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Reliability Engineering Course
ARME Exam Prep
118
Engineering
Post-Graduate
09/18/2024

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Cards

Term
A3
Definition
A method to illustrate an improvement project/ RCA process on one single sheet of A3 paper.
Term
Acceptance Testing
Definition
Performance quality of asset to be met by OEM and tested upon receiving to ensure it has no defects that will cause it to fail early (infant mortality). Vibration testing, functional test, etc. This is a task to reduce life cycle costs.
Term
ACR
Definition
Asset criticality ranking is a method to combine consequence, likelihood and detectability of an asset in order to rank all known assets. This enables prioritization of reliability improvement, and development of an RCM.
Term
AI
Definition
Artificial intelligence, machine learning. To handle large amounts of data to create evidence to support decisions.
Term
Analytics
Definition
Method to analyze data to assist with decision making processes.
Term
AOR
Definition
Asset opportunity ranking. Similar to ACR, ranks assets by their value to produce high quality products/ create reliability improvements. This helps with work prioritization.
Term
Availability, both terms.
Definition

1) (production time - downtime)/ production time 

 

2) for OEE calculations, actual production time / possible production time

Term
Bathtub Curve
Definition
Describes failure rate over lifetime of asset. Starts high and decreases overtime (infant mortality failures), reaches time with constant failure rates (random failures, mid-life), and then increases again with time (wear-out, age related failures).
Term
BEP
Definition
Best efficiency point. This is where we want operators to maintain assets at operationally.
Term
BOM
Definition
Bill of materials. Uses master asset list and attaches useful information for business use. This includes; serial #, part type, history, CM details, location, operating specs etc. This is critical to conduct any sort of reliability review of assets.
Term
BPR
Definition
Business process review. Review of processes in business to ensure we are meeting our business objectives, highlight areas of opportunity and improvement. All areas of maintenance and operations and work management are reviewing during BPR.
Term
Brown Paper Process
Definition
Where an entire process is drawn out, including steps and decision making, documentation, interfaces points. This enables a review of where the pain points/ areas of opportunity are in this process.
Term
Breakdown Maintenance
Definition
Maintenace related to breakdown of an asset.
Term
CBM
Definition
Condition based maintenance. When the failure of an asset time wise is not known, and the failure can be prevented, condition-based monitoring should be employed to track performance/ state of an asset to see if maintenance works are required.
Term
CDF
Definition
Cumulative density function. This is a curve which describes the cumulative probability of an asset failing as a function of time.
Term
Continuous Improvement
Definition
Many facets of reliability are living systems. Continuous improvement means to never stagnate on reliability efforts. The job is never done.
Term
CM
Definition
Condition monitoring.
Term
CMMS
Definition
Computerized maintenance management system - MAXIMO.
Term
Conditional and Unconditional Failure Intensity
Definition
Failure intensity = rate of failure. Conditional assumes asset is good as new at t0. Unconditional does not assume the asset is good as new at t0.
Term
Correlation
Definition
Where two assets failure rates share a probability relationship/ are realted.
Term
Criticality Analysis
Definition
Likelihood * Consequence * Detectability = Criticality of an asset (ACR) or failure mode (FMECA).
Term
Duane Model
Definition

MTBF (cumulative) = failure rate * (time operating) ^ growth rate

growth rate is the reliability improvement. 

Duane model considers the log-log linear relationship between cumulative failure rates and cumulative testing time, and is able to estimate the MTBF for a certain point in time, or forecast it into the future. 

Term
Crow AMSSA
Definition
Term
Crow AMSSA
Definition
Extension of Dunane model. Reliability growth plots are used to predict the future failures of assets with multiple failure modes. This plot can show graphically if relibaility is increasing or decreasing overtime.
Term
Culture Change
Definition
To encourage everyone in a business to operate to meet business goals. The goal is to make people aware of how they play a role in and benefit from the change.
Term
Data Analytics
Definition
Utilizing data to confirm something that is not evident. I.e., correlation analysis is data analytics.
Term
Defect Elimination
Definition
Elimination of defects in a system by proactively eliminating root causes of failures. It proactively acts to eliminate the onset of failure at all stages of an assets life.
Term
Delphi
Definition
SME consultation when problem solving decisions.
Term
Design for Reliability
Definition
Consider reliability in life cycle costs. Consider how an asset should be designed to ensure it's critically is not intolerable to the business. Prevent design issues early in the process through procedure and review.
Term
Detectability
Definition

How likely is it that a failure mode will be detected for an asset, number between 0-1. 

 

Term
DMAIC
Definition
Define, measure, analyze, improve, control. Data driven improvement process.
Term
EAM
Definition
Enterprise asset management system. Like CMMS but encompasses more than just reliability and maintenance management.
Term
F(t)
Definition
Function. Unreliability function. R(t) + F(t) = 1
Term
Failure effect
Definition
The effect an failure will have on the system. Used in FMEA analysis. Not the same as consequence.
Term
Failure Mode
Definition
The ways in which an asset can fail.
Term
FFT
Definition
Fast fourier transform. Takes time-based data and makes it frequency-based. Used in Spectral analysis of vibration and ultrasound measurements.
Term
Failure rate
Definition
1/MTBF. Rate of failure. R(t) = e^-(time*failure rate)
Term
FMEA
Definition
Failure Mode and Effect Analysis
Term
FMECA
Definition
Failure mode effect and criticality analysis. Risk priority number given to failure modes and ranked.
Term
FTA
Definition
Fault tree analysis
Term
FTIR
Definition
Fourier transform Infared analysis. A technique used in oil analysis to detect organic compounds.
Term
Function
Definition
The function of an asset, operating specifications for what it is required to do until it reaches functional failure. Must contain an verb, object and action.
Term
Functional Failure
Definition
When an asset is unable to meet its function it is considered functionally failed.
Term
Gaussian Distribution
Definition
Graph which illustrates the variability of failure likelihood from MTBF. This can only be used when the failure rate is constant (i.e., mid life).
Term
G1, G2.5, G6
Definition

Should be G1.

The grades of residual imbalance, expressed as g-mm/kg for a particular speed. This is the force of imbalance, not the vibration displacement/ velocity of imbalance. 

Term
Hazard Rate
Definition
The failure rate when it is not constant and can be different at time, for non-repairable assets.
Term
Harmonics
Definition

Harmonics are when current and voltage are imbalanced in an electrical system and the waveforms deviate from their sinusoidal shape. This can cause heating in motors and transformers as they become less efficient and lose energy to heat.

 

Resonant spectra related to bearing failure vibration results. These are additional wavelengths produced when a bearing failure "rings like a bell". 

Term
Hidden Failure Finding Task
Definition
Task with specific interval undertaken to assess if a failure has occurred on a non-detectable failure mode, before the consequences can be experienced.
Term
Histogram
Definition
Bar chart showing frequency of failures over ranges of times. This can be used to illustrate a pattern if there is any, i.e., increasing rate of failure over time, or highlight a certain time where many failures tend to occur for further analysis.
Term
Hz
Definition
Unit of frequency, Hertz.
Term
Human Error
Definition
Occur when people are not trained, do not have the right tools, are in a poorly managed environment or just random. Human errors are inevitable but can be minimized.
Term
Infant Mortality Failure
Definition
High but decreasing failure rate at the start of an asset life. One reason we perform condition monitoring as we don't know when a failure will occur.
Term
Interval Based Maintenance
Definition
Maintenance takes place at pre-defined interval. Been proven task will not be valuable or effective with condition-based monitoring.
Term
IR
Definition
Infared, the emission of radiation from a heat source.
Term
Integrity Operating Window (IOW)
Definition
Kit should have upper and lower operating ranges so operators know where to keep kit operating to meet functional needs.
Term
ISO 14224
Definition
Taxonomy for classifying and identifying equipment hierarchy, for the master asset list.
Term
ISO 17024
Definition
Specifies the personal certification schemes to validate and ensure the integrity and independence of the training.
Term
ISO 18436
Definition
Standard(s) for those who will be conducting condition monitoring and diagnostic tasks.
Term
ISO 21940
Definition
Standard for balance quality for various classes of machines (rigid state motors)
Term
ISO 4406
Definition
Cleanliness codes for oil analysis -> 4um, 6um and 16um
Term
ISO 55000
Definition
Guide for asset management system
Term
KPI
Definition
Key performance indicator. Can be used to communicate the value of reliability if done well. Leading -> future (oil results etc), or lagging (MTBF etc)
Term
L10
Definition
Bearing life, described as 10% have failed but 90% are okay.
Term
Laplace Trend Test
Definition
Calculation used to determine if reliability is increasing or decreasing. Can only be used in constant failure rate state
Term
LCC
Definition
Life Cycle Costing - to estimate the total cost of ownership, so business does not make decisions on upfront capital alone.
Term
Lean
Definition
Lean business model = maximizing value by minimizing waste
Term
Likelihood
Definition
The probability of occurrence of a failure
Term
ML
Definition
Machine Learning, can be used in data analysis, condition monitoring etc.
Term
MAL
Definition
Master asset list
Term
Management of Change
Definition
A structured process for communicating, recording, approving changes to PMs, master asset list, assets themselves etc.
Term
MCA
Definition

Motor current analysis: analyses current flowing through one or more phase to pick up on noise which could indicate electrical or mechnical faults with the motor. Cracking rotor bars, end rings or motor eccentricity. 

 

Motor circuit analysis: testing motor while it is offline to check connections and cable quality. 

Term
MCSA
Definition
Motor signature analysis: where current readings are analyzed in the FFT domain. It collects only motor current data. Cracked rotor bars, eccentricity, loose wedges, and high resistance joints
Term
Mean
Definition
MTBF
Term
Monte Carlo Simulation
Definition
Computational method to determine the probability of many outcomes for an uncertain event.
Term
MRO
Definition
Maintenance, Repair and Operations, Maintenance Repair and Overhaul: 40-60% of maintenance costs are the cost of parts to repair and overhaul.
Term
MTBF
Definition
mean time between failures -> can be described as time/failures but assumes constant rate, can also be estimated using gaussian with mean, var
Term
MTBFF
Definition
mean time between functional failure
Term
MTTF
Definition
mean time to failure
Term
NDT
Definition
Non-destructive testing. The aim is to leave the asset in good working condition if no faults are found.
Term
O&M
Definition
Operations and maintenance
Term
OEE
Definition

overall equipment effectiveness

OEE = Availability * Performance% * Quality%

Term
On-Condition Maintenace
Definition
Kit is repaired or replaced due to evidence for need given condition monitoring
Term
Oil Analysis
Definition

Analysis of oil to determine: 

Contaminants (water, external)

Wear (copper, other metals, silicon, internal)

Chemistry (additive quantities, viscosity) 

This data can show if the asset has issues or is failing

 

Term
PD
Definition
Partial discharge: When electric field exceeds dielectric threshold of the insulating material and has a baby arc.
Term
PDF
Definition
Probability density function: function which can show the probability of failure at any one time.
Term
PdM
Definition
Predictive maintenance
Term
P-F Curve
Definition
Potential failure curve, functional failure curve
Term
P-F Interval
Definition
Interval between potential failure beginning and functional failure. This interval is not always known.
Term
Planned maintenance
Definition
80% planned, 20% unplanned. Maintenace which is known within at least one weeks' notice.
Term
PMO
Definition
Planned maintenance optimization
Term
Precision maintenance
Definition
Work is done to meet standards and specifications adhered to by the business. When alignment has no offset or angularity, when bolts are fastened to correct tension, when imbalance is not exceeding imbalance standard (ideally G1), when all tasks have been performed in a way to ensure longest possible asset life.
Term
Prescriptive Maintenance
Definition
Step up from predictive maintenance, where not only condition is forecasted but work is scheduled in response to this forecast and the necessary action is taken.
Term
PRV
Definition
Plant replacement value = cost to replace existing structure with new one given function, materials, standards and codes.
Term
r out of n system
Definition
a system that requires r units to function out of n system
Term
R(t)
Definition

reliability 

=e^(-t*failure rate)

Term
RAMs
Definition
reliability, availability and maintainability
Term
RASCI
Definition
responsible, accountable, support, consult and inform. RACI is a responsibility matrix set out by the business
Term
RCA
Definition

Root cause analysis (5 whys, fishbone, step, FTA), RCFA

FRACAS = failure reporting and corrective asset system (A3, 8D, 16J)

Term
Reliability
Definition
Reliability is the duration of a failure free performance of an asset under stated conditions and specific time period and can be calculated to have a number between 0 and 1
Term
Reliability block diagrams
Definition

Ability to calculate joint reliability

series = a*b

Parallel = 1-(1-a*b))

 

Term
Resonance
Definition
External force vibrating at the same frequency as the natural frequency of an item causing violent vibration.
Term
ROCOF
Definition
Rate of occurrence of failures, in the bathtub curve the vertical axis is ROCOF
Term
RPN
Definition

Risk priority number = severity * occurrence * detection

RPN = SOD

RPN is used to compare issues for prioritization 

Term
SAE Standard JA1011 RCM
Definition

Evalutation criteria for RCM processes. 

function, failure effects, failure modes, failure consequences, proactive tasks, default actions 

 

 

Term
Six Sigma
Definition
process and tools for process improvement. Six sigma is one in which where 99.99966% of all features are expected to be free of defects.
Term
Soft Foot
Definition
Where one or multiple feet of an asset is shorter or longer than the others and is very common for rotating machinery. Should be less than 0.05mm
Term
Spectrometric Oil Analyses
Definition
Where an oil sample is burned to observe the light emotion of the various chemistries in an oil sample. This is used to count particle totals with small particles dominating the count (<7um).
Term
Suspended data
Definition
Censored data from MTBF calculations due to failure not occurring yet.
Term
SWIFT
Definition
structured risk identification workshop method
Term
TEEP
Definition
Total effective equipment performance. TEEP = OEE * Utilization = A * Q% * P% * U%. Takes into account both equipment losses and schedule losses.
Term
TCO
Definition
Total cost of ownership -> total costs of life, including purchasing, maintaining, operating and disposing.
Term
TPM
Definition
Total productive maintenance. Optimization approach to minimizing breakdowns, downtime and Maintenace.
Term
TQM
Definition
Total Quality Management: encourage employees to deliver high quality product/ service to customers
Term
Ultrasound
Definition
Used to detect high frequency vibration/ sound which can indicate bearing failures and electrical issues such as corona, PD and arc flash. 20-50kHz range detection.
Term
Unbalance
Definition

Rotor unbalance is where the center of gravity is not located at the geometric center of the asset, resulting in detectable vibration and associated damage.

 

U = m * r

m = unbaalnce mass

r = radius from center to ubalance mass

U, imbalance measured in g/mm

 

Unbalance can be fixed in-situ using vibration analysis and welding/ removing weights as required, or via shop which would measure force of imbalance to fix the issue. 

 

Residual unbalance should be graded to G1 as per standard ISO21940 (which measures force of imbalance not vibration). 

Term
Wear Particle Analysis
Definition
Ferrography is a method of viewing an oil sample very closely to determine the quantity and types of wear particles.
Term
Weibull Analysis
Definition
Method of determining the rate of failure when the rate of failure is not linear. B > 1 means increasing rate of failure end of life, B < 1 is decreasing rate of failure which is infant mortality, and B = 1 constant failure rate.
Term
Wrench time
Definition
Time on the tools
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