4BiggestMistakesInInstrumentationAndHowToAvoidThem
Transcript of 4BiggestMistakesInInstrumentationAndHowToAvoidThem
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IN IN S T R UM EN TA TIO N A N D H O W TO A V O ID TH EM
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THE FO U R B IG G ES T M IS TA KES IN I N S T R U M EN TA T IO
Desp ite o n go in g ad van cem en ts in m easu re -
m ent and com m unicat ions te chnology, instru -
m ent ing a process for fee dback contro l
rem ains a te chnical challenge . Today s sensors
are cer t a in ly m ore sophist icate d than ever
bef ore, an d f ieldbus te chnology ha s sim plif ied
m any insta llat ion issues considerably.
N o n e th e less , m u ch can s t ill g o w ro ng w ith an
instrum ent at ion project .
The problem lies in the stra ight forw ard nat ure
of instrum enta t ion pro jects: each va r iab le to be
m e a s u re d m u s t b e m a t c he d w it h t h e m o s t
appropr ia t e sensor ; the se nsor must be
insta l led , ca l ibrate d , and in ter fa ced t o the con-
t ro ller ; and the in form at ion generat ed by t he
sensor m ust be f i lte red , fact ored , and f i led in
order to g ive the contro ller a n accurate p ic ture
of w hat s go ing on in the process. Th is appa r -
ent s im plic ity is w hat o f te n lea ds to a fa lse
sense of se cur ity and m issteps in a m inef ie ld
of pote nt ia l prob lem s.
W ith th a t in m in d , he re a re fo u r c ircu m stan ces
yo u d e f in ite ly w an t to av o id .
>> M is t a k e # 1 :
Se lec t in g th e w ro n g
sensor
Technology m ism atch
A lthough its generally obvious
w hat quantity needs to b e m eas-
ured in a flow , tem perature, or
pressure control application, its notalw ays ob vious w hat kind of flow
m eter, tem perature sensor, or pres-
sure gauge is best suited to the
job. A m ism atch b etw een the sens-
ing technology and the m aterial to
be sensed can lead to skew ed
m easurem ents and severely
deg rad ed control.
This is especially true w hen
m easuring flow rates. A ll flow
m eters are d esigned to m easure
the rate at w hich a gas or liquid
has been p assing through a partic-
ular section of pipe, but not all flow
m eters can m easure all flow s. A
m ag netic flow m eter or m agm eter,
for exam ple, can only detect the
flow of electrically conductive
m aterials by m eans of m ag netic
induction. N on-conductive fluidslike pure w ater w ill pass through a
m agm eter undetected.
M ag m eters also have trouble
distinguishing air bubbles from the
fluid in the pipe. A s a result, a
m agm eter w ill alw ays yield an artifi-
cially high reading w hen b ub bles
pass throug h because it cannot
sense the decrease in fluid volum e
caused by the p resence of the
bub bles. In a feedback loop , this
occurrrence w ould cause the con-
troller to throttle back the flow rate
m ore than necessary, preventing
the required volum e of fluid from
reaching the dow nstream process.
The problem gets even w orse if
the pipe is so full of air that it is
only partially filled w ith liquid, a
cond ition know n as open channel.A lthough recent technolog ical inno-
vations allow certain m agm eters to
w ork in such a challenging environ
m ent, m echanical sensors such as
turbines yield artificially high read-
ings, since a trickle of fluid w ill
m ove the m eters m echanism just
as m uch as a full-pipe flow travel-
ing at the sam e speed . O n the
other hand , m echanical sensors
are not affected by the conductivity
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N D H O W T O AV O I D T H EM 3
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of the fluid, so they w ill som etim es
w ork w here m ag m eters fail.
A n even m ore challenging ap pli-
cation is the m easurem ent of pH in
a caustic liquid such as the slurries
found in p aper m ills. A general-pur-
pose pH probe m ade of corrodible
m aterials m ight not only generate
inaccurate data, it m ight die alto-
gether, som etim es w ithin a m atter
of days. Som e probes, such as
those offered by A B B , are specifi-
cally designed for such tough envi-
ronm ents. They can double, triple,
and even q uadrup le p rob e life in
m any ap plications.
The trick is to find the right tech-
nology for the application, or to
choose instrum ents that span a
broad er range of solutions. For
exam ple, new digital technolog ies
allow som e flow m eters to solve
m any m ore flow problem s than
their pred ecessors.
Instrum entation vend ors can be
of help in avoiding the technolog y
m ism atch m istake. The best ven-
dors train their sales people to
assist w ith sensor selection and
provide clients w ith easy-to-use
selection guides. Som e even offer
extensive look-up tab les b ased on
prod uct num ber, ap plication, and
serial num bers of past installationsan especially useful service w hen
replacing older prod ucts.
Finding all the right parts can
also b e a challenge. Som e instru-
m ents require sp ecific housings,
m ounting hardw are, and transm it-
ters to forw ard the sensors data to
the controller. The right vendor can
m ake all the difference by provid-
ing the entire assem bly und er a
single catalog num ber. W hen it
com es to tem perature instrum enta-
tion, for exam ple, training costs
and purchasing effort are red uced
w hen then vend or offers com pati-
ble p rob es and transm itters togeth-
er as a package.
Paying too m uch (or too little)
C orrect sensor selection is also a
m atter of balancing cost ag ainst
perform ance. W hen theres a
choice of equally effective tech-
nologies, the right choice is gener-
ally the cheap est one that gets the
job done.
Tem perature instrum entation is a
classic exam ple. The tw o dom inant
technologies are resistance tem -
perature detectors(RTD s) and
therm ocouples. A n R TD consists of
a m etal plate or rod through w hich
a current is passed. The resistance
that the current encounters varies
w ith the tem perature of the m etal. A
therm ocouple consists of tw o dis-
sim ilar m etal w ires joined together
at one end. The voltag e betw een
the unjoined ends varies w ith the
tem perature of the joint. B oth yield
voltages that can be electronically
interpreted to indicate the tem pera-
ture of the surroundings.
Therm ocouples are generally
cheaper, thoug h less accurate thanRTD s. If the ap plication does not
require particularly tight tem pera-
ture control, an inexpensive therm o-
coup le and a w ell-tuned PID loop
should do the trick. But for process-
es that w ill only w ork correctly at
very specific tem peratures, it w ould
be a m istake not to p ay for the
greater accuracy that an RTD
affords. The cost of scrap ping a
batch of under-cooked or scorched
prod ucts w ould eventually dw arf
any savings in eq uipm ent costs.
A fast sensor can also b e w orth
the extra cost. If the process
req uires a rap id succession of
heating and cooling cycles, the
tem perature sensor m ust be able
to generate a reading before its too
late to be of any use. D espite their
cheaper ped igree, therm ocouples
tend to respond faster than R TD s
so if speed is the only im portant
perform ance issue, choose a
therm ocouple.
>> M is t a k e # 2 :
Insta ll ing se nsors
incorrectly
Placem ent
The best sensor can yield disap-
pointing results if not installed cor-
rectly. M agm eters, for exam ple,
tend to generate noisy signals if the
flow theyre m easuring is turbulent.
B end s, junctions, and valves in a
pipe can all cause turbulence, thus
m agm eters w ork best w hen
installed in sections of straight
pipe.
Tem perature sensors are also
sensitive to p lacem ent. Even a
highly accurate R TD tucked in the
corner of a m ixing cham ber w illonly be able to d etect the tem pera-
ture of its im m ediate vicinity. If the
m ixing of the m aterial in the cham -
ber is incom plete, that local tem -
perature m ay or m ay not represent
the tem perature of the m aterial
elsew here in the cham ber.
Local tem perature issues are
the classic m istake that hom e heat-
ing contractors often m ake w hen
installing household therm ostats. A
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THE FO U R B IG G ES T M IS TA KES IN IN S T RU M EN TA T IO
m ounting location closest to the
furnace m ay be convenient for
w iring purposes, but if that spot
happens to b e in a hallw ay or other
dead air space, the therm ostat w ill
not be able to d eterm ine the aver-
ag e tem perature elsew here in the
house. It w ill only be able to m ain-
tain the desired tem perature in its
im m ediate vicinity. The rest of the
house m ay end up roasting or
freezing.
Controller perform ance
Poor control also results w hen a
sensor is installed too far aw ay
from the associated actuator. A dis-
tant sensor m ay not be able to
m easure the effects of the actua-
tors last m ove in tim e for the con-
troller to m ake an ed ucated deci-
sion ab out w hat to do next.
For exam ple, consider the
process of flattening hot steel into
uniform sheets by m eans of tw o
opposing rollers (see Figure 1). A
thickness sensor dow nstream from
the rollers gauges the sheet and
causes the controller to apply
either m ore or less pressure to
com pensate for any out-of-spec
thickness.
Ideally, the thickness sensor
should be located ad jacent to the
rollers to m inim ize the tim e
betw een a change in roller pres-
sure and the resulting change in
the thickness m easurem ent.
O therw ise, the controller w ill not be
ab le to detect any m istakes it m ay
have been m aking soon enough to
prevent even m ore of the sheet
from turning out too thick or thin.
W orse still, an appreciable dead
tim e betw een the controllers
actions and the resulting effects on
the steel can cause the controller
to b ecom e im patient. It w ill see no
results from an initial control m ove,
so it w ill m ake another and another
until som e chang e b eg ins to
appear in the m easurem ents
rep orted by the sensor. B y that
tim e, the controllers cum ulative
efforts w ill have alread y overcom -
pensated for the original error,
causing an error in the opposite
direction. The result w ill be a con-
stant series of up and dow n sw ings
in the roller pressure and a lot of
steel ruined by lateral corrugations
O f course, overall process per-
form ance considerations arent lim -
ited to how w ell the sensor feed s
data to the controller during opera-
tion. O ther factors to consider
include ease of installation and
tim e spent on the selection
process, set up routines, and any
lab or-intensive m aintenance.
Fortunately, som e instrum entation
vend ors design their sensors to
accom m odate such challeng es,
thereb y im proving perform ance
before the system even goes on-
line. A B B , for instance, offers a
sw irl flow m eter that significantly
reduces the need to install special
upstream and dow nstream devices
to accurately m easure the flow
through a p ipe.
Protection
A steel m ill is also a classic exam -ple of a harsh environm ent that can
destroy inadequately p rotected
sensors. Fortunately, the hazards
posed by a m anufacturing process
are generally ob vious and can often
be overcom e by installing a shield
or choosing a rug ged instrum ent.
O ften overlooked , how ever, are
the effects of w eather. O utdoor
instrum ents can take quite a beat-
ing from rain, snow , hail, and falling
CONTROLLER
D
PISTON
ADJUSTABLEROLLER
FIXEDROLLER
OPTICALTHICKNESSGAUGE
FI G U R E 1 . P O O R S E N S O R P L A C E M E N T
In this steel rolling exam ple, D is the distance betw een the steel rollers and the thickness
gauge dow nstream . If D is too large, the controller w ill take too long to correct thickness
errors and m ay even m ake m atters w orse by becom ing im patient.
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N D H O W T O AV O I D T H EM 5
Instrum ents m ust be
ground ed to provide
a reference voltage
for the d ata signals
they g enerate.
R elying on earthground is risky since
not all of the earth
shares the sam e
electrical potential.
The resulting currents
w ill interfere w ith the
sensorssignals.
ice. O ver tim e, outdoor instrum ents
can fail slow ly unless enclosed in
ap prop riate housing s.
B ut even the housings them -
selves can cause problem s for the
enclosed instrum ents, particularly
tem perature sensors. If an RTD or
therm ocoup le is m ounted on the
sam e piece of m etal that supports
the housing, the housing w ill w ork
like a heat sink w hen the am bient
tem perature drops low enough. It
w ill tend to draw heat out of the
sensor and artificially low er its
reading. The heat-sink effect w ill
also tend to reduce the benefits of
any internal heat that has been
ap plied to p revent an instrum ent
from freezing.
C onversely, if a housing is
equipped w ith fins intended todraw heat out of the enclosed sen-
sor during w arm w eather, the fins
m ust be m ounted vertically.
O therw ise, the w arm air around the
fins w ill not be able to rise aw ay
from the housing (see Figure 2).
G round loops
W hile its g enerally a good practice
to insulate a sensor from the ther-
m od ynam ic effects of its surround -
ings, its absolutely critical to estab-
lish electrical isolation. The m ost
com m on electrical prob lem s due to
poor installation are ground loop s.
G round loop s occur w hen an
extraneous current flow s through
the instrum entation w iring betw een
tw o p oints that are supposed to b e
at the sam e voltage, but arent (see
Figure 3). The resulting electrical
interference can cause random
fluctuations in the sensorsoutput
and m ay even dam age the sensors
them selves.
A s the nam e im plies, ground
loops m ostoften occur w hen instru-
m ents and theircab les are ground-
ed im properly or not at all.
Interestingly, the best w ay to isolate
a plants instrum ents from ground
loop currents is to connect them
tog ether at one m aster ground ing
point.
If thats not possible, a grid of
ground ing points m ust be spread
throug hout the plant, m aking sure
that all points on the grid are at
the sam e electrical potential.
Insecure connections and inade-
quate w ires can cause a voltag e
im balance in the grid and ground
loops betw een the instrum ents
connected to it.
Even the orientation of an instrum ent can affect its p erform ance. H ere, the sensor
is enclosed in a housing designed to d issipate the heat it generates. The fins m ust
be m ounted vertically to allow w arm air to escape.
FI G U R E 2 . P O O R M O U N T I N G
} Data signalsto I/O panel
} Earth grounds atunequal voltages
} Instruments
Ground loop currents
FI G U R E 3 . P O O R G R O U N D I N G
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THE FO U R B IG G ES T M IS TA KES IN IN S T RU M EN TA T IO
>> M is t a k e # 3 :
Ge nerat ing g ibber ish
N oise
G round loops are not the only
source of noise that can distort a
sensors readings.R ad io frequency
interference(R FI) is even m ore
com m on in plants that use w alkie-
talkies, pagers, and w ireless net-
w orks extensively. R FI also results
w henever a current changes, such
as w hen an electrom echanical con-
tact or a static discharge generates
a sp ark.
The sources of R FI noise m ust
be elim inated or at least kept aw ay
from the plants instrum entation if at
all possible. R eplacing electro-
m echanical eq uipm ent w ith solid-
state devices w ill elim inate arc-gen-
erated R FI. O r, it m ay be sufficient
to sim ply relocate sw itch boxes
and relays to instrum ent-free areas
of the plant. If all else fails, it m ay
be p ossible to p assively shield the
source of the interference or the
instrum ents being subjected to it.
Ignoring the prob lem is not an
option, especially w hen the source
of the noise is ordinary house cur-
rent. A t 60 H z, house current oscil-
lates slow ly enough to have an
ap preciab le effect on som eprocesses.
C onsider the steel rolling appli-
cation again. A 60 H z noise super-
im posed on the output of the thick-
ness gauge w ill pass through the
controller and ind uce a 60 H z oscil-
lation in the roller pressure. If the
sheet exits the rollers w ith a veloci-
ty of six feet per second, those
oscillations w ill ap pear as b um ps in
the sheet ap pearing every tenth of
an inch. W hether those flaw s are
ap preciab le or not w ill dep end on
the am plitude of the original noise
signal, the inertia of the rollers, and
the tuning of the controller.
PID controllers tuned to p rovide
appreciable derivative action are
particularly susceptible to the
effects of m easurem ent noise. They
tend to react aggressively to every
blip in the m easurem ent signal to
quickly suppress deviations from
the setpoint. If a blip turns out to
be nothing but noise, the controller
w ill take unw arranted corrective
actions and m ake m atters w orse.
Filtering
U nfortunately, it is not alw ays pos-
sible to elim inate noise sources
altogether. It is often necessary to
filter the raw sensor data by aver-
ag ing several sam ples tog ether or
by ignoring any changes less than
som e sm all percentage. M any digi-
tal instrum ents, like A B Bs FSM
4000 flow m eter, com e eq uipped
w ith built-in filters.
H ow ever, it is a m istake to think
that num ber crunching alone can
fix all m easurem ent noise prob -
lem s. Filtering tends to increase the
tim e req uired to detect a change in
the m easured value and can evenintroduce spurious inform ation into
the signal. W orse still, it can m ask
the actual behavior of the p rocess
if it is overdone.
It is generally m ore cost-effec-
tive in the long run to install sen-
sors correctly and m inim ize the
sources of interference than to rely
strictly on m athem atics to separate
the data from the noise. W hen con-
structing a control loop, data filters
should be applied in the final
stages of the project, just before
loop tuning .
M is t a k e # 4 :Quit t ing too soon
Even w hen the data filters are in
place and the last loop has been
tuned, the project isnt over. There
are som e com m only neg lected
chores that should continue as
long as the instrum entation system
is in place.
C alibration
M ost instrum entation engineers
know that a sensor m ust be cali-
brated in order to associate a
num erical value w ith the electrical
signal com ing out of the transm itter
Yet all too often, the instrum ents are
calibrated just once during installa-
tion then left to operate unattended
for years.
The result is an insidious prob-
lem known as drift. A sensors out-
put tends to creep higher and high
er (or low er and low er), even if the
m easured variab le hasnt changed
D ep osition on the sensing sur-
faces, corrosion in the w iring, and
long term w ear on m oving parts
can all cause an instrum ent to
begin generating artificially high (orlow ) read ings. A s a result, the con-
troller w ill gradually increase or
decrease its control efforts to com -
pensate for a non-existent error.
A nalog instrum ents are particu-
larly susceptible to drift, m uch like
old FM rad ios. The slightest nudge
on the dial could cause the radio to
lose its signal. W ith m odern digital
radios, the one true frequency for
each station is digitally encoded at
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N D H O W T O AV O I D T H EM
a fixed value. Sim ilarly, m odern
instrum ents that em ploy digital sig-
nal processing cant be nudged.
They m aintain the sam e calibration
in the field as in the lab.
D rift can also be red uced by the
choice of sensing technolog y.
Tem perature sensors w ith m ineral
insolated cables, for exam ple, are
less prone to drift. D rift due to w ear
can be elim inated entirely b y
choosing instrum ents w ith no m ov-
ing parts, like A B Bs sw irl and vor-
tex m eters.
A nd even w hen drift cannot be
elim inated, recalibrating every sen-
sor in the plant at intervals recom -
m ended by their m anufacturers
can accom m od ate it. U nfortunately,
project eng ineers are often so anx-
ious to finish a job and get on w ith
operating the p rocess that they
neglect such basic m aintenance.
A rguably the m ost challenging
sources of drift are those that vary
over tim e. D eteriorating prob es and
m oving parts beginning to w ear out
can slow ly change an instrum ents
accuracy. So m aintenance calibra-
tion is req uired periodically even if
there are no know n issues w ith the
instrum ent.
Som e m anufacturers are recog-
nizing the tim e and efforts involvedin traditional recalibration exercises
and are designing instrum entation
products to sim plify m atters. For
exam ple, the C alM aster portab le
calibrator from A B B provides in-situ
calibration verification and certifica-
tion of A B Bs M agM aster electro-
m agnetic flow m eters w ithout req uir-
ing access to the flow m eter or
op ening the pipe.
Instead, the operator sim ply
connects a C alM aster to the
flow m eters transm itter and a PC . A
W indow s interface guides the op er-
ator through a series of tests to
evaluate the status of the transm it-
ter, sensor, and interconnecting
cables. The tests are com plex, but
so autom ated that the w hole cali-
bration routine can b e accom -
plished in 20 m inutes.
O nce the tests are com plete,
C alM aster will evaluate the m eas-
urem ents taken. If all satisfy the cali-
bration req uirem ents, then a calibra-
tion certificate can be printed either
at that tim e or later. These certifi-
cates can then b e catalog ued in
order to m eet auditing and reg ulato-
ry requirem ents such as ISO 9001.
A n added benefit of C alM aster
is that it can be used as a d iag -
nostic and condition m onitoring
tool. It autom atically stores all
m easured values and calibration
inform ation in its ow n d atabase
files for each m eter, thus m aintain-
ing a calibration history log and
m aking it easier to undertake long-
term trend analysis. D etailed
ob servation can give early w arning
of possible system failure,
enab ling the m aintenance engi-
neer to anticipate p rob lem s and
take proactive rem edial action.Such autom ated system s m ake
routine verification of flow m eter cal-
ibration and the traceability of infor-
m ation m uch less cum bersom e
and costly than in the past. In the
w ater industry, for exam ple, such
tasks form erly entailed m echanical
excavation of the flow m eter result-
ing in a disruption of the w ater sup-
ply and a substantial investm ent in
m anpow er and equipm ent.
Planning for the road
a h e a d
A ll too often, an exp ansion proj-
ect beg ins w ith w eeks of w onder-
ing w hy the existing instrum enta-
tion system w as constructed the
w ay it w as an d w hy it doesnt
m atch the projects original plans.
To avoid this, future planning
should be a part of your im ple-
m entation process and also
includ e thorough d ocum entation
of w hats been done before.
Som eone w ill eventually w ant to
exp and the project and w ill need
to know exactly w hich instru-
m ents have been placed w here,
w hat the instrum ents w ere sup-
posed to b e accom plishing , and
how they w ere installed and con-
figured.
Even if the instrum entation sys-
tem is never expanded , it w ill even-
tually have to b e repaired. W ires
break and sensors w ear out. A
good inventory of the system com -
ponents w ill indicate w hat need s to
be replaced, but thats only half the
battle. R ep lacem ent parts m ust be
acquired along w ith the technical
specs necessary to install them
correctly.
A n ong oing replacem ent parts
program is a m ust. Either the origi-nal vendor m ust m ake provisions
for stocking rep lacem ents (or
upgrades) for all the instrum ents
theyve provided to date, or the
project engineers m ust continue to
m onitor their suppliers to m ake
sure that spare p arts rem ain avail-
able. For hard-to-find instrum ents, it
m ay even b e necessary to m aintain
an in-house supply of rep lacem ent
parts, just in case.
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