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Instrument Calibration must be carried out to maintain and verify instrument accuracy. Test and Calibration instruments are available that cover all different instruments which measure typically Flow, Pressure, Temperature etc. They are also used for setting up final elements such as control valves. Test and Calibration instruments are available in portable versions for site calibration or bench versions for the workshop. Calibration is the process of configuring an instrument to provide a result for a sample within an acceptable range. Eliminating or minimising factors that cause inaccurate measurements is a fundamental aspect of instrumentation design.
There are as many definitions of calibration as there are methods. According to ISA’s The Automation, Systems, and Instrumentation Dictionary, the word calibration is defined as “a test during which known values of measurement are applied to the transducer and corresponding output readings are recorded under specified conditions.” The definition includes the capability to adjust the instrument to zero and to set the desired span. Usually Calibration involves injecting an accurate signal from the calibrator into the instrument at 0%, 25%, 50%, 75% and 100% of range and adjusting the instrument zero and span to a point where the instrument is aligned with the calibrator for the specified range.
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Low
Pressure Calibrations - When
you're performing a low pressure calibration, there are some things you can do
to make the job easier and better (more accurate) - From
Martel Matters Newsletter.
Temperature
Calibrations (Thermocouple Edition) -There
are a few "gotchas" in temperature calibration when we're talking
about T/Cs and RTDs. Each has its own problems, This article will focus on
calibration of T/C instrumentation -
From
Martel Matters Newsletter.
Field
Calibrators Make Everything Better - Users Are
Opening Their Eyes to How Much Clearer Their Data Is - and How Much Better Their
Processes Can Run - with Field Calibrators - From www.controlglobal.com
Martel
Process Calibrators Blog -
Lots of Interesting Calibration Related posts.
Who
Do You Trust? - Can you Trust your Vendor’s Calibration
Certificate?
Martel
Calibrator Newsletter - Martel
Matters is an e-newsletter from Martel Calibrators. It provides
information on new and existing products and calibration "tips".
Highlights from the Latest Newsletter include;
- Tips on performing Low Pressure Calibration
- Getting Rid Of Leaks
- Adding Volume To Your System
- Watching Out For Temperature Effects
- Considering Head Pressure Errors
“How
to” Choose the Right batteries for your Calibrator - Most of our
calibrators are designed to use standard replaceable Alkaline batteries. You
know, the ones you can buy at the corner store. That’s a good choice because
of the relatively high power density and mostly flat discharge curve of these
cells. They start out with a high terminal voltage (1.5 V or more). A
really strong point for these batteries is the long shelf life. If you don’t
use your calibrator much, that would be a good reason to use Alkalines. New ones
typically have a shelf life of 3 years or more.
Is It a
Calibrator? - People actually in the calibration industry often hear
things being called calibrators that obviously aren’t. The defining points for
a calibrator are detailed here.
Calibration Forms
1.13
The Following are from the very useful
InstrumentationPortal.Com
Calibration
Form - Calibration forms provide a list of actions to be done when
performing instrument calibration. Instrument Calibration is required to make
sure that instrument will function properly prior to installation. Before
shipping, vendor has already done the calibration after setting the range to
pre-determined value as requested by the end-user. It is common by contractor to
re-check the instrument by performing bench calibration. However, some end-users
prefer to install the instrument without undertaking this test. Following are
some typical calibration forms for transmitters, gauges and control valves.
Transmitter
Calibration Form
Control
Valve Calibration Form
Pressure
Gauge Calibration Form
Calibration Principles - Details in this excellent chapter from the ISA on how to define key terms relating to calibration and interpret the meaning of each. Understand traceability requirements and how they are maintained. It describes the following;
The characteristics of a good control system technician
Differences between bench calibration and field calibration
The differences between loop calibration and individual instrument calibration, listing the advantages and disadvantages of each.
List the advantages and disadvantages of classifying instruments according to process importance—for example, critical, non-critical, reference only, OSHA, EPA, etc.
Flow
and Level Calibration Notes -Thanks to INX Inc - These
notes whilst being a little dated are still very useful.
Pressure
& Temperature Calibration Notes- Thanks to INX Inc-
These notes whilst being a little dated are still very useful.
Calibration
Primer - From Omega.com - The
most sophisticated industrial equipment will not be very useful unless it is calibrated. Through calibration,
adjustments made to a piece of equipment ensure that
it performs as expected—that it can be relied on to deliver predictable, accurate results that meet
quality standards. This white paper from Omega Engineering
explains what calibration is, why it is important, and how it works. NIST
traceability is defined and discussed, and there is a step-by-step description of a basic calibration. This
paper also discusses in-house vs. laboratory calibration, and it describes major
types of calibration devices.
Some
Notes on Device Calibration -From the University
of Dublin - A comprehensive albeit a bit academic note.
Calibration
- Calibration is the validation
of specific measurement
techniques and equipment. At the simplest level, calibration is a comparison
between measurements-one of known magnitude or correctness made or set with one
device and another measurement made in as similar a way as possible with a
second device. This article from Wikipedia covers all the basics pretty well.
A
Beginner’s Guide to Measurement - This 30 page Beginner’s Guide from
the National Physical Laboratory explains the fundamental concepts and basic
facts about measurement, and in particular accurate measurement. It includes
brief accounts of the role of measurement in modern and historical societies and
explains the SI system, its base units and their relation to other units. The
various organisations involved in measurement are introduced and their roles in
linking all measurements to the SI base units through traceability chains
explained. It includes general guidance about practical issues that affect the
making of measurements, gives the meanings of key measurement terms, and
explains the significance of such fundamental concepts as measurement
traceability and calibration.
The Following Technical Tips are from Advanced
Instruments Inc
What
Is Instrument Calibration and What Does It Do? - Instrument calibration
is one of the primary processes used to maintain instrument accuracy.
Calibration is the process of configuring an instrument to provide a result for
a sample within an acceptable range. Eliminating or minimizing factors
that cause inaccurate measurements is a fundamental aspect of instrumentation
design.
Why
is Calibration Important? - How a properly performed calibration can
improve product performance.
What
Factors Affect Calibration? - Once the benefits of a properly performed
calibration are understood, it becomes evident that care must be taken during
the process to prevent potential error sources from degrading the results.
Several factors can occur during and after a calibration that can affect its
result.
Calibration Terminology - Details on calibration terms - from Beamex.
The following links are from Fluke
Glossary
of Loop Calibration Terms
Glossary
of Pressure Calibration Terms
Glossary
of Temperature Calibration Terms
Calibrating Fieldbus Instruments
Calibrating Fieldbus Transmitters - Fieldbus is becoming more and more common in today’s instrumentation. But what is fieldbus and how does it differ from conventional instrumentation? Fieldbus transmitters must be calibrated as well, but how can it be done? Until now, no practical solutions have existed for calibrating fieldbus transmitters - from Beamex.
Instrument
Calibration- Glenn Carlson,
Technical Support, - Users frequently want to know
how often they need to calibrate their In- Situ
instrument. The most accurate answer to that question is “it depends”.
This article addresses this -thanks to In-Situ Inc
.
How
Frequently should a Product be Calibrated? - The simple answer to this
question, although not a very helpful one, is “when it needs it.” From
a more practical standpoint, daily or periodically testing the control solutions
of known values can provide a quantitative indication of instrument performance,
which can be used to establish a history - from Advanced
Instruments Inc.
How
often should Calibrators be Calibrated? - This article discusses some of
the things to be considered when specifying the calibration period and provides
some general guidelines. The same guidelines that apply to a calibrator also
apply to other measuring equipment in the traceability chain. These guidelines
can even be used for process instrumentation - from Beamex.
How
often should Instruments be
Calibrated? - Plants can improve their efficiency and reduce costs by
performing calibration history trend analysis. By doing it, a plant is able to
define which instruments can be calibrated less frequently and which should be
calibrated more frequently. Calibration history trend analysis is only possible
with calibration software that provides this functionality - from Beamex.
4.13
Calibration
Intervals, A Manufacturer’s Perspective - David Deaver - The analysis
tools that are currently available for Calibration Intervals focus on setting
intervals to achieve a desired reliability target. This paper suggests there is
another perspective that these tools do not currently address; consequence cost
or accumulated liability. A case is made that sometimes the reliability target
is a secondary consideration to managing this consequence cost. The paper also
addresses how manufacturers establish calibration intervals. The paper presents,
and defends, the practice of using no analysis whatsoever in establishing the
manufacturer's recommended calibration interval - from Fluke.
Other General Test and Calibration Links
Guidelines
for Evaluating and Expressing
the Uncertainty of NIST Measurement Results- Barry N.
Taylor and Chris E. Kuyatt - This is NIST Technical Note 1297 as it was
published
.U.
S. Army Corps of Engineers
Process Instrument And Control Checklist - This
is a very useful checklist which is designed to facilitate the performance
evaluation of process instrumentation and control systems used to operate and
monitor treatment processes and equipment.
On Site Flow
Calibration is Painful but Necessary- by David W. Spitzer
-thanks to ControlGlobal.com
.Some new product introductions have raised doubt about what in-situ
calibration for flowmeters is, and whether it can be duplicated with simulators
and calibrators with expanded diagnostics.
Calibrating
and Testing Control Components on your Heat Process - What, When and How Should
I Calibrate? - Arthur Holland, Holland Technical Skills -
an excellent explanation on the basics of calibration - from dcnz.
Calibrating
Non Destructive Testing Instruments
- NDT Resource Centre- Calibration refers to the act of evaluating and
adjusting the precision and accuracy of measurement equipment. In ultrasonic
testing, several forms of calibration must occur. First, the electronics of the
equipment must be calibrated to ensure that they are performing as designed.
This operation is usually performed by the equipment manufacturer and will not
be discussed further in this material. It is also usually necessary for the
operator to perform a "user calibration" of the equipment. This user
calibration is necessary because most ultrasonic equipment can be reconfigured
for use in a large variety of applications.
A
Guide to Low Resistance Measurement - You
have to register to obtain this handbook which gives an overview of low resistance
measurement techniques, explains common causes of errors and how to avoid them.
We have also included useful tables of wire and cable characteristics,
temperature coefficients and various formulas to ensure you make the best
possible choice when selecting your measuring instrument and measurement
technique - from Cropico.
Guide
To Low Resistance Testing
Getting
Down to Earth - A Practical Guide to Earth Resistance Testing - Earth
resistance is measured in two ways for two important fields of use:
- Determining effectiveness of “ground” grids and connections that are used
with electrical systems to protect personnel and equipment.
- Prospecting for good (low resistance) “ground” locations, or obtaining
measured resistance values that can give specific information about what lies
some distance below the earth’s surface (such as depth to bed rock). It is not
the intent of this manual to go too deeply into the theory and mathematics of
the subject. As noted in the references at the end, there are many excellent
books and papers that cover these. Rather, the information herein is in simple
language for easy understanding by the user in industry - from Megger and Weschler
Instruments
The
Expression of Uncertainty and Confidence in Measurement - M3003 - The
general requirements that testing and calibration laboratories have to meet if
they wish todemonstrate that they operate to a quality system, are technically
competent and are able to generate technically valid results are contained
within ISO/IEC 17025:2005. This international standard forms the basis for
international laboratory accreditation and in cases of differences in
interpretation remains the authoritative document at all times. M3003 is not
intended as a prescriptive document, and does not set out to introduce
additional requirements to those in ISO/IEC 17025:2005 but to provide
amplification and guidance on the current requirements within the international
standard. This 82 page document is certainly comprehensive - from www.ukas.com.
The
Internet Resource for the International Temperature Scale of 1990
- Temperature Scale and General Temperature information for metrologists,
scientists, calibration engineers and those with an interest in the temperature
scale and its realisation.
Calibration
of Test Equipment for Maintenance Purposes - The responsibility of an
Approved Maintenance Organisation (AMO) is to provide within its Maintenance
Organisation Manual (Policy and Procedures Manual (or equivalent document) a
list of all test equipment that must be calibrated and the process to track the
calibration - from Civil Aviation Safety Authority.
The Following Papers are from BEAMEX
Automated
Calibration Planning Lowers Costs
- Calibration is an essential element
of any instrumentation
maintenance program. However, sometimes
calibration operations can be long and time-consuming.
By planning the process and adding the right
tools, efficiency can be improved and costs lowered substantially.
Traceable
and Efficient Calibrations
in the Process Industry - Today’s modern process plants, production
processes and quality systems, put new and tight requirements on the accuracy of
process instruments and on process control. Quality systems, such as the ISO9000
and ISO14000 series of quality standards, call for systematic and well
documented calibrations, with regard to accuracy, repeatability, uncertainty,
confidence levels etc.
The
Safest Way to Calibrate - An Introduction to Intrinsically Safe Calibrators
- There are industrial environments where calibrations should not only be made
accurately and efficiently, but also safely. When safety becomes a top priority
issue in calibration, intrinsically safe calibrators enter into the picture.
The Following Papers are from Fluke
Many Technical
Calibration Papers including the following can be found thanks to Fluke,
you have to register but it is worth it.
A Poor Man's Resistance Bridge
A Preliminary Assessment of the Effectiveness of 5700A Artifact Calibration
A Traceability Technique for Complex Waveform Generators
A Wheatstone Bridge for the Computer Age
An Application of the Guide to Measurement Uncertainty
An Assessment of Artifact Calibration Effectiveness for a Multifunction
Calibrator
Calibration Data Management: Meeting the Reporting Requirements of ISO/IEC FDIS
17025 Future Developments in Oscilloscope Calibration
Maintenance and Calibration of HART Field Instrumentation
Why
Calibrate Test Equipment? - You’re serious about your electrical test
instruments. You buy top brands, and you expect them to be accurate. You know
some people send their digital instruments to a metrology lab for calibration,
and you wonder why. After all, these are all electronic — there’s no meter
movement to go out of balance. What do those calibration folks do, anyhow —
just change the battery? These are valid concerns, especially since you can’t
use your instrument while it’s out for calibration. But, let’s consider some
other valid concerns. For example, what if an event rendered your instrument
less accurate, or maybe even unsafe? What if you are working with tight
tolerances and accurate measurement is key to proper operation of expensive
processes or safety systems? What if you are trending data for maintenance
purposes, and two meters used for the same measurement significantly disagree?
Measurement
Uncertainty - How does DMM Accuracy affect your next Measurement? -
Measurement uncertainty is an estimate of the possible error in a measurement.
It's also an estimate of the range of values which contain the true value of the
measured quantity. It's also the probability that the true value lies within a
stated range of values.
The following Calibration Links are from Dickson
Are
All Metrology Labs Alike? - Short answer – NO!!! In fact, to those of
us in the industry who truly know what it takes to recalibrate instruments to
objectively defined standards, a better question might be— Are you using the
equivalent of a meat thermometer to validate conditions in your processing plant
or laboratories?
“Before”
Calibrations Count More than Many Think - As most know,
temperature and humidity dataloggers and chart recorders need to be recalibrated
periodically to ensure this accuracy, and competent quality managers need to
establish schedules for recalibrations that reflect due diligence to monitor
that temperatures and humidity are kept within acceptable and pre-defined
tolerances. But "recalibration" can mean different things, and what
could be termed "recalibration on the cheap" does NOT demonstrate the
accuracy of your recorded data (instruments).
Monitoring
Revisited -
While
most pharmaceutical quality managers realize the importance of temperature and
humidity tracking to guarantee both quality and compliance, the way in which
many go about it is adding hidden costs. Technology for temperature/humidity
tracking continues to evolve, and there are numerous time-saving features in
recent temperature/humidity data loggers that can make a difference. On one
hand, some quality managers are doing too much to track temperature /humidity
data, while on the other hand some are doing too little. For many, it’s timely
to revisit temperature and humidity monitoring. Here are some key points to
consider.
Monitoring
Temperature and Humidity - Monitoring temperature and/or humidity
conditions is an essential ingredient of a wide range of quality assurance
applications. There are many common methodological errors, however, in ways that
this task is approached that either compromise quality standards or add
unnecessary time and expense to the monitoring task. Insufficient calibration of
temperature and humidity monitoring instruments is high on the list of
problematic areas. Mismatching technology to the monitoring task at hand is
another problematic area. This article revisits technology trends in monitoring
instrumentation, provide tips on calibration and discuss common methodological
errors that quality managers should avoid.
Get
Before Data - Before data (a.k.a. "as received data")
documents the accuracy of your data logger or chart recorder before it is
calibrated. When your instrument is re-calibrated it is returned to original
specifications. You cannot retroactively obtain "before" data.
1-Point,
3-Point, or Custom Point? - Choosing between 1-Point, 3-Point and Custom
Point Calibrations is very straightforward when you know how calibration REALLY
works...
Calibration
Glossary - A useful glossary explaining calibration terms.
4.13
Electrical Measurement Safety
Electrical
Measurement Safety Program - Every day, an average of 9,000 U.S. workers
suffer disabling injuries on the job. Anyone
performing electrical measurements should understand the safety standards and be
certain their tools meet code. This page from Fluke is an excellent Safety
Resource.
Video
- Electrical Measurement Safety - This hour long session provides an
awareness of electrical measurement hazards; a better understanding of the
safety specifications for digital multimeters and testers; an understanding of
the four installation measurement categories and; how to minimize and avoid
electrical measurement hazards- You will need to register to see this video -
from Fluke.
10
Mistakes People Make Working on Electrical Systems - Jim White - This
list gets you thinking. We go through life making small mistake after small
mistake and nothing happens, until we happen to get the wrong alignment of small
mistakes and have an accident. Once the accident starts, we have no control over
it, so the best thing to do is to avoid the small mistakes and tighten up the
way we work – from Shermco Industries and Fluke.
Test and Calibration Standards
Temperature Instrument Calibration
The following temperature calibration links are compliments
of ISOtech
A Review of Some of the
Best Articles Written about Water and its Triple Point - Details of articles on this subject.
Calibrating
Thermometers
-Dave Ayres and Anne Blundell - A thermometer without a
traceable calibration route to recognised National Standards is fairly useless.
Yet we all buy mass produced thermometers which are supplied without a
calibration and use them. We all hope that the manufacturer has been
conscientious and has at least carried out calibration checks on batch samples
and has claimed a level of accuracy to the batch. But has the manufacturer used
suitable standards for the calibration?
Improved Sterilizer
Tests - Dave Ayres and Dave Hill - Scottish
Healthcare Supplies Sterilizer Test Group assessed various established methods
of on-site temperature calibration and realised there might be shortcomings in
commercially available "complete" systems. The guidelines require
tests on sterilizer systems to be carried out within a system uncertainty of
±0.5°C but the assessment showed that in many cases "complete"
systems could produce a system uncertainty of ±1.0° or worse. (Temperature
monitoring in sterilizer systems is critical ensuring that microbiological
viability is eliminated from the product).
Industrial
Measurements with very Short Immersion - J. P. Tavener, D.
Southworth, D. Ayres, N. Davies.- One major problem that keeps
recurring is the request to calibrate, or in some other way to evaluate, very
short industrial temperature sensor assemblies. These sensors are so short that
the sensor does not attain the temperature of its surroundings. Two distinct
methods are possible, in method one the assembly is immersed in a comparison
bath sufficiently to eliminate the stem conduction effect, even if this method
creates a different result than achieved in-situ. Method two attempts to
simulate the application in practice and provide a similar stem conduction error
as the assembly sees in practice.
Automating
Temperature Calibration Baths with Simple Low Cost Image Acquisition
- David J. Southworth - A low cost
video camera, “Web Cam” is used in conjunction with a
PC and Temperature Calibration Bath to automatically
calibrate handheld digital thermometers which have no provision to be connected to an external computer.
Stem
Conduction and Light Piping in ITS-90 Fixed Point Cell Assemblies At A
UKAS Laboratory - J. P. Tavener & A. Blundell - Standard Platinum Resistance Thermometers
(SPRTs) with
length-below-handle of only 480mm are regularly submitted for calibration at
ITS-90 fixed points from –200 °C to +660 °C. The length of the thermometer
limits the maximum size of fixed point cell that can be used to calibrate the
thermometers. Stem conduction effects have been measured at zinc and aluminium
temperatures in resealable cells. These have been quantified and eliminated by
adopting a cell design with a very small connection between cell and gas supply.
Slim
Cells an International Comparison - J. Tavener -
This paper presents the results of the original primary laboratory
inter-comparisons and the more recent inter- comparisons
of PTB. The results show that the slim cells and apparatus offer
good agreement with Primary and National Standards.
Temperature
Calibration; Depths of Immersion - John P. Tavener -Of
all the sources of errors and uncertainties in thermal calibration by far
the largest source of error and least understood effect is that of
immersion of unit under test, and the reference standard.
Primary
Laboratory Comparisons
- The most accurate measurements made in a Primary
Temperature Laboratory are during intercomparisons of ITS-90 fixed point cells,
and in particular inter-comparing water triple point cells. To assess the
stability of the water triple point, a laboratory ideally needs to be able to
measure differences of just one or two micro degrees.At the Northern Temperature
Primary Laboratory (NTPL) we found the spread of results too large to give a
satisfactory result. Consulting the literature, and in particular Tischler &
Prado [3] we eventually developed a 3 current technique from which we were able
to calculate the zero current resistance to within 1 or 2 micro degrees. This
paper describes in detail our method.
Recommended Book- Traceable Temperatures - An Introduction to Temperature
Measurement and Calibration - J.V. Nicholas and D.R. White, John Wiley +
Sons, 2nd Edition Download
Chapter One: Measurement and Traceability Purchase
from Amazon.co.uk
Useful Books on Instrument Calibration and Measurement
Calibration:
A Technician's Guide - This comprehensive review of calibration provides
an excellent foundation for understanding principles and applications of the
most frequently performed tasks of a technician. Topics addressed include
terminology, bench vs. field calibration, loop vs. individual instrument
calibration, instrument classification systems, documentation, and specific
calibration techniques for temperature, pressure, level, flow, final control,
and analytical instrumentation. The book is designed as a structured learning
tool with questions and answers in each chapter. An extensive appendix
containing sample P&IDs, loop diagrams, spec sheets, sample calibration
procedures, and conversion and reference tables serves as a very useful
reference. If you calibrate instruments or supervise someone that does, then you
need this book.
Quality
Calibration Handbook - Developing and Managing a Calibration Program -
Quality calibration systems are the very foundation for improving research and
development (R&D), production, and quality assurance arenas through
accurate, reliable, and traceable calibrations of their test equipment. This
book is about how to design, implement, maintain, and continuously improve a
quality calibration system, with all the required documentation, traceability,
and known uncertainty for each and every item of test equipment owned and used
by any company, large or small. It will benefit companies that want to implement
a program and also those that already have one in place. Calibration
requirements vary across specific industries but every organization can use the
quality calibration system described in this book as a foundation for its
personalized program. By using the quality calibration system outlined and
demonstrated, any organization can put together its own version to meet its
specific requirements and/or regulations.
Loop
Checking: A Technician's Guide - In today’s competitive markets,
manufacturers strive to continually improve manufacturing performance to meet
their business needs and goals. As process control loops have a major impact on
a plant’s financial performance, focusing on loop performance is critical.
This technician’s guide defines loop checking in the broader scope of control
loop performance in addition to the more traditional terms of the plant startup.
It discusses general methods and practices that can be applied across many
processes/industries. Featured topics include: loop checking basics, factory
acceptance testing, wiring and loop checks, performance benchmarking, and
sustaining performance.
Troubleshooting:
A Technician's Guide - Troubleshooting loops and systems is something
all technicians must do, but that few truly master. This newly revised edition
draws on the author’s long experience as an instrument and electrical engineer
and his maintenance expertise to provide a detailed look at the skills and
knowledge required for troubleshooting. Interspersed with a wealth of practical
detail and real-world examples are Mostia’s no-nonsense discussions of what a
good troubleshooter needs to know. He provides an in-depth discussion of the
basic logical framework that underlies all troubleshooting as well as advanced
troubleshooting techniques. He also explores the causes of failures and the
techniques that engineers and technicians use to trace them down. This new
edition covers troubleshooting methods, both basic and advanced, hints and
troubleshooting aids, troubleshooting safety, basic maintenance concepts,
information about training, and the developing troubleshooting skills. It also
includes numerous examples of troubleshooting problems in mechanical systems,
process connections, pneumatic systems, electrical systems, electronic systems,
and valves. Mostia also explores test equipment, programmable electronic
systems, communication circuits, transient problems, and software.
Start-Up:
A Technician's Guide - When new plants or systems go online, the control
systems technician (CST) faces special challenges. The author explores and
explains the crucial role of a technician in this process. This book offers you
a clear overview of typical start-up responsibilities. From the first team
meeting to the last round of tuning and loop checking, Harris uses her extensive
experience with process control plants to walk you through the issues and skills
typically required. Each chapter includes self-study learning objectives,
practice questions and exercises, answers, and listings of relevant standards.
Written with the technician in mind, it is an application-oriented book that
provides an overview of the scope of duties a technician must perform in
real-world situations. Includes over 30 figures and tables; fully indexed.