kazahaya 2011
TRANSCRIPT
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, VOL. 60, NO. 4, APRIL 2011 1163
A Mathematical Model and Error Analysis ofCoriolis Mass Flowmeters
Masahiro Kazahaya,Life Senior Member, IEEE
AbstractManufacturers empirically made Coriolis mass flow-meters (CMFs) for more than 25 years, prior to formulation of acomprehensive, fundamental theory. In this paper, we analyticallydevelop a general model of CMFs that supports the designs ofthe flowmeters and are referenced for their improvement, as wellas their production method. We first make a model that fullyexplains CMFs with twin U-shaped flow tubes. Then, we discussits general application to CMFs that use different arrangements offlow tubes, e.g., a single tube or straight tubes. We further explain,by using the developed model, errors in the measurement causedby external vibration, errors by temperature and process pressure,and their error correction.
Index TermsAcceleration, Coriolis mass flowmeters (CMFs),error analysis, mathematical model, meter factor, straight,U-shape.
I. INTRODUCTION
INDUSTRIAL processes widely use Coriolis mass flowme-
ters (CMFs), because their measurement is in the unit of
mass flow rate, which is accurate and independent of the piping
in the upstream and downstream. CMFs measure mass flow
rate, whereas most of flowmeters do volumetric flow rate.
CMFs can calculate and display fluid density as a by-product
of flow measurement, without any additional hardware that is
special for density measurement.The ABB Group, Endress+Hauser Corporation, Foxboro of
Invensys plc, Krohne Inc., Micro Motion of Emerson Elec-
tric Company, Yokogawa Corporation, and other organizations
make and market CMFs with product differentiation. They
make CMFs in various configurations of flow tubes, which are
of twin U-shape, single U-shape, twin straight, single straight,
complex bending, or their variations.
Manufacturers can produce CMFs, without a theoretical
model, on the empirical premise that flow in a vibrating tube
causes Coriolis acceleration, because they individually calibrate
each flowmeter on a flow test stand.
The measuring principles of volumetric flowmeters are clearwith mathematical models. For example, the measuring prin-
ciple of a flowmeter with an orifice plate/differential pressure
transmitter is Bernoullis law, and the measuring principle
of electromagnetic flowmeters (magmeters) is Faradays law.
Oddly, the general theory of a CMF is not explained in the
Manuscript received March 15, 2010; revised September 9, 2010; acceptedSeptember 11, 2010. Date of publication November 9, 2010; date of currentversion March 8, 2011. The Associate Editor coordinating the review processfor this paper was Dr. Jerome Blair.
The author is with MKK International, Inc., Southampton, PA 18966 USA.Color versions of one or more of the figures in this paper are available online
at http://ieeexplore.ieee.org.Digital Object Identifier 10.1109/TIM.2010.2086691
technical literature by manufacturers and in textbooks. Some
manufacturers partially do by the animation of the flow tubes
through which the flow goes, and others simply say that flow
in a vibrating tube causes the Coriolis force proportional to
the mass flow rate, without showing the relation between the
flow rate and the Coriolis acceleration with exact formulas.
In addition, patentees of the variations of CMFs described
their knowledge of the meters only enough to obtain their
patents.
The oddness may have occurred, because the Coriolis accel-
eration is not widely known. People know the term Corioliswith the wind direction of hurricanes and typhoons, as well
as ballistics on the earth, and wrongly think that the Coriolis
phenomenon is earthbound. It is difficult for them to associate
the Coriolis phenomenon with a stationary flowmeter. Because
the Coriolis phenomenon is not a core subject in science and
engineering, as mechanics, sounds and optics, electricity, and
magnetism are, textbooks of basic science do not necessarily
contain it, except a few that qualitatively explain it [1]. In
advanced books, e.g., [2] and [3], the general discussion of
Coriolis acceleration appears in the chapters of Rate of change
of a vector with respect to a rotating frame.
We use the general discussion to develop a mathematical
model of CMFs in this paper.Academically, researchers look at CMFs as if they try to
bring up their studies to the level of the production and ap-
plication of CMFs by manufacturers and users. Researchers
have made effort to developed CMF models in specific con-
figurations of twin U-shape [4], of straight tubes [5], or of
other shapes and to analyze specific parts of CMFs. A study
[6] assumed the flow tube as a beam and the flow as a moving
string to develop a model, instead of naturally handling them as
tube and fluid, respectively. Other researchers evaluated the ac-
curacies of CMFs in different conditions [7][9]. Furthermore,
readers who are interested in the current state of CMFs may
read through the article Coriolis mass flowmeters: Overview ofthe current state of the art and latest research[10]. No general
model that covers CMFs in all tube configurations has been
developed, and no error analysis of CMFs by using such a
model has yet been made.
The purpose of this paper is to explain CMFs with a mathe-
matical model. We first discuss the model of CMFs with twin
U-shaped flow tubes, which have been manufactured for more
than 25 years. The flow tube lengths are from a few millime-
ters of micromechanical flowmeters to about 1.5 m long of a
300-mm size. The discussion covers vibrations and rotations
(in partial arcs) of the flow tubes, the generation of the Coriolis
acceleration, the force exerted to the flow tube by fluid mass and
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Fig. 1. Block diagram of a Coriolis mass flowmeter.
the acceleration, the electric signals proportional to the flow,
and the electronics that calculates the mass flow rate from the
signals.
Then, we discuss its application to other CMFs that use
different tube forms, e.g., a single tube or straight tubes.
We further analyze the effects of external vibration to the
measurement, errors caused by temperature and internal pres-
sure of the flow tubes, and their error correction.
The model should support the designs of the flowmeters
and be referenced for the improvement of their design, their
production methods, and their applications.
Needless to say, electronic technology around a microproces-
sor enabled making a CMF a highly accurate flowmeter among
all types of industrial instruments, although this paper mostly
discusses the behavior of fluid flow and flow tubes.
II. STRUCTURE OFC MF S
Fig. 1 is a block diagram of CMFs and shows the generalstructure of CMFs. A CMF consists of the transducer, shown in
the upper half of the figure, and the electronics is shown in the
lower half. Manufacturers call the electronics transmitters.
The structure is also vertically divided into the oscillator and
the measuring sections.
The main structure of the transducer section is the flow tube
(or flow tubes) through which the fluid flows at the mass flow
rate M, in the unit of kilograms per second (kg/s). Manufac-turers use different configurations of tubes, straight, U-shape,
spiral, and other sophisticated bending; the number of the tubes
is one or two. Among these configurations, we first take on the
common configuration with twin U-shaped tubes in depth.
The driver continuously and sinusoidally vibrates the tips of
the flow tubes in a pushpull manner. The driver frequency may
be any frequency f, although most CMFs are operated at theresonance frequency of the electromechanical structure of the
transducer to measure the fluid density. When the fluid goes
through the vibrating tubes, it produces the Coriolis accelera-
tion as shown later, and the acceleration and fluid mass together
generate the force that affects the tube motions. The effect is
proportional to the mass flow rate. To determine the relation
among them is the core of the model development.
Two identical sensors, S1 and S2, are fabricated onto the
flow tubes, and they detect the movement of the flow tubes.
They are motion-to-electric signal converters, in generic terms.
S1 and S2 generate the sinusoidal electric signals, v1 and v2,respectively, whose phase difference is denoted as 2 in thispaper. The v1 and v2 voltage signals are the output of thetransducer section, which are sent to the electronics.
As will be calculated later, the mass flow rate is given by
the mathematical model, M=K(1/f)tan , whereK is theconstant, called the meter factor of the transducer. Because
tan , when is small, M is proportional to the phasedifference.
The meter factor of the individual transducer is measured in
wet calibration before completion in manufacturers. The term
wet calibration is common among all flowmeters. It calibrates
a flowmeter to determine its meter factor by placing it onto a
flow test stand. Even if air flow is used for calibration, it is
still customarily called wet calibration. Note that the meter
factors of some flowmeters are determined by the dimensions
of the transducer, such as radii and thickness, without using
a flow test stand. One example is the manufacturing of ori-
fice plates. This approach is called the dry calibration of a
flowmeter.The mechanical dimensions and characteristics of the flow
tubes change by fluid temperature (=tube temperature), as willbe shown later. Therefore, CMFs need and have temperature
compensation.
The electronics works as follows. The zero-crossing detec-
tors detect the timings of the zero crossing of v1 and v2.The pulse counters and the clock pulse are used to measure
the phase difference 2 between v1 andv2, as well as f. Themicroprocessor (P) or digital signal processor (DSP) intowhich the model is programmed calculatesMfrom tanor.The output circuit gives the mass flow signal in the standard
format of 420 mA [11], HART [12], or Fieldbus [13]. The
zero-crossing detection, pulse counters, and frequency mea-surement have been well used in electronics engineering, and
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Fig. 2. Conceptual view of a transducer with U-shaped flow tubes.
the formats of the flow signal are common among industrial
instruments.
In the electromechanical oscillator section, the adder circuit
sums the v1 and v2 signals to eliminate the effect of theirphase shifts in its output. Then, the output is sent to the
driver after amplification in the polarity of positive feedback.In this arrangement, the driver vibrates at the electromechanical
resonance frequency.
Most CMFs provide the density of the flow fluid, because
manufacturers can provide density information without adding
hardware to the instrument. We record the algorithm that may
be used to calculate fluid density in Appendix B. If density
measurement is not required, a pulse generator or 60-Hz (or
50-Hz) power supply may be used to actuate the driver at the
selected frequency in place of the electromechanical oscillator
mechanism.
III. STRUCTURE OF AT RANSDUCERW IT HTWI NU -S HAPEDF LOWT UBES
We illustrate a conceptual view of the structure of transducers
with twin U-shaped flow tubes in Fig. 2. The OPJUS tube is
flow tube 1, and RQKVW is flow tube 2, both of which are in
an identical U-shape in one transducer with the same lengths
and radii and of the same material, e.g., Stainless Steel 316L.
The radii and the lengths are different by the meter size; the
larger the radii, the larger the meter size. They are vertically
mounted and secured on the rigid nest, of the same material, at
O and S, and R and W, respectively. The legs of the U-shaped
tubes, OP, SU, RQ, and WV, are straight.
The driver is made of a magnet and a voice coil, similar toa driver of a dynamic speaker. It is connected to the tubes at J
and K. When we apply ac current to the voice coil, the driver
oscillates and drives the tops of the tubes in a pushpull manner.
In use, the tips of the U-shaped tubes, J and K, always move in
the opposite directions.
In the figure, we draw each section PJU and QKV in a
half torus (arc): They are straight in some CMFs. They simply
transmit the vibration at J and K to points P and U and pointsQ and V, respectively. The sections should be long enough,
allowing the four points to deflect. As we will later show,
their dimensions do not come into the mathematical model,
however.
Although the driver oscillates point P, point O is fixed at the
nest. Consequently, the straight leg OP deflects like a cantilever,
as well as the motions of the legs SU, RQ, and WV. We will
later apply the formula of cantilever in the calculation of the
displacement of P, as well as U, Q, and V.
We connect one motion sensor S1 between the tips of the
straight legs, P and Q, and the other identical sensor S2 between
U and V to obtain the signals, v1 and v2, respectively. Themounting of the driver and the sensors should allow the tubes
to flexibly vibrate. The sensors may be capacitive sensors,
Hall-effect sensors, magnet-pickup coil sensors, or other types.
In modeling, we use a capacitive type whose mass is low.
Its electric output is proportional to and in phase with its
mechanical input. We explain its structure and characteristics in
Appendix A. The sensors, S1 and S2, measure the relative mo-
tions of the tips of the legs and generate v1and v2, respectively.Fig. 2 may give an impression that the space between the
two tubes is large, which is only for convenience of illustration.
In actual products, the tubes are closely placed, because the
amplitudes of the tube vibrations are small, and the driver and
the sensors are made thin.Now, observe the flow of the fluid. The fluid, whose mass
flow rate is measured, comes into the CMF from the inlet
(inflow) and then equally splits to tubes 1 and 2 by the tube
configuration. The mass flow rate in each tube is m (kg/s),
wherem = (1/2)M. The flows from the two tubes merge andgo out to the outlet (outflow). Because we measure the mass
that moves in the tubes, the flow patterns in themlaminar,
turbulent, or obscureddo not affect the measurement. Conse-
quently, the piping in the upstream and the downstream of the
CMF and the flow splitter in the transducer do not affect the
measurement.
Manufacturers use enclosures with their transducers. On theone hand, an enclosure protects the mechanical structure of
the transducer from the outside. On the other hand, it prevents
the leak of the process fluid to the environment when a flow
tube ruptures. Some designers use the enclosure for reinforcing
the nest.
IV. MODELING
Fig. 3 is a side view of the flow tubes, showing the half
sections, OPJ and RQK. We assign the fixed frame OXYZ on
the nest with theX-,Y-, andZ-axes, whose origin is at O inFigs. 2 and 3; The X-axis agrees with the line OR, theY-axis
coincides with the center line of the OP leg, and the Z-axiscoincides with the line OS. For vector analysis, we assign
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Fig. 3. Modeling of Coriolis mass flowmeters.
the unit vectors, i, j, and k to the respective axes in Fig. 3.
Flow measurement is studied in the fixed frame, because the
observers who measure the flow are also in the same fixed
frame, i.e., the ground. When the driver oscillates the tubes,
the OP and the RQ legs oscillate in theOX Yplane and the SUand WV legs in the plane that is parallel to theOX Y plane. Inother words, they vibrate only in the x-direction.
The length of OP, as well as RQ, is l, and the fluid flows
in the tubes at the speed u, upward in both OP and RQ.One input of the sensor S1 is connected to the top point P
of the straight leg OP, and the other input is to Q. Then, the
output signalv1from S1 is proportional to the displacement ofP and Q.
Observe the leg OP in Fig. 3. It is a cantilever. When the
driver drives the flow tubes, the leg rotates around O, although
the rotation is not in full circle but in an arc, i.e., a very small
arc. The movements of the driver and the tube are so small thatnaked eyes barely see them moving.
When flow moves in the leg, the movement and the rotation
together generate accelerations to the fluid, one of which is the
Coriolis acceleration, as explained in the following discussion.
The acceleration and the fluid mass generate force which, in
turn, works on the flow tube.
When the tubes oscillate at the angular velocity , thedisplacement of P, not J, in the figure, is given by D11 and is
expressed as follows:
D11= i D0sin t, and = 2f (1)
where i expresses the displacement is in the direction of thex-axis.D0is the amplitude of the displacement.
Denoting as the deflection angle of the leg, we write
D11= l , and = D11/l. (2)
Then, the angular velocity11of the leg around point O is,
based on (1) and (2) and with vector considerations, given as
follows:
11= d
dt =k
D0l
cos t. (3)
Next, we take on the motion of a particle in the leg OP.Its position vector is r, which rotates in theOX Yplane. For ageneral approach to such systems, vector mechanics teaches us
about plane motion of a particle to a rotating frame to consider
two frames of reference, both centered at O and both in the
plane of the figure (=the page surface), a fixed frame OXY ,and a rotating frame [14]. We draw the rotating frame Oxy in
Fig. 3; the plane Oxyis in the plane OX Y. The rotating leg OP
agrees with the Oyaxis, and Oxy rotates at the angular velocity11. In other words, we consider the rotating coordinate Oxyin the fixed coordinateOX Y.
In such frames, the absolute acceleration of,a in the fixedframeOX Yis given by [15]
a =a + a/Oxy+ ac (4)
where
a=acceleration of an assumed point
of moving frame Oxy coinciding with
a/Oxy=acceleration ofrelative to moving frame Oxy and
ac=complementary or Coriolis acceleration
=211xv/Oxy (5)
wherev/Oxyis the velocity ofrelative to theOxy frame.According to (4), we should note that the Coriolis acceler-
ation is not only the acceleration but two other accelerations
occur in the fluid. The effect of these accelerations to the
measurement should be studied, although technical discussions
by manufacturers and their citations have not discussed these
accelerations in a CMF.
Because point
is in a circular motion around O, a
has the two components: one component is tangential to the
motion and the other component is toward the center O. The
acceleration of the same magnitude in the opposite direction
of the first component also occurs in the leg RQ, and both
slightly and equally squeeze the sensor S1 without affecting
the measurement. The second component is in the direction
of the leg (toward the nest) and does not affect the deflection.
We should note that the U-shaped tubes in the plane cancel the
effect of accelerationa .
The second acceleration ofrelative to moving frame Oxy ,a/Oxy, means the acceleration of fluid in the tube OP, which
is fixed to the frame Oxy. On the other hand, the same mag-
nitude of the acceleration occurs in the tube SU. They canceleach other within the tube. Further investigation, however, is
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individually needed with tubes in different configurations other
than the U-shape.
Next, we calculate the last Coriolis acceleration ac11 of the
leg OP. Because the particle moves in the y-direction at thespeedu, we have
v/Oxy= j u. (6)
After the substitution of (3) and (6) into (5), we write
ac11= 2
k
D0l
cos t
[j u] = 2 i
D0l
u cos t.
(7)
Thus, the direction ofac11is i, perpendicular to the plane of
the U-shaped tube, but it changes by cos t and off-phase by/2(90) from the driver that moves in sin t.
This Coriolis acceleration and the fluid mass cause a force
onto the tube. The massof the unit length of fluid is
= S (8)
where is the fluid density, and S is the internal area of theflow tube.
Then, the force fc11 thatandac11 exert on the unit lengthof the leg OP is (we denotedffor the frequency andffor theforce)
fc11= ac11. (9)
The forcefc11per unit length uniformly works on the leg OPover its total length. Consequently, the deflection of the point
P may be obtained by a formula in the strength of materialthat gives the deflection of the tip of a cantilever by a uniform
force over its length. That is, the displacement of the tip of acantilever caused by uniform force w in a static mode is given
by =wl4/8EI, where l is the length, Eis Youngs modulus,andIis the moment of inertia of the tube OP [16].
Although the leg OP is in a dynamic mode by vibration, the
equation of may adequately be precise for the calculation ofthe deflection of the point P for the purpose of this paper. The
reasons are the amplitude of the deflection is small in an order
of a few 1/1000th mm, and the flow tube, including the leg OP,
and the driver are steadily an electrically resistive load to the
oscillator amplifier at the resonance frequency.
Then, the displacementdc11of point P by the Coriolis accel-eration is: dc11= fc11 l4/8EI. By substitution with (7)(9),we write
dc11= l4
8EI ac11= i
l3
4EI D0 Su cos t
= i l3
4EI D0m cos t (10)
becauseSu is the mass flow rate min the flow tube.The displacementd11of point P is then
d11= D11+ dc11= i D0
sin t +
l3
4EIm cos t
.(11)
By repeating the same calculation, we obtain the displace-
mentd12of point Q,d21of point U, andd22of point V, i.e.,
d12= i D0
sin t +
l3
4EIm cos t
(12)
d21= i D0
sin t
l3
4EIm cos t
(13)
d22= i D0
sin t
l3
4EIm cos t
. (14)
Equations (11) and (12), which have the opposite signs,
indicate that the forces by the Coriolis accelerations slightly
twist the top torus section PJU of the U-shaped flow tube 1.
In addition, (13) and (14) indicate that the acceleration does the
torus section QKV of tube 2, similarly by the same amount.
Manufacturers show the twists in the animation of the move-
ment of the tope section of the flow tubes in their sales and
technical literature that explains CMFs.
Sensor S1 receives the displacements d11 andd12 and gen-erates the electric voltage signal v1. Their relation is given by(39) of the capacitive sensor, which is explained in Appendix A:
v1= (2U3/g)(d11+ d12), whereU3 is the power supply volt-age to the sensor.
By the substitution of (11) and (12) into (39), we obtain
v1=4U3
g D0
sin t +
l3
4EIm cos t
(15)
=4U3
g D0
sin t +
l3
8EIM cos t
. (16)
By trigonometry, we have
v1=4U3
g D0 Hsin(t + ) (17)
where tan = l3
8EIM (18)
H2 = 1 +
l3
8EIM
2. (19)
Equation (17) means that the phase difference between the
driver wave form(sin t)andv1is .In the same way, we calculate the S2 outputv2to obtain
v2=4U3
g D0
sin t
l3
8EIM cos t
=4U3
g D0 Hsin(t ). (20)
In Section II, we stated that the adder circuit sums the v1andv2signals to eliminate the effect of their phase shifts in itsoutput. By adding (16) ofv1and (20) ofv2, the second terms ofboth equations cancel each other. It is clear thatv1+ v2are thefunctions of sint, without any phase change. The clean sine-wave signal actuates the driver. When only v1 orv2 is used to
actuate the driver, the phase of the driver signal may be slightlychanged by flow rate change.
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A. Mathematical Model by Phase Difference
Next, we formulate the mathematical model of CMF by using
(18). In comparison between (17) and (20), we know that the
phase difference between the sinusoidal signals, v1 and v2,is2. The phase angle is accurately measurable with knownelectronic circuits by detecting the zero-crossing timings ofv1and v2 and measuring the time difference between them. Wealso measure the one-cycle period offwith the same circuit tocalculatein radians.
Here, we should credit the measurement of mass flow rate
by phase difference to J. E. Smith, who discussed the method
in his patent disclosure [17] more than 25 years ago, using
timing of the midplane instead of timing of zero crossing. He
electromechanically detected the midplane. In the modeling in
this paper, we choose to electronically detect the midplane for
higher resolution and stability.
Based on (18), we write
M=8EI
l31
tan = 4
EI
l31
f tan . (21)
Because is small, tan .This expression is the mathematical model of CMF with
twin U-shaped flow tubes. Because the microprocessor in the
electronics can easily calculate tan , we may use tan withoutreplacing it with.
Of the term(4/)(EI/l3), Youngs modulus Eis constant ata given temperature, and the moment of inertia Iis determinedby the inner and outer radii of the tube. Therefore, this value is
constant for each CMF transducer. We write
4
EI
l3 K. (22)
By substituting (22) into (21), we obtain
M =K1
f tan or M=K
1
f, when is small (23)
where K is the meter factor of each transducer in the phase-
difference model.
Manufacturers calibrate CMFs by wet calibration with a flow
test stand and determine the meter factor for each transducer.
The temperature and the pressure of the test fluid may be
designed to be in the reference condition, i.e., 20 C and less
than 500 kPa. We denote theKvalue obtained in the referencecondition K0. K0is loaded into the electronics that is used withthe specific transducer in the application.
Up to (22), we used the moment of the inertia of the straight
legs of the U-shaped tubes for the variable I. The sensors S1and S2 are, however, attached to the legs and may change I[18]. Their effect may not be small in the transducers with small
tube sizes (1/10 and 1/8 in or 2 and 4 mm in size), but it is
negligible with medium and large tube sizes. The aggregate
moment of inertia of the tube legs and the sensors does not
change after each meter is assembled. Because the meter factor
is determined by wet calibration for each CMF that operates
with the aggregate moment of inertia while being calibrated,
the measured meter factor includes the effect of the sensors, ifthere is any.
Next, we study the characteristics of the phase-difference
model that make the design of CMFs easy and their operation
stable. Note that based on (22), the meter factor is determined
by the characteristics and dimension of the U-shaped flow tube.
The driving amplitude D0, the supply voltage U3, and thesensors linearity and sensitivity do not change the meter factor.
These factors only should be large enough to generate adequateamplitudes of signals,v1 andv2, to operate the electronics. Inaddition, we need only the timing signals of zero crossing to
measure for the phase-difference model. Consequently, wedo not need to make the sensor linear in its entire dynamic
range but make it precise around the center of the range. This
step enables the electronics (transmitters) to interchangeably
match with different transducers when the user changes the
meter factor in the memory of the electronics to the specific
value of the transducer to be matched. This approach is useful
for both manufacturers and users.
Micro Motion makes CMFs with flow tubes bent in a pen-
tagon, instead of in a rectangle. The developed mathematical
model should be applicable to the flow tubes; theoretically, the
shape allows making the equivalent leg length longer in a given
form factor, increasing the sensitivity of the transducer.
The CMFs with pentagon-shaped flow tubes has marketing
significance; it is a clever marketing maneuvering of the man-
ufacturer. In the design, the bottoms of the flow tubes O, S, R,
and W in Fig. 2 are brought closer each other. This condition
makes the face-to-face distance of the flowmeters equal to or
shorter than those of other flowmeters, such as magmeters,
vortex flowmeters, and turbine flowmeters. The face-to-face
distance is the distance between the surfaces of the inlet and
outlet flanges of a flowmeter. A user who uses a volumetric
flowmeter, e.g., a magmeter, may remove it from the processpipe and place a CMF with pentagon-shaped flow tubes for
mass flow measurement.
Although the temperature and pressure of fluid do not af-
fect the mass flow rate, its measured value changes, because
Youngs modulus E, the moment of inertia I, and the length lof the flow tubes change by temperature and slightly by pres-
sure in (22). We will later discuss the changes in the error
analysis.
B. Mathematical Model by Amplitude
Equations (17), (19), and (20) indicate that the amplitudeH of v1 and v2 contain the variable of mass flow rate M.Therefore, it is simple to develop a mathematical model of
CMFs by using (19). We call it the amplitude model of CMFs.
Manufacturers had started using the amplitude model mostly
to go around the Smith patents of the phase-difference model.
(The patents expired in the mid-1990s in most countries.)
To use the amplitude model, we need to measure the voltage
ofHwith a high-speed analog-to-digital converter and also thesupply voltage of the sensorU3. For the model, the sensors andthe electronics become demanding for their accuracy, linearity,
and stability to make a CMF with the accuracy of 0.05%or 0.1% of the reading. Not only all of the requirements
increase material and labor cost of the meter but also electronicsmay need consideration for interchangeability. Therefore, we
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avoid recording the not-much-beneficial amplitude model in
this paper.
Hereafter, we continue this paper with the phase-difference
model.
V. ERROR A NALYSIS
A. Uneven Flow Rates in Two Flow Tubes
One natural question is whether the CMF measurement is
correct, even if the total flow unevenly splits between twin
tubes. Next, we study for this question.
Assume that the total flow Mis unevenly split to two flowtubes, i.e.,m1 to tube 1 and m2to tube 2, by some reason; forexample, the flow pattern in the tube and construction of the
splitter,M=m1+ m2, and m1=m2. Then, based on (11)and (12), we write
d11= i D0
sin t +
l3
4EIm1 cos t
d12= i D0
sin t +
l3
4EIm2 cos t
.
By substitutingd11and d12into (39), we obtain
v1=4U3
g D0
2sin t +
l3
4EI(m1+ m2) cos t
=8U3
g D0
sin t +
l3
8EIM cos t
. (24)
Then, similar to the aforementioned calculation of (17) and
(18), we write
tan = l3
8EI M. (25)
Because (25) is the same as (18), we may state that CMF
correctly measures the mass flow rateM, even when the flowunevenly splits.
The statement may not be universally true if an uneven flow
split occurs by clogging or scaling in a flow tube. A scale or
clog may change the effective inner radius and the aggregate
Youngs modulus E, changing the meter factor. Old CMFs maycause some error by clogging, scaling, or both in long use in
installations.
B. Vibration Effects
A CMF vibrates its flow tubes to measure the mass flow.
Naturally, it is inherently prone to vibration effects from its
upstream and the downstream process pipes, in comparison
to magmeters, differential pressure transmitters, and other
flowmeters. We study, in this section, vibration effects to find
that CMFs with twin U-shaped flow tubes have a mechanism
for reducing the effects of external vibration.
First, we should realize that the frequencies of the vibration
from the external pipes are generally lower than the operational
frequency, 801000 Hz, of the transducers. Because of the
difference, the transducer does not absorb much energy fromthe external vibration.
Second, vector mechanics teaches us that the rate of change
of a vector is the same with respect to a fixed frame and with
respect to a frame in translation [19]. Therefore, vibrations
in translation in the plane OXY, OZY, or OXZ, whichare parallel vibrations, do not change the displacements, d11,
d12, d21, and d22 and, consequently, do not cause an error in
measurement.Third, rotational motions need further study. The center of
gravity of a CMF is off from the center line of the upstream
and the downstream pipes. Then, the external vibration tends to
generate rotational movement of the transducer.
When the transducer rotates around the X-axis, the vectordirections of the angular acceleration of both legs, OP and SU,
are i. The accelerations cause the Coriolis accelerations on both
OP and SU, in addition to the Coriolis accelerations that we
studied. They have, however, the same magnitudes but in the
same directions. Thus, such a rotation does not affect the output
of sensor S1. The same is true with S2.
When the transducer rotates around the Y-axis, the vectordirection of the angular accelerations of both legs, OP and SU,
arej. Because the direction of the flow is also j, no net force is
generated on the fluid. When the transducer rotates around the
Z-axis, the vector directions of the angular acceleration of fourlegs are k. Then, both U-shaped flow tubes sway in the same
magnitude in the same direction. The movements do not affect
d11,d12,d21, andd22and, thus,v1and v2.As aforementioned, the advantage of the twin U-shaped flow
tubes is because the tops of the tubes are not constrained and are
free to move. This condition enables the transducer to reduce
the external effect.
Because the model is developed assuming that the nest is
fixed, the model itself does not have power to analyze the effectof the deformation of the nest by the external vibration. Such
deformation should be prevented by its mechanical design, e.g.,
a thick nest.
C. Error Equations
We develop an error equation of CMF by taking the natural
logarithm of (23) and differentiating it as follows:dMM =
dKK +
dff +
d (26)
where |dM/M| is the error (accuracy) of a CMF, which is typi-cally specified to be 0.05% (=1/2000) of the measurementor some CMFs are 0.1%. Then, the total of the right-hand sideof (26) must be less than 0.05%.
Frequencyfand phase angle are measured with countersand clock pulse in the electronics. When we use 16-b counters,
they are measured with an accuracy of better than 0.002% (=1/216 0.05%). Therefore, we may ignore |df/f| + |d/|in (26). Still, we need to keep |dK/K|better than 0.05% toachieve the accuracy specification. On the other hand, the accu-
racy of the flow test stand, certified by the National Institute
of Standards and Technologies (NIST) in the U.S., is about
0.05%. This condition leaves no margin of error to CMF.
Consequently, we need to eliminate the effects of temperatureand pressure to the meter factor by compensation.
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D. Effect of Temperature
Next, we study the relation betweenKand the temperature.The moment of inertia I of a tube, whose inner and outer
radii areri andro, is known in vector mechanics and strengthof materials as
I=
4
r4o r
4i
. (27)
Based on (22) and (27), we rewrite Kas
K= 4
E
l3
4
r4o r
4i
=
E
l3
r4o r4i
. (28)
Then
K0= E0
l30
r4o0 r
4i0
(29)
whereK0,E0,l0,ro0, andri0are K,E,l,ro, andri at 20 C,
respectively.
When we writeE= E0 {1 + (T 20)}
ro = ro0 {1 + (T 20)}
ri = ri0 {1 + (T 20)} , and
l= l0 {1 + (T 20)}
where
T fluid temperature (=tube temperature) in C; thermal coefficient of Youngs modulus; thermal coefficient of expansion.
Kcan be expressed as
K=E0l30
r4o0 r4i0
{1 + ( + )(T 20)}
= K0 {1 + ( + )(T 20)} . (30)
We find that the temperature changes the meter factor bycoefficient( + )and not simply by.
We have obtainedE= 206.0{1 0.000389 (T 20)}bythe regression analysis of Youngs modulus of stainless steelat different temperatures, published by metal manufacturers.Then, = 3.89 104. (The exact value is slightly different,depending on stainless steel, e.g., 316, 316 L, or other alloysused for the flow tubes.) The of stainless steel= 16.4 106. At the application limit of CMF, 350 C,( + ) (T
20) = 0.11.Thus, the measured value of the mass flow rate changes
by 11% when the tube temperature increases from 20 C to350 C: We conclude that CMFs need temperature compensa-tion on the meter factor. Manufacturers mount resistance tem-
perature detector (RTD) on the flow tube or on the nest, closeto the tube to measure the temperature. The microprocessorcalculates the compensation with (30).
Note that the thermal coefficient of Youngs modulus is
about 20 times larger than the thermal coefficient of expansion.Consequently, the error analysis reveals that a change in Eby temperature affects the matter factor far more than thermalexpansion does. This condition suggests that stringent quality
management of metal composition and heat treatment of flowtubes is needed.
E. Effect of Inner Pressure
The theory of thin-walled pressure vessel may be used for
studying the effect of inner pressure to the flow tubes. Theprocess pressure of fluid in a tube causes stress in the tube
in the longitudinal (along the tube length) and the tangential
directions. Tangential stressstis given byst = (r/t)P, where
ris the radius of the tube, and t is the wall thickness of the tube.Pis the internal pressure [20], and we use P = 10 MPa, whichis the maximum pressure rating of most of the commercial
CMFs. Because the tangential stress is two times larger than
the longitudinal stress, we use values of the tangential stress forthis paper.
By Hooks law, the elongation L of metal length Lo isgiven by L= (st/E)L0. For typical cases, we assume thatthe material of the flow tubes is stainless steel 316L, whose
Youngs modulus at 20 C is 195 GPa.
Then, the relation of K and P is obtained from (22), (27), andst = (r/t)P. We have
K=K0(1 + P) where = r
tE (31)
whereK0is the meter factor whenP = 0kPa or P is low, andthe temperature is 20 C.
We calculate in Table I the percent changes of K by the
pressure P (= Pin %) for different nominal sizes of stainlesssteel tubes that are commercially available. (Note that the
nominal sizes of tubes are different from the meter size of
CMFs, because a CMF with twin U-shaped flow tubes uses twotubes in it.)
The rightmost column of Table I indicates that errors ofCMFs with tubes that are 1/4, 1/2, and 3/4 in size are lessthan the instrument accuracy (0.05%). In addition, mostflowmeters are used at less than the maximum pressure rating.Consequently, the CMFs of these tube sizes do not require
pressure compensation.
The errors of CMFs with tubes of 1 and 2 in size are aboutthe accuracy specification of the flowmeters. The errors of
CMFs with tubes that are equal to or larger than 3 in size
slightly exceed the specification. If application conditions areproperly considered, such CMFs may not need continuous
pressure compensation that uses a pressure gauge or a pressure
sensor. If the process pressure is far less than the pressure rating(
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TABLE IDEFORMATION OFT UBES OF STAINLESS STEEL316L I N DIFFERENTS IZES
Although we have not explicitly discussed the requirement
to U-shaped flow tubes, the following observations are clear
through the model development. Each U-shaped tube should be
in a flat plane. A pair of the flow tubes in one transducer should
be identical in shape, dimension, and characteristics. Because
the composition and heat treatment of tubes affect Youngs
modulus, a pair of the tubes should be cut from one material
pipe and should be heat treated in the same batch, at the location
next each other in the same oven, to achieve the same E value.
Such manufactured parts should be kept in the pair in inventory
until assembling.
Micro Motion has been making, selling, and offering ser-
vices for many models of CMFs with U-shaped flow tubes for
more than 25 years. Yokogawa Corporation and a few othersalso do.
VI. OTHERC ONFIGURATIONS OFF LOWT UBES
A. Single U-Shaped Flow Tube
A few manufacturers make CMFs with a single U-shaped
flow tube without a flow splitter. Users who measure the flow
of fluid that is slurry or contains foreign particles may avoid a
flowmeter with a splitter, because it is likely clogged.
Theoretically, we may consider that flow tube 2 is replaced
with a solid plate or block in Fig. 2 to make a transducer with a
single tube. The flow goes into tube 1 and out from the outlet.The solid plate is connected to the original nest in Fig. 2 to form
the new reference frame. We call it an extended nest. Then,
points Q and V become fixed points, and d12= d22= 0.We obtain the mathematical model of CMFs with a single
U-shaped flow tube by settingd12= d22= 0in the aforemen-tioned model development. Then, the model of single U-shaped
tube is
M= 2
EI
l31
f tan . (32)
By comparing (32) to (21), we know that the meter factor of
CMFs with a single U-shaped flow tube is 1/2 of that of theflowmeter with twin flow tubes of the same tube size. Before
the mathematical proof, you may have correctly guessed that
the meter factor of a CMF with one tube should be half of that
with two tubes.
We have explained with (4) that there are two other accel-
erations aside from the Coriolis acceleration in the rotating
legs of the flow tubes. They do not affect the sensor outputs
from twin U-shaped tubes, because they counterreact each
other. In a transducer with a single tube, the counteracting
accelerations from tube 2, which the extended nest replaces,
do not exist. Then, a may cause a constant zero shift in themeasurement. The zero shift needs to manually be nullified by
a zero adjustment in the electronics
A CMF with a single U-shaped flow tube is more prone to
vibration effects than a CMF with twin U-shaped tubes. Anextended nest itself tends to bend or vibrate more than the short
nest. The vibration of the driver may reach both sensors through
the extended nest, directly disturbing the sensor outputs.
The aforementioned analysis of the effects of external vi-
bration on CMFs with twin tubes is applicable to those with
a single tube, except for the rotation around the Z-axis. Withthe former condition, we studied that the resulting motions of
two tubes by the rotation around the Z-axis does not affectsensor S1. With the latter condition, the canceling motion from
tube 2 does not exist. Therefore, CMFs with a single tube may
be more sensitive to external vibration.
To internally reduce disturbance by vibration, designers ofsuch CMF may need to beef up the extended nest, the housing,
or both to stabilize the reference frame. Users should more
rigorously reduce external vibration that reaches the flowmeter
than CMFs with twin flow tubes.
B. Straight-Flow Tubes and Variations
Manufacturers make and sell CMFs with straight-flow tubes.
Some CMFs have twin tubes, and other CMFs use a single
tube. The appearances of CMFs with straight-flow tubes in long
styles are largely different from CMFs with U-shaped tubes
in boxy style, as if both are different flowmeters. The strong
feature over CMFs with U-shaped tubes is that straight tubesself-drain process fluid.
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Fig. 4. Conversion from the U-shape tubes to the straight tubes.
Hereafter, we investigate CMFs with straight tubes by using
the study result of CMFs with U-shaped tubes.
Fig. 4 illustrates a side view of a transducer with twin
straight-flow tubes, in solid lines. In the figure, tube 1 hides
tube 2; the flow tube RQVW is behind OPUS. Theoretically,
it is the conversion from a transducer with twin U-shaped tubes.
Therefore, we superimpose the configuration of the latter in
Fig. 2 onto Fig. 4, in chained lines. The markings of the key
points, O, P, Q, R, S, U, V, and W and the driving points J
and K correspond to those in Fig. 2. The sensors are connected
between P and Q, which is behind P in the figure and between
U and V. The reference points, O, R, S, and W, are anchored to
the nest.
Assume in Fig. 4 that we split the original nest and turn the
legs OP, RQ, SU, and WV by 90 to make the tubes straight,
moving the split nests with the tubes, as shown with the arrows.
The half tori PJQ and QKV are also straightened or flattened.
Then, we obtain the configuration of the transducer with twin
straight tubes OPUS and RQVW. The split nests are con-
nected with a bracket of chained lines; we call the connected-
split nests an elongated nest. In Fig. 4, the flow tubes verticallyvibrate to the figure (the page surface). When vibrated, the
straight-flow tube OPUS bends in arc. Because the amplitude
of the vibration is very small, we approximate the tube bents in
a trapezoid, keeping the legs OP and SU straight.
With the aforementioned mechanical changes, the fixed
frame OXYZ and the rotating frame Oxyz also change from
those used for the study of the transducers with twin U-shaped
tubes. By turning the legs by 90, theY- and theZ-axes coin-cide with each other. TheX-axis is split with the split nests. Invector analysis, however, we may consider both as the X-axis.
In the previous analysis, we considered the fixed reference
frame OXY and a rotating frame Oxy that coincides with theleg. When the extended nest is stable to be the reference frame,
we may apply the aforementioned analysis on the split nests
and find that the mathematical model (21) and the meter factor
(22) of twin U-shaped tubes are applicable to CMFs with twin
straight tubes.
Therefore, we may state that the mathematical model that
we first developed for CMFs with twin U-shaped tubes is a
general model of CMFs. The aforementioned error analyses by
the model are also applicable.
It is easy to assume that, in theory, the extended nest is
stable. It is, however, a demanding task to design and construct
the extended nest stable and free from vibration. If not stable,
the reference frame changes, and the angular accelerations change, causing error in the Coriolis accelerations. Designers
of such CMFs add stiff brackets to the extended nest between
the split nests, anchor them to the housing of the flowmeter,
or do both approaches to improve mechanical stability. Walls
of the housing are usually thick and heavy for the stability of
measurement.
The thermal expansion of the tubes and the reinforced
extended nest should be the same. Otherwise, the extendednest compresses the flow tubes (buckling) or elongates them,
causing a measuring error. Designers may choose the same
materials for both conditions.
Some manufacturers use tubes that are slightly bowed or
kinked at the center sections of the length, PJU and QKV, to
avoid or reduce buckling, keeping still straight tubes in PO,
US, QR, and VW. The direction of deformation becomes
predictable if the tube is bowed or kinked by design; then,
deformation may not affect the accuracy with such flowmeters.
A CMF with a single straight tube may be considered a
conversion from a CMF with a single U-shaped tube, similar
to the illustration in Fig. 4. The mathematical model is also
applicable.
CMFs with single or twin straight-flow tubes commonly have
the inherent drawback in the market place, i.e., long face-to-
face distances. They are long because of the long flow tubes and
are mostly longer than other types of flowmeters. To install such
a flow meter, the user has to cut out a long portion of the process
pipe. No CMF with straight-flow tubes is readily replaceable to
volumetric flowmeters of the similar pipe size.
Endress+Hauser, Krohne, and Micro Motion make CMFswith a single and twin straight tubes. ABB makes similar
CMFs, whose flow tubes are in elongated S-shape or kinked,
to which the mathematical model is also applicable. Other
manufacturers made CMFs with spiral flow tubes [21] or withtubes in more sophisticated bending. The mathematical model
is also applicable to these CMFs in approximation.
VII. CONCLUSION
In this paper, we have arrived at the following ten
observations.
1) A general mathematical model of CMFs has been devel-
oped. There are two types of models: a phase-difference
model and an amplitude model. In this paper, we record
and use the only the phase-difference model. The model
is applicable to CMFs with U-shaped flow tubes, straightones, or slightly curved (bowed) ones and to CMFs with
twin flow tubes or a single flow tube.
The model is applicable to from micromechanical
CMFs of a millimeter flow tube size and to large ones
with a 1-meter-long tube.
2) The general model is applicable to both CMFs with
U-shaped tubes and those with straight tubes, although
both appearances are largely different, as if they are
different flowmeters.
3) A CMF does not need the measurement of the density of
the fluid to get the mass flow rate. This condition suggests
that the flow tube may be driven at a predetermined
frequency or power line frequency if density data are notneeded. On the one hand, micromechanical CMFs may
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be driven at a high frequency (in kilohertz ranges). On
the other hand, drives with the line power may enable
engineers to make CMFs much larger in tube size than
the current tubes.
4) In the phase-difference model, the meter factor is deter-
mined only by the characteristic and dimension of the
flow tube. Therefore, the type and characteristics of thedriver and the type and sensitivity of the sensor, do not
change the meter factor.
5) Because of the aforementioned characteristic, the elec-
tronics (a transducer) of the phase-difference model may
interchangeably be used with any transducers.
6) Error analysis points out that a CMF with twin flow
tubes correctly measures the mass flow rate, even when
the inflow unevenly splits to two tubes. When uneven
splitting occurs because of scaling or clogging within a
flow tube, its effective Youngs modulus, radii, or both
may change, causing an error, however.
7) Error analysis reveals that all CMFs need temperature
compensation against changes in flow tube characteristics
by temperature, i.e., the change in Youngs modulus and
the thermal expansion of radii and length. A temperature
compensation equation (30) was developed.
8) The thermal coefficient of Youngs modulus of stainless
steel tubes is about 20 times larger than the coefficient of
thermal expansion. Most of the tube materials are similar.
Youngs modulus becomes different by the composition
and heat treatment of the flow tubes. This condition
suggests that rigorous quality management of flow tubes
on their composition and heat treatment is needed to
reduce the measurement error and difference among man-
ufactured transducers.9) The effect of process pressure, i.e., the inner pressure of
the flow tube, is small for the measurement. Transduc-
ers with small flow tubes, i.e., smaller than 3/4 in size
(13.36 mm in diameter and 1.65 mm in wall thickness),
do not need pressure compensation of up to 10 MPa
for 0.05% of the reading. The larger flow tubes needsome consideration in process pressure for accuracy. If
the flowmeter specification is 0.1%, no pressure com-pensation is needed in most of the pressure ranges.
10) CMFs with twin U-shaped flow tubes are suitable for ac-
curate flow measurement and are less sensitive to external
vibration.CMFs with straight-flow tubes are also accurate
flowmeters. They may be more sensitive to external vi-
bration in some extent.
APPENDIXA
CAPACITIVES ENSOR
First, we show the structure of a capacitive sensor in Fig. 5
as an example of displacement sensors. We use two of them for
sensors S1 and S2 in Figs. 1 and 2. Each sensor consists of the
electrodes F, G, and H, which are electrically separated from
each other: Electrodes F and H are mechanically connected
with the bracket FH. Therefore, electrodes F and H movetogether. We connect the electrodes F and H of sensor S1 to
Fig. 5. Capacitive sensor.
point P of flow tube 1 and electrode G to point Q of flow tube 2.
We denote 2 g to the distance between F and H. The actual
thickness (F to H) of the sensor is several millimeters or less to
detect the small movements of the flow tubes, although Fig. 5 is
expanded for illustration. Electrode G is at the center betweenF and H when the sensor is in neutral.
Next, observe the movement of the electrodes. The points P
and Q move in opposite directions, i.e., P byd11and Q byd12.We write the displacements d11and d12in (11) and (12) in vec-
tor notation. Their signs, i and i, indicate that P and Q movein the opposite directions. Because the mechanical connections
of the sensor agree with the directions, we consider the scalar
components ofd11and d12hereafter. When F moves to F and
G moves to G, the resulting distances between FG and GH
are[g (d11+ d12)]and[g + (d11+ d12)], respectively.The electric connections are given as follows. We apply
a positive dc voltage U3
in the reference to the ground to
electrode F and a negative voltage U3to electrode H throughflexible wires. We take the output signal v1 between electrodeG and the ground.
Then, we calculate the output voltage. We denote C11 theelectric capacitance between the electrodes F and G andC12between the electrodes G and H for S1. The voltage across C11isU11and that acrossC12is U12. We assume each capacitanceholds electric charge Q. (The following equations apply to S2
in the same way.)
Then
U11= Q/C11 (33)
U12= Q/C12 (34)U11+ U12= 2U3. (35)
Based on (33)(35), we obtain
U11= 2 C12
C11+ C12U3. (36)
On the other hand, we have
C11= A
g (d11+ d12) (37)
C12= A
g+ (d11
+ d12
) (38)
whereAis the area of the electrode.
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By substituting (37) and (38) to (36), we obtain
U11= U32(d11+ d12)
g U3.
Because we measure the sensor output in reference to the
ground
v1= U3 U11= 2U3
g (d11+ d12). (39)
Thus, the sensor output v1 is proportional to the total of theinput displacementd11+ d12.
In an actual construction, the voltage at electrode G may have
some dc voltage. We takev1through a capacitor to eliminate it.Consequently, v1(andv2) is an ac signal in this paper.
Although we use the capacitive sensors for modeling in this
paper, other displacement sensors may be also used, because
the type of the sensors do not change the meter factor.
APPENDIXB
DENSITYA LGORITHM
We record here the algorithm that may be used to obtain the
density of process fluid for a reference purpose, although we
do not need to measure fluid density to measure mass flow rate
with a CMF.
To obtain the density data, the CMF must operate at the
resonance frequency of the transducer, as shown in Fig. 1,
because density measurement uses the physics of mechanical
resonance.
The fluid density may be expressed by
= 998.2f2wf2
f2e f2
f2e f2w
in kg/m3 (40)
where 998.2 kg/m3 is the density of water at 20 C,fe is theresonance frequency when the flow tube is empty, and f wis theresonance frequency when the flow tube is filled with water at
20 C, both without flow. The values offeand fware measuredby wet calibration and are stored in the electronics.
A CMF always measuresffor obtaining the mass flow rate.The microprocessor calculates the fluid density with (40) by
using f. Thus, no additional hardware is needed for densitymeasurement.
ACKNOWLEDGMENT
The author would like to thank J. Spaihts, a Quality Man-
agement Specialist with the Fischer & Porter Company for
his suggestions to develop a general theory of all CMFs to
clarify what are happening in them; Dr. Y. Shibutani, Professor
with the Department of Engineering, (National) University of
Osaka, Japan, for his advice; Dr. R. Zoughi, the Editor-in-
Chief; Associate Editor; the reviewers of this paper for their
constructive critique; and C. Ingelin of the IEEE T RANSAC-
TIONS ON INSTRUMENTATION ANDMEASUREMENT for her
help in communication with the IEEE, including uploading theoriginal and revised manuscripts.
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Masahiro Matt Kazahaya (M76LSM06) wasborn in Japan in 1932. He received the B.S. degreein physics and the Ph.D. degree in technology fromOkayama (National) University, Okayama, Japan,and the MBA degree from the Wharton GraduateSchool, University of Pennsylvania, Philadelphia.
For 12 years, he was a Visiting Instructor withthe Wharton Graduate School, the University ofPennsylvania. He was a Vice President of Marketing,Technology, and Corporate Planning with the Fischer& Porter Company (now a part of the ABB Group),
Warminster, PA. He is currently the Owner and President of MKK International,Inc., Southampton, PA, a business and technology management consultingfirm. He published two Japanese books: SeminarIntroduction to Business
ManagementandProblems in Japanese Employment System.Dr. Kazahaya is a Lifetime Senior Member of the International Society ofAutomation (ISA).