Vane-axial Fan Maintenance Challenge:vibration on bearing housing for all Vane axial Fans for this Nuclear Power Plant.. average cost per meter of retrofitted wire > U$ 5,000 vibration o
Trang 1On-line Motor Monitoring
Joe Geiman Baker Instrument Co.
Trang 2What are we really after?
Induction motor and VFD applications
Trang 3Motor Failure Areas:
Motor Failure Areas:
Bearing
44%
Rotor 8%
Other
22%
Stator 26%
Bearing 41%
Other 14% Rotor
9%
Stator 36%
Trang 4Motor Failure Causes:
Trang 5Safety and Connecting:
Low Voltage (Less than 600V)
Step five: STOP motor Step six: Disconnect Explorer
Explorer
Trang 6Safety and Connecting:
Medium and High Voltage (More than 600V)
Motor
Load
CTs Breaker
Step one: Motor is running Step two: Connect Explorer CTs Step three: Connect Explorer PTs
Explorer
PTs
Trang 7CTs Breaker
Trang 8Power Quality Analysis
Trang 9Motor Overheating
I 2 R Losses Motor Currents
100% rated Current 100% rated Temperature
110% rated Current 121% rated Temperature
Trang 10Fan 1 hp 1740 rpm
Motor Condition: Broken Rotorbar
Trang 11Rotorbar Frequency:
slip Synchronous rotor bar freq.
0.1 1798.2 59.88 0.2 1796.4 59.76 0.3 1794.6 59.64 0.4 1792.8 59.52 0.5 1791 59.4 0.6 1789.2 59.28 0.7 1787.4 59.16 0.8 1785.6 59.04 0.9 1783.8 58.92 1.0 1782 58.8
.
.
.
slip
2 1
synch
operat synch
fund rotorbar
RPM
RPM
RPM s
s f
•Harder to assess with lesser load
•Harder to assess with bigger motor
•Harder to assess with more efficient motor
Trang 12Increasing Lines of Resolution:
Trang 13New Rotorbar y-axis Scale
l fundamenta
signal dB
res
300
42log
105
.38
log10
].[
down'dB
'
Trang 14Good Rotor Bar
Trang 15Bad Rotor Bar
Trang 16• Turn off motor 7200 peek disappears
Electricians do not believe it could be a rotor bar
• They have never seen a rotor problem
• Electricians have no way to confirm or deny theallegations of the mechanics
Trang 17Show Data
Broken Rotor Bar
Good Rotor Bar
Trang 182A High Pressure Pump Broken Rotor Bar
Trang 192A High Pressure Pump Broken Rotor Bar
Trang 201C High Pressure Pump
Good Rotor Bar (comparison)
Trang 211C High Pressure Pump
Good Rotor Bar (comparison)
Trang 222A High Pressure Pump
It appeared to be a broken
All thought, only slightly into the caution
we questioned how saver the problem
was
Trang 232A High Pressure Pump
3 Broken Rotor Bars
Trang 242A High Pressure Pump
3 Broken Rotor Bars
Trang 25Case Study 2
4a PA Fan
Problem Slight vibration
Trang 26Broken Rotor Bar
Trang 28Case Study 3
Rotor Issue
Show need for higher acquisition
Show other places in spectrum to represent or confirm rotor issues
Trang 29Low Resolution Data
No Assessment Can Be Made
Trang 30Low Resolution Data
No Assessment Can Be Made
Trang 31High Resolution Data
Assessment Can Be Made
Trang 32High Resolution Data
Assessment Can Be Made
Trang 33 Inspection found brazing issues at the end ring causing high resistance joints.
Trang 34Epoxy Melting Off Rotor Bars Representing Excessive Heat
Trang 35Cracked End Ring (Case Study 4)
Trang 36Motor Current Signature Analysis Values From Technical Associates.
54 – 60 dB 54 – 60 dB Excellent Excellent
48 – 54 dB 48 – 54 dB Good condition Good condition
42 – 48 dB 42 – 48 dB Moderate condition Moderate condition
36 – 42 dB 36 – 42 dB Rotor bar crack Rotor bar crack
resistance joints.
30 – 36 dB 30 – 36 dB multiple cracked / broken multiple cracked / broken
bars or end – rings indicated
< 30 < 30 dB dB multiple cracked / multiple cracked /
broken bars or end-rings very likely
Trang 38• Requires constant torque level
• Torque ripple
• Next one breaks sooner
• Current increases
• Temperature increases
• Insulation life shortens
• Typically non-immediate death Motor Condition:
Broken Rotorbar issues
Trang 40S
F
F I
Trang 41Flux: Generated by stator Voltage
Rotor Current: Monitored with Stator Current
T
T(t) = f( V(t), I(t) )
According to Park’s theory, 1920.
Rotor Stator
Calculating Torque:
Trang 42 Explorer showed that not all motors run at constant
operating condition The 4 motors at the center display
a larger variability to their operation These are the
locations which’ motors break with unusually high
frequency.
• The maintenance supervisor noted that some stirring
pool motors (decontamination and recycling process) break with unusually high frequency.
Case study I: Hydro-mechanical resonance Brewery.
Trang 44• The maintenance supervisor noted that some stirring
pool motors (decontamination and recycling process) break with unusually high frequency.
• The Explorer showed that not all motors run at
constant operating condition The 4 motors at the
center display a larger variability to their operation These are the locations which’ motors break with
unusually high frequency.
• The Torque Ripple graphs clarified the source of the
operation’s variability.
Case study I: Hydro-mechanical resonance Brewery.
Trang 45Corrective action:
Trang 464160V submersible pump
Torque Signature:
Trang 47Torque Ripple vs Time
Hz s
s period
0
2 _
Trang 48Torque Ripple vs Time
Hz s
s period
0
2 _
Trang 49Torque vs Frequency:
Mechanical Imbalance
• Investigating vibration and torque for inaccessible loads:
Trang 50Comparison of Duct-Mounted Vibration and InstantaneousAirgap Torque Signals for Predictive Maintenance of Vane Axial
Trang 51Problem Application:
Problem Application:
unplanned outages, health and safety costs, and extensive damage to surrounding equipment.
unplanned outages, health and safety costs, and extensive damage to surrounding equipment.
• Vane Axial Fans are common
in nuclear environments
• It is almost impossible to
predict bearing faults for
Vane Axial Fans.
• Vane Axial Fans are common
in nuclear environments
• It is almost impossible to
predict bearing faults for
Vane Axial Fans.
Nuclear Comanche Peak Station
TXU Electric
Horizontal Application Vertical
Application
Trang 52Vane-axial Fan Maintenance Challenge:
(vibration on bearing housing)
for all Vane axial Fans for this Nuclear Power
Plant (Nuclear Industry in U.S average cost per meter of retrofitted wire > U$ 5,000)
(vibration on bearing housing)
for all Vane axial Fans for this Nuclear Power
Plant (Nuclear Industry in U.S average cost per meter of retrofitted wire > U$ 5,000)
Trang 53Laboratory Investigation:
Set up a Vane Axial Fan in a Laboratory, and create:
• Healthy operation (baseline data)
• Advanced Bearing fault (Stage III)
Gathering Data:
• Vibration data obtained from the bearing housing – preferred diagnostic method – (used as benchmark of planted faults).
• Accelerometers connected to the outside of the duct.
• Calculated Instantaneous Airgap Torque using Park’s theory.
Statistical Data Analysis:
• Statistical evaluation using “single sided experiment design”.
• 9 samples needed for certainties exceeding 95% and 90% for errors type I, and type II, respectively.
Set up a Vane Axial Fan in a Laboratory, and create:
• Healthy operation (baseline data)
• Advanced Bearing fault (Stage III)
Gathering Data:
• Vibration data obtained from the bearing housing – preferred diagnostic method – (used as benchmark of planted faults).
• Accelerometers connected to the outside of the duct.
• Calculated Instantaneous Airgap Torque using Park’s theory.
Statistical Data Analysis:
• Statistical evaluation using “single sided experiment design”.
• 9 samples needed for certainties exceeding 95% and 90% for errors type I, and type II, respectively.
Trang 54Chosen Fan / Motor:
Motor: Baldor 3.7kW (5hp), 4-pole, 480V.
Fan: Aerovent 304 mm (24 in).
System used in the Exhaust of the Electrical Control Room.
Motor: Baldor 3.7kW (5hp), 4-pole, 480V.
Fan: Aerovent 304 mm (24 in).
System used in the Exhaust of the Electrical Control Room.
Note: The support system of this motor/fan has a long transmission path – which may dampen
mechanical signals on their way to the duct.
Note: The support system of this motor/fan has a long transmission path – which may dampen
mechanical signals on their way to the duct.
Trang 55The “known good” Signals:
Redundant verification:
Accelerometers: 100mV/g ICP
Cognitive Systems CV395B Analyzer
Bentley Nevada ADRE 208P
SWANTECH stress wave analysis
Redundant verification:
Accelerometers: 100mV/g ICP
Cognitive Systems CV395B Analyzer
Bentley Nevada ADRE 208P
SWANTECH stress wave analysis
Additional Instrumentation
ensuring constant operating condition:
Airfolow Meters Humidity Meter Thermocouples Current Meters Laser tachometers
Additional Instrumentation
ensuring constant operating condition:
Airfolow Meters Humidity Meter Thermocouples Current Meters Laser tachometers
Trang 56Field-friendly alternative #1:
Duct-mounted Accelerometers
Field-friendly alternative #1:
Duct-mounted Accelerometers
Vibration Transducers 100mV/g ICP.
Cognitive Systems Spectrum Analyzer
Accelerometers mounted directly at Mounting Rod on the Duct.
Vibration Transducers 100mV/g ICP.
Cognitive Systems Spectrum Analyzer
Accelerometers mounted directly at Mounting Rod on the Duct.
Trang 57Field-friendly alternative #2:
Torque Signature Analyzer
Field-friendly alternative #2:
Torque Signature Analyzer
Explorer II (Baker Instrument Company)
Measures 3 currents and 3 voltages at MCC
Calculates airgap torque (Park 1929)
Obtains operating speed from current and torque
signatures
Monitoring Imbalances: 1x mechanical frequencies inairgap torque spectrum
Explorer II (Baker Instrument Company)
Measures 3 currents and 3 voltages at MCC
Calculates airgap torque (Park 1929).
Obtains operating speed from current and torque
signatures
Monitoring Imbalances: 1x mechanical frequencies inairgap torque spectrum
Trang 58• 7.6 grams create 0.39 gm (0.54 oz in) imbalance.
• Comparing amplitudes of 1 x mechanical frequencies for “unfaulted” vs “faulted” data.
• 7.6 grams create 0.39 gm (0.54 oz in) imbalance.
• Comparing amplitudes of 1 x mechanical frequencies for “unfaulted” vs “faulted” data.
• Start: Precision balancedfan (baseline)
• Planted Fault: 7.6 gramsimbalance
• Start: Precision balancedfan (baseline)
• Planted Fault: 7.6 gramsimbalance
Fault 1: Mechanical Imbalance
Trang 59Comparison of the amplitudes of 29.9Hz (1x mechanical)
frequencies for 1 set of balanced data, with one set of
imbalanced operation:
Comparison of the amplitudes of 29.9Hz (1x mechanical)
frequencies for 1 set of balanced data, with one set of
imbalanced operation:
Fault 1: Mechanical Imbalance
gain renders it unfeasible for maintenance.
Trang 60Airgap Torque Method:
99% certain that imbalanced data has higher amplitude
Amplitude is 150 times higher ( >40dB )
Conclusion:
used for maintenance.
The large amplitude gain makes it very robust and easy to interpret.
Fault 1: Mechanical Imbalance
Results:
Trang 61Bearing Signature Analysis
BPFO i
s Frequencie Fault
fund.
n 2 k
BPFO i
s Frequencie
Trang 62Motor Failure Areas:
Bearings
Motor Failure Areas:
Bearings
harm * BPFO 2 * RPM
Trang 63Known Good Bearing Known Outer Race Defect
Trang 64“It can be found”
“It is in your face”
4 pole 5hp
Trang 65Eccentricity in Spectrum:
• Location:
• “1x” types:
• Current signals: f fund. ± f mech.
• Torque signals: f mech.
• - “Bar-pass” types:
• Current signals: n · f mech. ± 1 · f fund. (hopefully there)
• Torque signals: n · f mech. (many times not
there)
Trang 66• 4-pole motor.
• 1x = just below 30Hz.
rpm
Hz 60 s 1768 8 48
.
29 min
Eccentricity, Torque Signature:
“1 x” location
Trang 67Eccentricity, Current Signature:
“1 x” location
60 30 58 Hz 60 mins 1765 2 rpm
• 4-pole motor.
• 1x = just above 30Hz.
Trang 68Eccentricity, Torque Signature:
“Rotorbar Pass Frequency” location
• 1920Hz / 60Hz = 32bars (1920Hz is synchronous rotorbar pass frequency)
rpm Hz
f
Hz bars
Hz
s
mech
5 3593 60
89 59
89
59 32
56 1916
Trang 69Eccentricity, Current Signature:
“Rotorbar Pass Frequency” location
• 2-pole motor
•1860Hz / 60Hz + 1 = 32bars
rpm Hz
f
Hz bars
Hz Hz
s
mech
5.359360
89.59
89
5932
6051
.1856
Trang 701x f fund fmech
Trang 71Comparing Ieccent. with Teccent.
• Teccent. at “expected” frequency
• Ieccent. at “expected” frequency – 60Hz.
• Teccent. -28.43 dB relative amplitude.
• Ieccent. -34.9 dB relative amplitude.
Teccent. is at the understandable location.
Teccent. has a 4.5 times larger signal.
Trang 72• Demodulated Current method does not agree with vibration’s methods.
• Demodulated Torque reacts like vibration’s methods.
• This method is independent of Motor design.
• This method does not disagree with IEEE motor scientist’s research.
Trang 73Case study II: Cooling tower fan and gear signatures Coal-fired power plant.
Case study II: Cooling tower fan and gear signatures Coal-fired power plant.
Trang 74Input Shaft Freq.
Intermediate Shaft Freq.
Output Shaft Freq.
Blade Pass Freq.
Case study II: Cooling tower fan and gear signatures.
Coal-fired power plant.
Case study II: Cooling tower fan and gear signatures.
Coal-fired power plant.
Trang 751 st Mesh Frequency
Case study II: Cooling tower fan and gear signatures.
Coal-fired power plant.
Case study II: Cooling tower fan and gear signatures.
Coal-fired power plant.
Trang 76+ - 2 x Electrical
Case study II: Cooling tower fan and gear signatures.
Coal-fired power plant.
Case study II: Cooling tower fan and gear signatures.
Coal-fired power plant.
SKF 22310c