A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms

Richard J. Povinelli; Michael T. Johnson; John F. Bangura; Nabeel A.O. Demerdash

A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms

Richard J. Povinelli, Michael T. Johnson, John F. Bangura, Nabeel A.O. Demerdash

Electrical and Computer Engineering

Research output: Contribution to journal › Conference article › peer-review

5 Scopus citations

Abstract

Two signal (waveform) analysis approaches are investigated in this paper for motor-drive fault identification - one linear and the other nonlinear. Twenty-one different motor-drive operating conditions including healthy, 1 through 10 broken bars, and 1 through 10 broken end-ring connectors are investigated. Highly accurate numerical simulations of current waveforms for the various operating conditions are generated using the Time Stepping Coupled Finite Element - State Space method for a 208-volt, 60-Hz, 2-pole, 1.2-hp, squirrel cage 3-phase induction motor. The linear signal analysis method is based on spectral coherence, whereas the nonlinear signal analysis method is based on stochastic models of reconstructed phase spaces. Conclusions resulting from the comparisons of these two methods are drawn.

Original language	English
Pages (from-to)	1541-1547
Number of pages	7
Journal	Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)
Volume	3
State	Published - 2002
Event	37th IAS Annual Meeting and World Conference on Industrial applications of Electrical Energy - Pittsburgh, PA, United States Duration: Oct 13 2002 → Oct 18 2002

Keywords

Dynamical systems analysis
Electric drives
Fault diagnosis
Induction motors
Spectral coherence
State space methods
Time stepping finite elements

ASJC Scopus subject areas

Control and Systems Engineering
Industrial and Manufacturing Engineering
Electrical and Electronic Engineering

Cite this

Povinelli, Richard J. ; Johnson, Michael T. ; Bangura, John F. et al. / A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms. In: Conference Record - IAS Annual Meeting (IEEE Industry Applications Society). 2002 ; Vol. 3. pp. 1541-1547.

@article{77a3eb6854b1433a885a9a26f0e6c835,

title = "A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms",

abstract = "Two signal (waveform) analysis approaches are investigated in this paper for motor-drive fault identification - one linear and the other nonlinear. Twenty-one different motor-drive operating conditions including healthy, 1 through 10 broken bars, and 1 through 10 broken end-ring connectors are investigated. Highly accurate numerical simulations of current waveforms for the various operating conditions are generated using the Time Stepping Coupled Finite Element - State Space method for a 208-volt, 60-Hz, 2-pole, 1.2-hp, squirrel cage 3-phase induction motor. The linear signal analysis method is based on spectral coherence, whereas the nonlinear signal analysis method is based on stochastic models of reconstructed phase spaces. Conclusions resulting from the comparisons of these two methods are drawn.",

keywords = "Dynamical systems analysis, Electric drives, Fault diagnosis, Induction motors, Spectral coherence, State space methods, Time stepping finite elements",

author = "Povinelli, {Richard J.} and Johnson, {Michael T.} and Bangura, {John F.} and Demerdash, {Nabeel A.O.}",

year = "2002",

language = "English",

volume = "3",

pages = "1541--1547",

note = "37th IAS Annual Meeting and World Conference on Industrial applications of Electrical Energy ; Conference date: 13-10-2002 Through 18-10-2002",

}

A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms. / Povinelli, Richard J.; Johnson, Michael T.; Bangura, John F. et al.
In: Conference Record - IAS Annual Meeting (IEEE Industry Applications Society), Vol. 3, 2002, p. 1541-1547.

Research output: Contribution to journal › Conference article › peer-review

TY - JOUR

T1 - A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms

AU - Povinelli, Richard J.

AU - Johnson, Michael T.

AU - Bangura, John F.

AU - Demerdash, Nabeel A.O.

PY - 2002

Y1 - 2002

N2 - Two signal (waveform) analysis approaches are investigated in this paper for motor-drive fault identification - one linear and the other nonlinear. Twenty-one different motor-drive operating conditions including healthy, 1 through 10 broken bars, and 1 through 10 broken end-ring connectors are investigated. Highly accurate numerical simulations of current waveforms for the various operating conditions are generated using the Time Stepping Coupled Finite Element - State Space method for a 208-volt, 60-Hz, 2-pole, 1.2-hp, squirrel cage 3-phase induction motor. The linear signal analysis method is based on spectral coherence, whereas the nonlinear signal analysis method is based on stochastic models of reconstructed phase spaces. Conclusions resulting from the comparisons of these two methods are drawn.

AB - Two signal (waveform) analysis approaches are investigated in this paper for motor-drive fault identification - one linear and the other nonlinear. Twenty-one different motor-drive operating conditions including healthy, 1 through 10 broken bars, and 1 through 10 broken end-ring connectors are investigated. Highly accurate numerical simulations of current waveforms for the various operating conditions are generated using the Time Stepping Coupled Finite Element - State Space method for a 208-volt, 60-Hz, 2-pole, 1.2-hp, squirrel cage 3-phase induction motor. The linear signal analysis method is based on spectral coherence, whereas the nonlinear signal analysis method is based on stochastic models of reconstructed phase spaces. Conclusions resulting from the comparisons of these two methods are drawn.

KW - Dynamical systems analysis

KW - Electric drives

KW - Fault diagnosis

KW - Induction motors

KW - Spectral coherence

KW - State space methods

KW - Time stepping finite elements

UR - http://www.scopus.com/inward/record.url?scp=0036443051&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0036443051&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:0036443051

SN - 0197-2618

VL - 3

SP - 1541

EP - 1547

JO - Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)

JF - Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)

T2 - 37th IAS Annual Meeting and World Conference on Industrial applications of Electrical Energy

Y2 - 13 October 2002 through 18 October 2002

ER -

A comparison of phase space reconstruction and spectral coherence approaches for diagnostics of bar and end-ring connector breakage faults in polyphase induction motors using current waveforms

Abstract

Keywords

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this