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The Dynamic Duo of Machine Condition Monitoring - A case study by Drew D. Troyer

The Dynamic Duo of Machine Condition Monitoring - A case study by Drew D. Troyer

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    GE Energy Measurement & Control Solutions, Bently Nevada, GE Energy Measurement & Control Solutions, Bently Nevada, Document Transcript

    • GE EnergyMeasurement & Control SolutionsThe Dynamic Duo of Machine Condition MonitoringBy Drew D. Troyer, CRE, CMRPWhich condition monitoring technology creates more value for the organization – vibration analysisor oil analysis? The answer is, without question – both! In the plant, I believe in the “Five Rights ofProactive Machine Reliability Management” – in no particular order of importance. 1. Right Alignment – Angular or offset misalignment produces stress concentration, which leads to wear fatigue and yield deformation. 2. Right Balance – Dynamic force imbalance produces stress concentration, which leads to wear, fatigue and yield deformation. 3. Right Lubrication – Wrong type, wrong amount, degraded or contaminated lubricant leads to mechanical and corrosive wear. 4. Right Fastening – Looseness produces stress concentration, which leads to wear, fatigue and yield deformation. 5. Right Operation – Operating machines incorrectly leads to wear and failure and can be a danger to the operator and others.How could we conceivably manage the “Rights” of machine reliability without an integratedapproach to machine condition monitoring? Vibration is the lead technology for alignment, balanceand fastening, while oil analysis is essential for lubrication.Proactive control of asset reliability should be the major focus of our condition monitoring programs,but we also need to effectively detect and diagnose problems when proactive control isn’t enough.Again, we require an integrated approach – for several reasons. Oil analysis tends to take the lead indetecting problems with hydraulics and reciprocating equipment, like engines. Vibration analysistends to take the lead with pumps, motors and other rotating equipment with rolling elementbearings. They’re about even when it comes to gears and sleeve or journal bearing systems, liketurbo-machinery. The truth is, most plants have a combination of these equipment types and, assuch, a combined approach is required.In a study of 750 failures at the Palo Verde nuclear power generating station in Arizona, engineersfound that oil analysis was the early indicator in about one-third of the failure events, vibrationanalysis lead the way in about one-third of the events, and both technologies provided simultaneouswarning in the last third. Why is it important to get the earliest warning possible? In addition toproactive management of machine health, we monitor the condition of our machines to detectimpending problems before they affect the machine’s function, so we can avoid equipmentdowntime, minimize collateral damage and support effective planning and scheduling of
    • maintenance. In some instances, we can detect problems early enough to identify and eliminate the forcing function, avoiding failure altogether. In other instances, we must detect problems early enough to accomplish the following maintenance planning and scheduling goals:  Schedule repair during a normal production outage, avoiding additional downtime.  Arrange for the delivery of required parts that aren’t kept on hand.  Gain access to special tools required to complete the job.  Organize for special skills or labor to complete the job.  Assemble work plans and instructions. By planning, we reduce the failure’s impact on the organization and increase the efficiency with which we carry out maintenance. To plan effectively, we must diagnose problems effectively. Diagnostically, vibration analysis is excellent at localizing machine faults and the amplitude and nature of the vibration signal provides information about the failure and its severity. The shape, size and concentration of wear particles in the oil is a tell-tale of the wear mechanism, its root cause and the severity of the event. For most problems, we benefit from having oil analysis and vibration analysis data combined to answer the following questions about the failure event - what, where, why and how bad. Isn’t that the essence of why we monitor the condition of our machines anyway? Additionally, we always proceed with a greater degree of confidence when two technologies reveal the same problem, which was the case in a third of the failures evaluated in the Palo Verde study.Root Cause Condition Failure Incipient Fault Indicators Advanced Fault Mechanism IndicatorsLube oil oxidation in a Degradation of the -Early indicators of -Advanced stagerolling element bearing lubricating oil film oxidation indicators of oxidationapplication leads to increased -Increased concentration of -Increasing oil viscosity contact fatigue iron and copper particulate -Oil becoming dark wear of the rolling -Increased amplitude of and pungent smelling elements and high -frequency vibration -Increased raceways and due to the loss of the concentration of wear corrosion and lubricant film particles cutting wear of the -Increased size of wear brass bearing particles cage. -Increased amplitude of vibration in the bearing fault frequencies -Sensory indicators in latest stages of failure
    • Misalignment in a Misalignment -Increased amplitude of -Increasing amplituderolling element bearing produces vibration at one times the of vibration at bearingapplication increased stress running speed. fault frequencies, concentration, -Increased concentration of indicating the nature leading to wear, iron particulate. of the bearing failure degradation and -Increasing size and seizure. concentration of iron particles -Increased production of copper particles -Thermal degradation of the oil Sensory indicators in the latest stages of failure. Figure 1 - This table illustrates the power of integrated condition monitoring to better control and respond to the root causes of machine failure. Organizing for Integrated Condition Monitoring Unfortunately, vibration analysis and oil analysis are typically carried out by different groups within the organization. Vibration analysis activities typically reside in the condition monitoring, rotating equipment or vibration monitoring group, while oil analysis usually resides with the lubrication team. Making matters worse, the oil analysis program usually consists of submitting occasional samples to a laboratory in exchange for results that frequently look more like chemistry than machine condition monitoring. And, too often, oil analysis is used to schedule oil changes while equipment condition assessments are left primarily to vibration analysis. As the Palo Verde engineers discovered, integrating oil analysis and vibration analysis into a common organization produced cross- pollination in the troubleshooting process, creating a synergistic effect – oil analysis was strengthened by vibration analysis and vice versa. We can take additional steps to strengthen the organization bond between these two natural allies. First, we can cross-train our technicians. It’s common for oil analysts and vibration analysts to specialize in their respective technologies. In order to communicate effectively to solve machinery condition problems, oil analysts must understand vibration analysis and vibration analysts must understand oil analysis. So, our oil analysts should be trained and certified, at least to Level I, in vibration analysis and our vibration analysts must be trained and Level I certified in oil analysis. Further, we need to combine the data into a common platform. By pulling the machine condition data together into a common software platform, the analysts are working from the same basis and the combined information is available for cross-technology trending and analysis. For instance, we may want to correlate the increase in wear particle concentration of iron in parts per million to the
    • amplitude of vibration at a particular frequency in mm/s as a function of time. Combininginformation into a common platform enables this higher level analysis.Increasing our diagnostic power by integrating our condition monitoring data onto a commonplatform may not be the most important aspect bi-product of the process. Integrating conditionmonitoring data onto a common platform breaks down the traditional organizational barriers thathave kept us focused on our respective technologies. Having trained thousands of conditionmonitoring technicians I can say without hesitation that in the classroom vibration analysistechnicians see the value of oil analysis and vice versa. However, back in the plant, it’s too easy tofall back into our routine of focusing on our respective technologies – rendering the cross training toa quickly forgotten intellectual exercise. To make pretty music, we need to get the entire choirsinging from the same page in the song book – that’s how organizations work. For conditionmonitoring, our condition monitoring data software is our song book. Sharing a common platformfacilitates a team-approach to problems solving. Yes, we may each continue to specialize in ourrespective technologies, but we “act locally, while thinking globally.” It makes a big difference.Figure 2 - Viewing condition monitoring data in a single software package improves diagnosticspower and breaks down organizational barriers.
    • GE EnergyMeasurement & Control SolutionsConclusionsIn conclusion, oil analysis and vibration analysis are natural allies in achieving machine reliability.They offer complementary strengths in controlling the root causes of machine failure and inidentifying and understanding the nature of abnormal conditions. Success depends having the rightset of tools and on making changes in the organization to foster the development of conditionmonitoring and machinery diagnostic specialists in lieu of technology specialists. A carpenter goes tothe site with all the tools necessary to complete the job. While it may be possible to cut a board withthe claw of a hammer, the carpenter is more likely to draw his saw, a more effective tool for the task.We in condition monitoring must view technologies as enabling tools. We need the right tools in ourbag to complete the job of ensuring machine reliability. Copyright©2011 General Electric Company. All Rights Reserved.