributions may be distorted to the point of breakdown between sections of the winding or connections at different voltages. With downsized maintenance organizations, cleaning of the windings is often neglected, leading to problems of this nature.
Ground fault detectors are often employed to trip a machine when significant current flows to ground due to actual insulation failure. Otherwise PDA (Partial Discharge Analysis) may be used to detect the presence of contamination, but very special (and usually expensive) instrumentation is needed.
It would be desirable to provide a low cost, on-line, continuous monitor that can be integrated into normal motor protection relays that will warn of dangerous levels of contamination so that action may be taken to clean the windings as needed.
SUMMARY OF THE INVENTION
The invention herein disclosed relates to a motor winding contamination detector which includes a current transformer comprising a magnetic core and a sensing coil wound about the magnetic core. The motor phase leads pass through a window of the core. The detector also includes processing means to process a sub-trip level current from the sensing coil to detect at least one of: a trend contamination signature, a leakage contamination signature, and a clustering contamination signature. An alarm is generated when predetermined alarm generation criteria have been met, the alarm generation criteria being functions of at least one of the contamination signatures. The zero sequence current is used as an indicator of currents flowing to ground as a result of contamination of the windings
BRIEF DESCRIPTION OF THE DRAWING
FIG. 1 is a schematic illustration of the contamination detector of the invention.
FIG. 2 is an illustration showing proper placement of the three phase leads within the detector core window of FIG. 1.
FIG. 3 is a flowchart illustrating how the detector signal is processed to detect contamination.
DETAILED DESCRIPTION OF THE INVENTION
Superficially, the contamination detector of the invention may look like a ground fault detector based on line currents. As shown in FIG. 1 , all three phase leads 10 between motor 11 and power line 15 are brought through the window of current transformer 12 comprising magnetic core 13 and sense coil 14. As long as there is no current flowing to ground there will be no flux induced in core 13 and no signal will appear on sense coil 14. Since detecting contamination requires much greater sensitivity than detecting a ground fault, care must be taken to place leads 10 symmetrically within window 21 of core 13, and not too close to core 13, as shown in FIG. 2.
For ordinary fault detection, the signal from sense coil 14 is used to trip a circuit breaker when a predetermined level of ground current is exceeded. According to the invention, however, it is desired that motor 11 remain protected and energized, but that a contamination warning be given when a contamination situation is detected. Hence the conventional ground fault trip level is retained at normal levels for real faults, but sub-trip current from coil 14 is further processed by a processor 16 and examined closely for contamination signatures which are used to trigger an alarm 304.
For sub-trip contamination current, the sense coil signal is processed differently than for ground faults. Three processing methods, indicated by #1 , #2 and #3 in FIG. 3, are employed independently, or in desired combination. In all methods, the current in sense coil 14 is first amplified 300 prior to further processing.
The first (level and rise) method is simply to look for smaller currents, with greater sensitivity, but taking much more time. Although detection speed is slower, this does not pose a problem, as the rapid detection speeds required for ground faults are not of concern for contamination. This may be done by a variety of filtering and averaging techniques 301 to improve the signal-to-noise ratio, and by trending 302 the resulting output signal level. Then, a functional combination of predetermined absolute level and rate of rise criteria may be used to initiate a contamination alarm 304.
The second and third methods depend on first separating out the (60 Hz.) line frequency component 305 to improve dynamic range and examining the spectrum of the remaining signal 306 using high gains. The resulting signal, due to a sub-critical leakage path, will be intermittent and noisy in a manner somewhat similar to arcing faults. Hence, in the second (contamination) method, application of the Dempster-Shafer algorithm 307- or a similar function of intermittency and noise - may be used, as in the Digital Feeder Monitor (DFM), to generate alarm 304. (See, e.g., Gordon, J. and Shortliffe, E. H., The
Dempster-Shafer Theory of Evidence, in "Rule-Based Expert Systems: The
MYCIN Experiments of the Stanford Heuristic Programming Project," Buchanan,
G. G. and Shortliffe, E. H., ed., Addison Wesley, 1984. The Digital Feeder Monitor (DFM), a high-impedance fault detection and monitoring system, is a product of General Electric (GE) Power Management Department, Malvern, PA.)
Alternatively, in the third (clustering) method, normal patterns of low level ground current noise spectra may be learned, via a clustering process 308 as in bearing deterioration monitoring and broken bar detection. (See, e.g., Yazici, B., Kliman, G. B., Premerlani, W. J., Koegl, R. A., Robinson, G. B., and Abdel-Malek, A, An Adaptive On-line Statistical Method for Bearing Fault Detection Using Stator Current, in "Proceedings of the IEEE/IAS Industry Applications Society Annual Meeting," New Orleans, Louisiana, October 5-9, 1997.) The appearance of patterns or clusters outside of the normal or baseline patterns or clusters, based on a predetermined functional relationship between normal and observed patterns, may then be used to initiate alarm 304. Since the actual voltage applied to the windings will affect the nature of the discharges, the normal states may be mapped as a function of voltage V (310) as in a turn-to-turn fault detector. (See, e.g., commonly-invented, commonly-assigned U.S. Patent 5,514,978.)
Since only signals of frequency under 1 kHz need be examined to detect contamination, conventional current and potential transformers may be employed. In fact the invention can be implemented as an "add-on" to an existing ground fault detectors, for lowest cost.
The three methods of signal processing disclosed above can be used independently of one another to generate alarm 304. Alternatively, these methods can produce input signals to a post-processing algorithm 309 which initiates alarm 304 as a function of detection information acquired from two, or all three, of these methods.
The invention rriay be integrated, for example, as a feature of digital motor production relays.
While only certain preferred features of the invention have been illustrated and described, many modifications and changes will occur to those skilled in the art. It is, therefore, to be understood that the appended claims are intended to cover all such modifications and changes as fall within the true spirit of the invention.

Claims

WHAT IS CLAIMED IS:
1. A motor winding contamination detector, comprising:
a current transformer comprising a magnetic core and a sensing coil wound about said magnetic core, wherein phase leads of a motor for which winding contamination is to be detected pass through a window of said core;
processing means to process a sub-trip level current from said sensing coil to detect at least one of: a trend contamination signature, a leakage contamination signature, and a clustering contamination signature; and
alarm means for generating an alarm when predetermined alarm generation criteria have been met, said alarm generation criteria being functions of at least one of the contamination signatures.
2. The detector of claim 1 , wherein said processing means comprises:
amplification means for amplifying said sub-trip level current into an amplified current;
filtering and averaging means to improve signal-to-noise ratio of said amplified current so as to result in a noise-reduced improved current; and
trend detection and determination means to determine whether trends in said noise-reduced improved current, over time, meet predetermined trend contamination criteria that are functions of absolute level and rate of rise in said noise-reduced improved current, so that a trend contamination signature is detected when said predetermined trend contamination criteria are met.
3. The detector of claim 1 , wherein said processing means comprises:
amplification means for amplifying said sub-tπp level current into an amplified current;
separation means for removing a line frequency component from said amplified current so as to result in a dynamically-improved current;
spectral analysis means for providing a current spectral analysis of said dynamically-improved current using high gains; and
leakage detection and determination means (307) to detect and determine whether said current spectral analysis meets predetermined leakage contamination criteria which are functions of intermittency and noise in said current spectral analysis, so that a leakage contamination signature is detected when said predetermined leakage contamination criteria are met.
4. The detector of claim 1 , wherein said processing means comprises:
amplification means for amplifying said sub-trip level current into an amplified current;
separation means for removing a line frequency component from said amplified current so as to result in a dynamically-improved current;
spectral analysis means for producing a current spectral analysis of said dynamically-improved current using high gains; and
clustering detection and determination means for analyzing normal patterns of low level ground current noise for an uncontaminated winding as a function of voltage applied to the winding, detecting and comparing observed patterns of low level ground current noise to said normal patterns, and determining whether said current spectral analysis meets predetermined clustering contamination criteria which are functions of a relationship between said normal patterns and said observed patterns, so that a clustering contamination signature is detected when said predetermined clustering contamination criteria are met.
5. The detector of claim 1 , wherein said phase leads of said current transformer are situated symmetrically within said window of said core.
6. A method for detecting contamination in a motor winding, comprising the steps of:
passing phase leads of a motor for which winding contamination is to be detected, through a window of a magnetic core;
winding a sensing coil about said magnetic core;
processing a sub-trip level current from said sensing coil to detect at least one of: a trend contamination signature, a leakage contamination signature, and a clustering contamination signature; and
generating an alarm when predetermined alarm generation criteria have been met, said alarm generation criteria being functions of at least one of the contamination signatures.
7. The method of claim 6, wherein the processing step further comprises the steps of:
amplifying said sub-trip level current into an amplified current;
filtering and averaging said amplified current to improve signal-to-noise ratio of said amplified current so as to result in a noise-reduced improved current; and
detecting and determining whether trends in said noise-reduced improved current, over time, meet predetermined trend contamination criteria that are functions of absolute level and rate of rise in said noise-reduced improved current, so that a trend contamination signature is detected when said predetermined trend contamination criteria are met.
8. The method of claim 6, wherein the processing step further comprises the steps of:
amplifying said sub-trip level current into an amplified current;
removing a line frequency component from said amplified current so as to result in a dynamically-improved current; providing a current spectral analysis of said dynamically-improved current using high gains; and
detecting and determining whether leakage in said current spectral analysis meets predetermined leakage contamination criteria which are functions of intermittency and noise in said current spectral analysis, so that a leakage contamination signature is detected when said predetermined leakage contamination criteria are met.
9. The method of claim 6, wherein the processing step further comprises the steps of:
amplifying said sub-trip level current into an amplified current;
removing a line frequency component from said amplified current, resulting in a dynamically-improved current;
providing a current spectral analysis of said dynamically-improved current using high gains;
analyzing normal patterns of low level ground current noise for an uncontaminated winding as a function of voltage applied to the winding, detecting and comparing observed patterns of low level ground current noise to said normal patterns, and determining (308) whether said current spectral analysis meets predetermined clustering contamination criteria which are functions of the relationship between said normal patterns and said observed pattems, so that a clustering contamination signature is detected when said predetermined clustering contamination criteria are met.
10. The method of claim 6, wherein the processing step further comprises the steps of:
amplifying said sub-trip level current into an amplified current; and at least two of the further sets a, b, and c of steps of: a) filtering and averaging said amplified current to improve signal-to-noise ratio of said amplified current so as to result in a noise-reduced improved current; and
detecting and determining whether trends in said noise-reduced improved current, over time, meet predetermined trend contamination criteria that are functions of absolute level and rate of rise in said noise-reduced improved current, so that a trend contamination signature is detected when said predetermined trend contamination criteria are met;
b) removing a line frequency component from said amplified current so as to result in a dynamically-improved current;
providing a current spectral analysis of said dynamically-improved current using high gains; and
detecting and determining whether leakage in said current spectral analysis meets predetermined leakage contamination criteria which are functions of intermittency and noise in said current spectral analysis, so that a leakage contamination signature is detected when said predetermined leakage contamination criteria are met; and
c) removing a line frequency from said amplified current so as to result in a dynamically-improved current;
providing a current spectral analysis of said dynamically-improved current using high gains; and
analyzing normal patterns of low level ground current noise for an uncontaminated winding as a function of voltage applied to the winding, detecting and comparing observed patterns of low level ground current noise to said normal patterns, and determining (308) whether said current spectral analysis meets predetermined clustering contamination criteria which are functions of the relationship between said normal patterns and said observed patterns, so that a clustering contamination signature is detected when said predetermined clustering contamination criteria are met.
11. The method of claim 6, wherein the step of passing phase leads of a motor through a window of a magnetic core includes the step of situating said phase leads symmetrically within said window of said core.
ιo
PCT/US1999/021919 1998-10-07 1999-09-21 Motor winding contamination detector and detection WO2000020878A1 (en)

Priority Applications (7)

Application Number Priority Date Filing Date Title
CA002313180A CA2313180C (en) 1998-10-07 1999-09-21 Motor winding contamination detector and detection
AU60564/99A AU6056499A (en) 1998-10-07 1999-09-21 Motor winding contamination detector and detection
AT99970165T ATE312358T1 (en) 1998-10-07 1999-09-21 METHOD AND DEVICE FOR DETECTING CONTAMINATION OF MOTOR WINDINGS
DE69928767T DE69928767T2 (en) 1998-10-07 1999-09-21 METHOD AND DEVICE FOR DETECTING PROTECTION OF MOTOR WINDINGS
EP99970165A EP1046044B1 (en) 1998-10-07 1999-09-21 Motor winding contamination detector and detection
MXPA00005627A MXPA00005627A (en) 1998-10-07 1999-09-21 Motor winding contamination detector and detection.
JP2000574944A JP2002527027A (en) 1998-10-07 1999-09-21 Motor winding contamination detector and detection

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US09/167,343 US6169489B1 (en) 1998-10-07 1998-10-07 Motor winding contamination detector and detection
US09/167,343 1998-10-07

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WO2000020878A1 true WO2000020878A1 (en) 2000-04-13

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EP (1) EP1046044B1 (en)
JP (1) JP2002527027A (en)
AT (1) ATE312358T1 (en)
AU (1) AU6056499A (en)
CA (1) CA2313180C (en)
DE (1) DE69928767T2 (en)
MX (1) MXPA00005627A (en)
WO (1) WO2000020878A1 (en)

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DE69928767T2 (en) 2006-09-07
CA2313180C (en) 2008-04-01
ATE312358T1 (en) 2005-12-15
EP1046044A1 (en) 2000-10-25
EP1046044B1 (en) 2005-12-07
DE69928767D1 (en) 2006-01-12
CA2313180A1 (en) 2000-04-13
US6169489B1 (en) 2001-01-02
JP2002527027A (en) 2002-08-20
MXPA00005627A (en) 2005-08-19
AU6056499A (en) 2000-04-26

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