This document discusses techniques for determining the root cause of bearing failures beyond simply identifying that a bearing has failed. It outlines six main categories of bearing failures: fatigue, handling/installation, operational issues, environmental issues, lubrication issues, and defects. The document provides examples and descriptions for each failure category. It emphasizes the importance of conducting a thorough root cause failure analysis to identify the underlying reasons for premature bearing failures and prevent future issues.
USH / DIAGER ist ein anerkannter Spezialist rund ums professionelle Bohren. Die besondere Geometrie, die sich bei allen Anwendungen von Bohrern vorteilhaft erweist, ist eines der Qualitätsmerkmale bei Diager Betonbohrer. Darum sind diese Werkzeuge häufig die bevorzugte Wahl für Profis auf der Baustelle und in der Industrie. USH hält heute zahlreiche Markenrechte und Patente, es gibt selbstverständlich noch viele weitere Qualitätsmerkmale für Diager Betonbohrer. Wir zeigen Ihnen in dieser Beitrags-Serie auf welche Produktunterschiede Sie achten sollten.
https://luma-handel.at
Structural Damage and Maintenance Day 3tti-sharmila
The aim of this presentation is to provide a consistent test/fail guideline for light and heavy vehicle inspections that are in line with the RTA Guide.
USH / DIAGER ist ein anerkannter Spezialist rund ums professionelle Bohren. Die besondere Geometrie, die sich bei allen Anwendungen von Bohrern vorteilhaft erweist, ist eines der Qualitätsmerkmale bei Diager Betonbohrer. Darum sind diese Werkzeuge häufig die bevorzugte Wahl für Profis auf der Baustelle und in der Industrie. USH hält heute zahlreiche Markenrechte und Patente, es gibt selbstverständlich noch viele weitere Qualitätsmerkmale für Diager Betonbohrer. Wir zeigen Ihnen in dieser Beitrags-Serie auf welche Produktunterschiede Sie achten sollten.
https://luma-handel.at
Structural Damage and Maintenance Day 3tti-sharmila
The aim of this presentation is to provide a consistent test/fail guideline for light and heavy vehicle inspections that are in line with the RTA Guide.
The failure conditions can determine when and how to conduct an analysis. For example, if the gears are damaged but still able to function, the company may decide to continue their operation and monitor the rate at which damage progresses. In this case,
samples of the lubricant should be collected for analysis,
the reservoir drained and flushed and the lubricant replaced.
If gearbox reliability is crucial to the application, the gears should be examined by magnetic particle inspection to ensure that they have no cracks.
checking the gears for damage by visual inspection and by measuring sound and vibration. Analysis is carried out at different points in the engine.
Global’s third-party girth gear specialist team conducts gear inspections and risk assessments based on the inspection recommendations outlined in the annex of AGMA 6014. Our inspection process will provide the customer with a complete non-destructive test of the integrity of the mill gear teeth in accordance with ASTM E2905 (Eddy Current Array). Eddy Current Array is a key word for searching.
Learn more at: https://global-pam.com
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Structural and Vibration Analysis of a Machine Shaft using Finite Element Ana...ijtsrd
The present study is a simulation of a machine shaft. The study will be done on FEM simulation software called Ansys 14.5, where a modal would be developed which will undergo a process of meshing. Meshing will divide the modal in extremely small units without changing the shape of actual geometry which will help the software to study the change at every small unit of the model. Then the of the modal would be defined in terms of inlet and outlet thereafter the boundary condition and design equation would be applied to get the desired result. Syed Minal Hussian Jafri | Prof Amit Kaimkuriya ""Structural and Vibration Analysis of a Machine Shaft using Finite Element Analysis"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23844.pdf
Paper URL: https://www.ijtsrd.com/engineering/mechanical-engineering/23844/structural-and-vibration-analysis-of-a-machine-shaft-using-finite-element-analysis/syed-minal-hussian-jafri
Design of clutch theory Prof. Sagar a DhotareSagar Dhotare
This covers following points,
Introduction to clutch
Classification
Requirement of good friction clutch
Requirements of material used for friction clutch
Material used for friction clutch
Considerations in Designing a Friction Clutch
Design of Single Disc or Plate Clutch
Design of Multi Disc or Plate Clutch
Design of Cone Clutch
Comparison between Single and Multi Plate Clutch
Comparison between Plate and Cone Clutch
A mechanical seal is a sealing device which forms a running seal between rotating and stationary parts. They were developed to overcome the disadvantages of compression packing. Leakage can be reduced to a level meeting environmental standards of government regulating agencies and maintenance costs can be lower.
The failure conditions can determine when and how to conduct an analysis. For example, if the gears are damaged but still able to function, the company may decide to continue their operation and monitor the rate at which damage progresses. In this case,
samples of the lubricant should be collected for analysis,
the reservoir drained and flushed and the lubricant replaced.
If gearbox reliability is crucial to the application, the gears should be examined by magnetic particle inspection to ensure that they have no cracks.
checking the gears for damage by visual inspection and by measuring sound and vibration. Analysis is carried out at different points in the engine.
Global’s third-party girth gear specialist team conducts gear inspections and risk assessments based on the inspection recommendations outlined in the annex of AGMA 6014. Our inspection process will provide the customer with a complete non-destructive test of the integrity of the mill gear teeth in accordance with ASTM E2905 (Eddy Current Array). Eddy Current Array is a key word for searching.
Learn more at: https://global-pam.com
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Structural and Vibration Analysis of a Machine Shaft using Finite Element Ana...ijtsrd
The present study is a simulation of a machine shaft. The study will be done on FEM simulation software called Ansys 14.5, where a modal would be developed which will undergo a process of meshing. Meshing will divide the modal in extremely small units without changing the shape of actual geometry which will help the software to study the change at every small unit of the model. Then the of the modal would be defined in terms of inlet and outlet thereafter the boundary condition and design equation would be applied to get the desired result. Syed Minal Hussian Jafri | Prof Amit Kaimkuriya ""Structural and Vibration Analysis of a Machine Shaft using Finite Element Analysis"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23844.pdf
Paper URL: https://www.ijtsrd.com/engineering/mechanical-engineering/23844/structural-and-vibration-analysis-of-a-machine-shaft-using-finite-element-analysis/syed-minal-hussian-jafri
Design of clutch theory Prof. Sagar a DhotareSagar Dhotare
This covers following points,
Introduction to clutch
Classification
Requirement of good friction clutch
Requirements of material used for friction clutch
Material used for friction clutch
Considerations in Designing a Friction Clutch
Design of Single Disc or Plate Clutch
Design of Multi Disc or Plate Clutch
Design of Cone Clutch
Comparison between Single and Multi Plate Clutch
Comparison between Plate and Cone Clutch
A mechanical seal is a sealing device which forms a running seal between rotating and stationary parts. They were developed to overcome the disadvantages of compression packing. Leakage can be reduced to a level meeting environmental standards of government regulating agencies and maintenance costs can be lower.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
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• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
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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.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Bearing over greasing failures ]
1. Diagnose bearing
failures beyond root
cause analysis
Take a ‘CSI’ approach to root cause analysis to look
beyond the obvious to determine why bearings are
failing. Six types of failures and 12 tips for determining
the root cause are featured.
BY RICHARD R. KNOTEK, MOTION INDUSTRIES NOVEMBER 3, 2016
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2. A common phrase that is used throughout industry
when a machine is experiencing unscheduled downtime is, "The bearing failed." Even
though the rotating component fails to turn, in most cases, it is more accurate to say that
we failed the bearing. I’ve heard it said, by different reliability specialists, "Bearings don’t
fail, they are murdered." In my 40-plus years of selling, sizing, installing, observing and
analyzing failed bearings, I have found this often to be the case. People find new and
creative ways to kill their bearings every day.
With that in mind, for the sake of discussion, let’s ask the question, "Why do bearings
wear out, lock up and go bang in the night?" In order to answer that question, we must
understand that even though improvements in material science and bearing design
geometry make for a potential theoretical design life of infinity, rotating components
prematurely fail from a variety of causes.
The subject of bearing failure involves metallurgy, tribology and the operating
environment, as well as the consideration of the applied loads. In some cases, a single
event may have caused the failure. Other times, numerous complex incidents and
conditions may have come together in a nexus of poor human decisions, harsh
environmental settings, severe operational conditions and poor maintenance practices.
All of these contribute to premature failure. Ultimately, this results in catastrophic failure
of the rotating or reciprocating component and additional ancillary damage to associated
mechanisms. Due to the high cost of lost production and the time constraints placed on
maintenance departments, reality dictates that the problem-solving process be simplified
and expedient.
The unverified quote attributed to Albert Einstein, "Everything should be kept as simple
as possible, but no simpler" is a useful mindset when determining the root cause of a
bearing failure. In order to correctly determine the reason why a bearing failed, a
3. systematic way of problem solving needs to be employed by a reliability team. Root
cause failure analysis (RCFA) is a problem-solving method used to determine the cause
of an incident and separate it from the effects, as well as filter out the nonauditory noise,
which can prevent the team from solving the problem and implementing the necessary
corrective actions.
Avoiding assumptions and preconceptions during the process is sometimes difficult but
absolutely necessary to define the nature of the problem. The team must dig deep, ask
questions and approach the challenge with a CSI mentality, and of course, determine,
implement and follow up on the corrective action and countermeasures.
Look beyond the obvious
At first glance, a bearing failure may appear to be caused by not enough grease. But this
answer is a too simplistic and a convenient excuse. The actual root causes of the
bearing failure may be that it lacked the correct lubricant viscosity, proper delivery
method, or intervals for the application.
The obvious effects may be heat, smoke, auditory noise and unscheduled downtime.
The analytical noise in the problem-solving process is extraneous and will hinder the
determination of the root cause and implementation of corrective measures. Nonauditory
noise is actually an ancillary effect. Examples are: complaining, bad tribal knowledge
and distractive thinking. If the problem-solving team stays focused and continues to dig
deep, the root cause may actually be a lack of lubrication training and a laissez-faire
culture towards tribology.
For the sake of simplification, let’s group
bearing failures into six major categories. They are: fatigue, handling/installation,
operational, environmental, lubrication and defect. Even though there are a myriad of
often times confusing terms used to describe bearing failures and the visual effects
observable on the bearing, these six types of failures will be used to categorize the
typical failures occurring in industry. Categorization is not absolute, but used for the sake
of problem solving.
1. Fatigue
Stress over time, which is fatigue failure, is the right reason why bearings should
eventually stop rotating. This cause of failure is different than wear. Fatigue failure is
related to the stress the bearing is subjected to over time. Fatigue failures in bearings
typically originate sub-surface and eventually will propagate to the surface, and in time,
will appear in what is referred to as a spall (see Figure 1).
4. Fatigue failure is, in part, interrelated to the purity and the quality of the steel. With
advances in steelmaking over the last few decades, micro-inclusion impurities within the
bearing steel are minimal. Calculating the fatigue life of a bearing takes into
consideration, load, speed and cycles or time. Bearing engineers use the L10 life of a
bearing, along with dimensional restrictions and the bearing’s design, for selecting a
bearing. L10 life is a life calculation where 90% of identical bearings are handled,
installed, lubricated and run under the same operating and environmental conditions,
without metal fatigue. This is the ideal reason for the cause of failure.
2. Handling/Installation
Improper handling and installation practices often kill the bearing before it has been
installed or rotated. Storage in a wet or highly contaminated environment is detrimental
to the bearing’s life. Bearings should be stored, flat, dry, clean and in good order. The
temperature should not vary widely from summer to winter. Humid environments are not
conducive to extended bearing life. Access should be controlled to prevent unnecessary
opening and movement.
If bearings are stored, or a machine is idle for an extended time, the lubricant within the
bearing may leach out and puddle at roller intervals-causing an acid etching of the
surfaces.
If the fit between the shaft and inner ring, or the housing and outer ring, is not within the
recommended specifications for the application, fretting-corrosion on the surfaces will be
evident. This is a different type of corrosion than that caused by invasive water and
oxygen. Fretting-corrosion occurs when there is movement between a bearing ring and
shaft or housing because the fit is too loose. Microscopic steel particles break off due to
movement and oxidize.
This will result in the appearance of areas of corrosion on the surfaces of the rings. In
extreme cases of inadequate fit, the outer or inner ring may turn or creep, resulting in
galling of the surfaces. The remedy for this is to measure all mating components prior to
installation and make sure they are within the fit recommendations. If not, it’s time for a
new shaft or housing.
Ambient vibration during storage should be
minimized, and bearings should never be stored upright on a shelf. False brinelling of
5. the metal surfaces is caused when the roller and ring are in contact with each other and
subjected to vibration over time, resulting in the wearing away of the metal.
If the bearing is dropped while it is being handled, a form of mechanical damage referred
to as a true brinelling will result. This material displacement or dent, where the rollers
and races contact each other, may also be caused by force fitting the bearing (see
Figure 3), or through the use of an improper mounting tool, such as a hammer.
Striking a steel bearing directly with a hammer is dangerous and could result in the
bearing exploding. The human condition that all too often leans towards carelessness
and urgency is a big part of this failure equation.
I recall a time when I was passing through a customer’s facility and noticed a man on a
forklift truck delivering a new motor for installation. When the driver turned the corner, at
too high of a speed, the motor rolled off the pallet and hit the floor, shaft first. That
bearing was murdered before it had a chance to operate.
3. Operational issues
This category includes negative operating conditions other than those related to the
environment. Excessive thrust loads, misalignment, extreme vibration or the passage of
stray current through the bearing, known as electrical erosion, are a few of the major
faults seen while the bearing is in operation. Many of these types of failures are evident
when examining the ball or roller path on the raceway surface, especially in the load
zone of the rings.
If the bearing is misaligned beyond its capacity, the path of the rollers will appear to
skew from one side to the other. Proper alignment is critical to extending the operating
life of rotating components.
Extreme thrust will be evident by observing an off-center roller path. In ball bearings, a
disproportionate thrust load will result in the roller path being offset in the raceway
groove and not in the bottom of the arc. Taper roller bearings subjected to misalignment
will cause edge-loading and localized spalling at the ends of the rollers and the mating
portion of the raceway.
Excessive vibration in the operating machine due to out-of-round rotating components
will cause the bearing rollers or balls to bounce and skid as they come in and out of the
load zone. This wavy or wash-board pattern is referred to as false-brinelling. Keep in
mind that static false-brinelling may occur while the bearing is idle (see Figure 4). A
6. dynamic false-brinelling pattern is usually more extreme than that which occurs while the
bearing is static.
With the increased use of variable
frequency drives, bearing failures attributed to electrical erosion have become more
common. Electrical erosion occurs when there are improper grounding or rotor issues
that allow for the passage of current from the race to the rolling elements, creating arc
pits in the steel. The first stage is micro-pits, some of which cannot be seen by the
human eye. These soon turn into a pattern referred to as fluting (see Figure 5). It usually
can be prevented by shunt brushes retrofitted onto the motor or by installing ceramic-ball
or ceramic-coated outer rings.
4. Environmental issues
Environmental conditions have a dramatic influence on the life of the bearing.
Contamination inhibits proper lubricant film. Every reasonable attempt should be made
to keep the bearing dry, cool and clean. In many cases this is difficult to do, as in a
foundry filled with heat and sand, or in a food plant where the machines are subjected to
nightly washings by a high-pressure hose. Exposure to moisture, chemicals, fine dust,
large particle dirt and extreme heat will result in a shortened life. A little guarding and
quality sealing goes a long way to enhance the serviceable life of the bearing.
7. Particulate contamination interrupts the all-important
lubricant film and causes metal-to-metal contact, which results in wear and momentary
welding of the rotating component to the race surface. Foreign particles along with
bearing steel particles may dent and score the contact surfaces of the bearing (see
Figure 6). Small particles trapped and suspended within the lubricant will act as a
lapping compound and wear away the surfaces of the steel and retainer materials,
causing abrasive wear. Larger particles dent the surfaces, resulting in fragment denting.
This type of contamination is usually easily spotted by the presence of the particles,
discoloration of the lubricant, or through lubricant analysis.
Bearings that have become contaminated with water will rust and corrode. Even 1% by
volume or less than 500 ppm contamination of the lubricant will cut the life of the bearing
significantly.
It’s not just the corrosion that kills the bearing; the water replaces the necessary
lubricant film and also degrades the lubricant by oxidizing it and creating acids. Along
with that, in some extreme conditions, hydrogen embrittlement or blistering may occur.
Contaminant exclusion devices and strategies are always a good investment. Water and
dirt are a menace and the enemy of rolling element bearings.
5. Lubrication
Lubrication issues are one of the primary causes of bearing failures. Bearing lubrication
should be put at the top of the list of maintenance concerns. The proper storage,
handling and dispensing, along with education and analysis, need to be a part of the
maintenance department’s lubrication reliability goals. The correct type, amount,
lubrication frequency intervals, application method, viscosity and cleanliness of the oil or
grease, along with the issue of compatibility, will all have a dramatic effect on the service
life of the bearing.
Bearing raceways that receive inadequate lubrication will have a glazed or frosty
appearance. This glazing is a result of metal being pulled from the surface after
momentarily welding together. This "picking," as it is referred to, leaves a rough finish on
the mating surfaces. If the lubricant film is inadequate as the rolling element enters the
load zone, it will skid or slide creating a smear (see Figure 7). A lubricant that is too stiff,
too viscous or spare will cause smearing on the race surfaces in the load zone.
8. In extreme cases of inadequate lubrication, the temperature will continue to rise,
resulting in further lubricant degradation and metallurgical changes evident by
discoloration of the rings. Grease that has a burning smell or has a charred appearance
is degraded. Oil that has a milky appearance is full of moisture.
A significant issue pertaining to modern
lubricants is compatibility. With complex formulas and additives, mixing of lubricant types
and brands is a recipe for failure.
A lubrication program must be implemented that is led by a technician who is trained,
certified and passionate about lubrication. The program should involve color-coding,
proper storage and handling, along with cleanliness.
6. Defects
Today, defective bearings are virtually nonexistent, thanks to current precision work
practices, quality steel and redundant dimensional tolerance checks as part of the
manufacturing process.
This holds true for all reputable manufacturers. Beware of discounted, grey market or
counterfeit products. Only a few times have I seen defectively manufactured bearings,
almost all of which were from questionable companies.
Properly conducted post mortem failure investigations or retrospective analysis of
bearings can save you time, money and lost production. Avoiding premature failure is
the goal, which will lead to plant reliability.
Remember, bearings usually don’t fail us. We fail them.
The root cause of bearing failure: 12 things to look for in the analysis
How do we determine the root cause of a bearing failure and prevent it from happening
again? Here are 12 keys to that analysis:
1. Save the failed parts and mark them (date, time, direction, location, etc.).
2. Order the analysis. Use a problem-solving system such as 5-Whys for RCFA.
3. Use a multi-faceted approach to condition monitoring by incorporating, vibration
analysis, thermography, lubricant sampling and ultrasound data collection.
4. Take pictures and document.
5. Analyze the collected data. Watch for trends.
9. 6. Separate and differentiate cause, effect and nonauditory noise. Determine the
root cause of failure.
7. Use a team of employees and industry specialists and implement the team’s
recommendations.
8. Avoid blaming individuals.
9. Change the culture away from run to failure.
10. Hold regular training sessions; education is important.
11. Follow up.
12. Expand on and communicate the successful solution to others.