This document discusses orbit plot analysis for analyzing vibrations. It was written by four authors and discusses various topics related to orbit plot analysis including:
- How orbit analysis measures vibration in an X-Y plot using proximity probes
- How polar and orbit plots can determine unbalance and faults in machines
- The different types of orbits including floating, absolute, filtered, and overall
- Common causes of vibration that can be identified using orbit plots like unbalance, misalignment, rotor rub, oil whirl/whip
- How full spectrum plots provide additional information on orbit direction and can differentiate between issues like rubs and fluid instability
- Other analysis methods like cascade plots to show vibrations at different speeds and waterfall plots
A quick reference for vibration spectra of rotor misalignment including parallel misalignment, angular misalignment and combination of both. Vibration direction, spectrum peak location and amplitude of each type all at one glance.
A quick reference for vibration spectra of rotor misalignment including parallel misalignment, angular misalignment and combination of both. Vibration direction, spectrum peak location and amplitude of each type all at one glance.
An overview to condition based monitoringNBC Bearings
The training content covers:-
- Condition based monitoring - basics
- Need for Condition based monitoring
- Vibration analysis
- Common Machinery Faults Requiring Diagnosis by Vibration Analysis
- Unbalance
- Misalignment
- Bearing Defect & its analysis
- Gear Defect & analysis
- Looseness
Esta apresentação faz parte de um curso de diagnóstico de motores elétricos constituído pelas seguintes apresentações:
01 Diagnóstico de Motores Eléctricos - Controlo de Condição - uma perspetiva
02 Diagnóstico de Motores Eléctricos - Princípio de Funcionamento
03 Diagnóstico de Motores Eléctricos - Modos de Falha
04 Diagnóstico de Motores Eléctricos - Frequência das vibrações
05 Diagnóstico de Motores Eléctricos - Tipos de anomalias elétricas e suas vibrações
06 Diagnóstico de Motores Eléctricos - Tipos de anomalias mecânicas e suas vibrações
07 Diagnóstico de Motores Eléctricos - Pata coxa
08 Diagnóstico de Motores Eléctricos - A Análise de Corrente
09 Diagnóstico de Motores Eléctricos - Medição de tensão no Veio
10 Diagnóstico de Motores Eléctricos - Medição de Temperatura
11 Diagnóstico de Motores Eléctricos - Vibrações em motores DC
O motor eléctrico de indução trifásico é o accionamento mais comum e uma avaria imprevista neste tipo de máquinas pode ter consequências económicas muito gravosas. Este facto leva a que hoje seja frequente a utilização da manutenção preventiva com base no tempo como aproximação à conservação destas máquinas. Sendo o MTBF deste tipo de máquina de oito anos na indústria petroquímica (para um funcionamento de 8760 horas/por ano) é comum utilizarem-se intervalos bastante mais curtos. Todavia também já são comuns as instalações onde a manutenção preventiva só é efectuada com base no conhecimento da condição de funcionamento da máquina. Esta última aproximação, decorrente de necessidades económicas e inserida também nas modernas filosofias de manutenção, resulta também do facto dos gestores de manutenção das instalações onde esta abordagem se pratica, se sentirem à vontade com as técnicas de controlo de condição mais comuns.
Machinery Vibration Analysis and Maintenance Living Online
This practical workshop provides a detailed examination of the detection, location and diagnosis of faults in rotating and reciprocating machinery using vibration analysis. The basics and underlying physics of vibration signals are first examined. The acquisition and processing of signals is reviewed followed by a discussion of machinery fault diagnosis using vibration analysis, and rectifying the unidentified faults. The workshop is concluded by a review of the other techniques of predictive maintenance such as oil and particle analysis, ultrasound and infrared thermography. The latest approaches and equipment used together with current research techniques in vibration analysis are also highlighted in the workshop.
MORE INFORMATION: http://www.idc-online.com/content/practical-machinery-vibration-analysis-and-predictive-maintenance-11
Balancing of rigid rotor and balancing of flexible rotor-A ReviewRahul Kshirsagar
The presentation details about types of rigid rotors and flexible rotors used in mechanical systems and experimental method of balancing these rotors to avoid mechanical vibrations.
An overview to condition based monitoringNBC Bearings
The training content covers:-
- Condition based monitoring - basics
- Need for Condition based monitoring
- Vibration analysis
- Common Machinery Faults Requiring Diagnosis by Vibration Analysis
- Unbalance
- Misalignment
- Bearing Defect & its analysis
- Gear Defect & analysis
- Looseness
Esta apresentação faz parte de um curso de diagnóstico de motores elétricos constituído pelas seguintes apresentações:
01 Diagnóstico de Motores Eléctricos - Controlo de Condição - uma perspetiva
02 Diagnóstico de Motores Eléctricos - Princípio de Funcionamento
03 Diagnóstico de Motores Eléctricos - Modos de Falha
04 Diagnóstico de Motores Eléctricos - Frequência das vibrações
05 Diagnóstico de Motores Eléctricos - Tipos de anomalias elétricas e suas vibrações
06 Diagnóstico de Motores Eléctricos - Tipos de anomalias mecânicas e suas vibrações
07 Diagnóstico de Motores Eléctricos - Pata coxa
08 Diagnóstico de Motores Eléctricos - A Análise de Corrente
09 Diagnóstico de Motores Eléctricos - Medição de tensão no Veio
10 Diagnóstico de Motores Eléctricos - Medição de Temperatura
11 Diagnóstico de Motores Eléctricos - Vibrações em motores DC
O motor eléctrico de indução trifásico é o accionamento mais comum e uma avaria imprevista neste tipo de máquinas pode ter consequências económicas muito gravosas. Este facto leva a que hoje seja frequente a utilização da manutenção preventiva com base no tempo como aproximação à conservação destas máquinas. Sendo o MTBF deste tipo de máquina de oito anos na indústria petroquímica (para um funcionamento de 8760 horas/por ano) é comum utilizarem-se intervalos bastante mais curtos. Todavia também já são comuns as instalações onde a manutenção preventiva só é efectuada com base no conhecimento da condição de funcionamento da máquina. Esta última aproximação, decorrente de necessidades económicas e inserida também nas modernas filosofias de manutenção, resulta também do facto dos gestores de manutenção das instalações onde esta abordagem se pratica, se sentirem à vontade com as técnicas de controlo de condição mais comuns.
Machinery Vibration Analysis and Maintenance Living Online
This practical workshop provides a detailed examination of the detection, location and diagnosis of faults in rotating and reciprocating machinery using vibration analysis. The basics and underlying physics of vibration signals are first examined. The acquisition and processing of signals is reviewed followed by a discussion of machinery fault diagnosis using vibration analysis, and rectifying the unidentified faults. The workshop is concluded by a review of the other techniques of predictive maintenance such as oil and particle analysis, ultrasound and infrared thermography. The latest approaches and equipment used together with current research techniques in vibration analysis are also highlighted in the workshop.
MORE INFORMATION: http://www.idc-online.com/content/practical-machinery-vibration-analysis-and-predictive-maintenance-11
Balancing of rigid rotor and balancing of flexible rotor-A ReviewRahul Kshirsagar
The presentation details about types of rigid rotors and flexible rotors used in mechanical systems and experimental method of balancing these rotors to avoid mechanical vibrations.
Tugas Getaran Mekanis Oleh :
1. Thareq Akbar Arya Yudhistira (15/381210/TK/43388)
2. Muhammad Khautal Ardi Putra (15/381352/TK/43420)
3. Maurissa Hasina Rosyi (15/381209/TK/43387)
4. I Nyoman Nalendra (15/380152/TK/43336)
SINGLE PHASE INDUCTION MOTORS AND SPECIAL MACHINESRagulS61
Constructional details – Double revolving field theory – Equivalent circuit – Starting methods – Role of induction motor in industries and household appliances – Reluctance motor - Servo motor - Stepper motor - Universal motor - Switched reluctance motor - Linear induction motor – Linear Synchronous motor.
TSI presentation for Bentley Nevada System, Vibration system of steam turbine for 150 MW unit. It demonstrates vibration in power plant. for BHEL turbine.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
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COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
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Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
2. Writer by :
• Aji Candra Lestari (14/366701/TK/42148
• M. D. Nashrullah (14/366988/TK/42275)
• Bayu Hari Santoso (14/366989/TK/42276)
• Achdzul Abizar A A (14/366795/TK/42212)
3. Orbit Plot Analysist of
Vibration
• Figure (1) Vibration Pickups in Orbit
Analysis Application. Orbit analysis is the vibration
measure of any rotor system in an X–Y plot (Figure
1). In most applications, the unit of measurement is
displacement which is measured directly using
proximity probes. These types of measurements are
relative vibration readings.
4. • Polar Plot and Orbit Plot analysis
are methods to determine the
unbalance in the machine. By the
nature of the plots, one can easily
determine the type of fault in the
machine and can take remedial
action immediately in order to
prevent any catastrophic effects
on the machine.
5. Unbalance is defined as an unequal distribution of mass causing the mass axis to differ from the bearing axis. During rotation, the
unequal mass along with the radial acceleration due to rotation create a centrifugal force. This results in force on the bearings and/or
vibration of the bearings. Balancing is a procedure in which the mass distribution of a rotor is assessed and if necessary, adjusted via
addition or subtraction of weight to ensure that the vibration of the journals and/or forces on the bearings are within specified limits.
Vibration is a mechanical movement where an object oscillates about an equilibrium point. It commonly produces unwanted sound
and wastes energy. Vibration in rotating equipment can greatly reduce the life of the equipment and the bearings.
Before studying the basic principles of balancing, one must keep in mind that there are many causes of vibration other than
unbalance. In some cases, balancing may result in only a partial or temporary reduction in vibration, while in other cases balancing is
the only effective course of action. Mechanical unbalance, which produces a force at 1 X RPM, has been found to be one of the most
common causes of machinery vibration, present to some degree on nearly all rotating machines. Polar Plot and Orbit Plot analysis are
methods to determine the unbalance in the machine. By the nature of the plots, one can easily determine the type of fault in the
machine and can take remedial action immediately in order to prevent any catastrophic effects on the machine.
6. Types of Orbit Plots
• Orbits can be divided into main categories, that is floating orbit and absolute orbit.
And also can be devided into filtered orbit dan overall orbit. Floating orbit analyses
is one of method to analyse orbits that don’t use keyphasors, hence the orbit
direction is floating and starting point differ from another. . Referenced or absolute
orbits have fixed starting point due to the use of keyphasors. Nowdays, many
modern vibration analysis and monitoring system uses keyphasors.
• The filtered orbit is the method that normally track one order and utilize the
keyphasor signal for synchronous filtering as well as reference point. The filtered
orbits are useful to track a certain order and neglecting other orders which may
cause unclear orbit plot. But, the overall orbit orbit do not use any filter and it is
useful to obtain the actual shaft movement.
7. CHARACTERISTIC AND CAUSES
So many thing can be causes a vibration. But there are causes, we can
solve with orbital plot analysis :
1. Unbalenced
2. Missalignment
3. Rotor Rub
4. Oil Whirl
5. Oil Whip
8. Unbalanced
Unbalance condition is happen because the
weight of the rotating part isn’t perfectly same or
balance. So that can causes unbalanced spin and
make vibration to the system. Unbalance will
generally produce 1xRPM vibration with 90° phase
shift between the horizontal and vertical directions.
This will result is ellipse-shaped.
9. Missalignment
Missalignment is the incorrect arrangement or
position of something in relation to something else. That
problem can be happen on assambley of shaft, gear, etc. When
radial preloads due to misalignment, gravity, fluid forces and
other causes increase in magnitude, the orbit will become
acutely ellipsoid. And the position of the center can be
changing. A bearing preload due to a cocked assembly can also
cause the orbit to have lower amplitude in one axis that makes
the ellipse look thinner. And suddenly, if the preloading
increases further, it will result in the orbit’s shape to resemble
a number 8 character. But If the trajectory of our imaginary
point on the trace of the orbit is continued, one can visualize
that precessions keep changing continuously.
10. Rotor Rub
Rotor rub can be happen if the rotor of motor is have
a contact with strator. Orbit analysis is a good tool to identify
rubs. As mentioned earlier, partial or complete rubs can occur
when a rotating shaft comes in contact with stationary parts
like seals or in abnormal cases of bearing (and/or
instrumentation) failures. The rub causes the orbit to take on
different shapes.
11. Oil Whirl
Oil whirl is present bearing clearances are excessive.
can occur when clearances become excessive. An oil wedge is
formed that is held in place by the rotation of the shaft. The
friction of the shaft against the wedge then pushes the shaft
around the housing. Fortunately (for the analyst), it occurs in a
very precise sub-synchronous frequency range.
12. Spectrum
Calculation of Full Spectrum Plot
• First
• Waveform and its half spectrum
• Second
• Waveform and its half spectrum
• Combined orbit and its full spectrum
13. Spectrum
Circular Orbits and Their Full Spectra
• Forward Precession
• Spectrum on forward side of plot
• Reverse Precession
• Spectrum on reverse side of plot
• Direction of rotation – CCW
• Forward Precession
• Spectrum on forward side of plot
• Direction of rotation – CW
• Reverse Precession
• Spectrum on reverse side of plot
• Direction of rotation - CW
14. Spectrum
Full Spectrum of Elliptical Orbit
• Orbit is generated by two counter rotating vectors
• Forward spectrum length is twice the length of forward
rotating vector
• Reverse spectrum length is twice the length of reverse
rotating vector
• Major axis of ellipse = a +b
• Minor axis of ellipse = a - b
• Original orbit cannot be reconstructed from full spectrum
because there is no phase information.
15. Spectrum
Circular & Elliptical 1x Orbits
• Direction of precession is indicated by dominant line of
“Forward” and “Reverse” components.
• Flatness of ellipse is determined by the relative size of
forward and reverse components
• When orbit is circular there is only one spectrum line
• When orbit is a line the spectrum components are equal.
• Therefore, the smaller the difference between components,
the more elliptical the orbit.
16. Spectrum
Orbit and Spectrum of a ½x Rub
• Orbit and spectrum of a steam turbine with a ½ x rub
• Full spectrum clarifies the complex orbit which is a sum of ½
x, 1x and their harmonics.
• From the ratio of forward ad reverse components
• 1x is the largest, forward and mildly elliptical
• ½ x and 2x orbits are nearly line orbits
• Small component of 3/2 x is third harmonic of ½ x
fundamental
17. Spectrum
Half and Full Spectrum Display of a ½ x Rub
Differentiating ½ x Rub and Fluid Instability from Ful
Spectrum Plots
• Half and full spectrum display of a ½ x rub (red data) and fluid induced
instability (blue data)
• Note similarity in appearance of the two half spectrum plots
• The full spectrum plots clearly show the difference in the subsynchronous
vibration
• The ½ x rub orbit is extremely elliptical – small difference between forward
and reverse components
• The fluid induced instability orbit is forward and nearly circular – large
difference between forward and reverse 1x and ½ x components.
• The unfiltered orbits are at the bottom
18. Spectrum
Full Spectrum Cascade Plot of Machine Start Up
• Horizontal axis represents precession frequency
• Rotor speed is to the left and amplitude scale is on the right
• Order lines drawn diagonally from the origin show vibration
frequencies that are proportional to running speed
19. Spectrum
• Display of spectra plots taken at different speeds during start up
• Base of each spectrum is the rotor speed at which the sample was
taken
• Diagonal lines are “Order” lines. Usually 1x, 2x and ½ x are plotted
• Resonances and critical speed can be seen on 1x diagonal line
• Sudden appearance of ½ x indicates rub which can produce
harmonics.
• Phase relationships cannot be seen on cascade plot.
• Many harmonics at low speed usually due to scratches on shaft
20. Spectrum
• Horizontal ellipse shows rub second balance resonance
(critical)
• Vertical ellipse shows ½ x rub frequency is almost equal to
first critical. Slight shift to right is due to stiffening of rotor
system from rub contact.
21. Spectrum
Full Spectrum Waterfall Plot
• Displays spectra with respect to time
• Used for correlating response to operating parameters
• Time on left and Running Speed on right. Amplitude scale is
at extreme right
• Plot of compressor shows subsynchronous instability
whenever suction pressure is high (red). 1x component is
not shown on plot.
• Full spectrum shows subsynchronous vibration is
predominantly forward.
22. Spectrum
Waterfall of Motor with Electrical Noise Problem
• High vibration at mains frequency (60 Hz) during start up.
• Vibration reduces when normal speed and current are
reached (green)
• When motor is shut down (blue) 60 Hz component
disappears suddenly.
• 1x component reduces gradually with speed.
23. Spectrum
• Summary
• Conventional spectrum is constructed from the output
waveform of a single transducer
• Full Spectrum is constructed from the output of a pair
of transducers at right angles.
• Displays frequency and direction of precession
• Forward precession frequencies are shown on right
side
• Reverse Precession frequencies are shown on left side
• Full spectrum is the spectrum of an orbit
• Ratio of forward and reverse orbits gives
information about ellipticity and direction of
precession
• However, there is no information about orientation
of orbit
• Cascade and Waterfall plots can be be constructed
either from half or full spectra
24. Reference
• Alsalaet Jaafar, Orbit Analysis, University of Basrah
• http://www.marinediesels.info/2_stroke_engine_parts/Other_i
nfo/oil_whip_and_whirl.htm
• http://www.jaafarali.info/files/orbit_analysis.pdf
• http://freevibrationanalysis.blogspot.co.id/2011/08/full-
spectrum-plots.html