SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 155
Parametric Study of Micro Electro-Mechanical System Capacitive Type
Accelerometer
Mr. Avinash B. Shinde1, Mr. A. A. Panchwadkar2
1ME Design PG Student, PCCOE
2Associate Professor, PCCOE
-------------------------------------------------------------------------***------------------------------------------------------------------------
Abstract - Micro-Electro Mechanical Systems are widely
used for measuring the acceleration because they are small
in size and less in weight. In this paper effort was done on
the study of different parameters such as beam length and
beam width of capacitive MEMS accelerometer and their
effects on the change in differential capacitance. A 2D model
of accelerometer was prepared and the modal analysis was
performed on model to find the mode shapes of moving
finger. In modal analysis 100 numbers of modes were
extracted with frequency range 0 to 1000 Hz. and mode
shapes were found out. The deformation of moving finger
for extracted modes is observed. Among them at frequency
230.80 Hz and 792.31 Hz finger showed deformation along
acceleration measuring axis. At these frequencies, the effect
of deformation of finger on capacitance value was analyze.
Key Words: Capacitive type MEMS, Sensitivity, Modal
Analysis, Resonant Frequencies
1. INTRODUCTION
To measures the acceleration, different types of
accelerometer are available as piezoelectric and
piezoresistive and MEMS capacitive type accelerometer.
Among them MEMS are used widely because they are
small in size and weight as compared to piezoresistive and
piezoelectric accelerometer. Currently they are used in
automobiles to set the correct time for air bag deployment.
Micro Electro-Mechanical System (MEMS) were firstly
developed in 90’s century. Capacitive type woks on the
principle of capacitance change in parallel plates.
Capacitance change is directly depending upon the
distance between plates and area of plates. Acceleration is
sensed by mass and causes the change in the distances of
the plates and ultimately the capacitance. This capacitance
is ultimately used to measure the acceleration. Force is
applied on the mass due to acceleration sensed by device
is determines by Newton’s second law of motion. To
analyse the displacement of mass of accelerometer, it can
be compare to equivalent model of mass, spring, damper
system.
1.1 Working of MEMS Accelerometer
Accelerometer is a device used to measure the acceleration
or decelerations of device. Works on the Newton’s second
law of motion which states that force applied by anybody is
equal to product of mass of body and acceleration of body.
This force on the mass makes it to displace from mean
position. This displacement is proportional to the
acceleration of device. Fingers are attached to the mass..
Fingers moves with mass and the distance between moving
finger and fixed finger changes. It changes the capacitance
in fingers which is used to measure the acceleration
1.2 The broad objectives of the study are
1. To study the working principle of capacitive MEMS
accelerometer
2. To study the effect on capacitance change for variable
distance between two plates due to deformation occurs in
moving finger and find the error in measurements of
capacitance
The current need of the manufacturing industry in the
any machine development consist of various factors such
as vibration analysis, balancing the masses of rotating
machines. Vibration of machine leads to failure of machine
parts. Therefor accurate result should be shown by
vibration sensors such as accelerometer which is used to
find the magnitude of acceleration of machine with respect
to time.
2. LITERATURE
The sensitivity of the device is desirable parameter while
designing a transducer. Most of the work done before have
kept their focus on the increasing the sensitivity of device
by optimizing the device parameters.
Zakriya Mohammed et al [1] focus their work on
optimizing the gap between moving and fixed finger. As the
gap between moving and fixed finger directly affect the
change in capacitance between them. The designs utilize a
simplified comb structure to detect capacitance change
between moving and fixed fingers. By finding the optimum
gap the device is designed to get the high capacitance
which is the function of displacement of proof mass. They
found that there is critical anti-gap spacing at which the
device shows the highest sensitivity. The main focus of
their work was to achieve high-sensitivity while keeping
the device dimension as small as possible. A complete
parametric study was performed to calculate the optimum
design values. The key parameters which were carefully
studied are the total mass, spring constant, the finger
length, and the anti-gap spacing. The spring constant is
varied by changing the beam length and width.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 156
Yi Ma et al [2] work on the parameters of the flexible
beam. As the length and width of flexible beam directly
affect the stiffness of beam and ultimately the displacement
of the proof mass. They conducted their work by taking the
flexible element as a cantilever beam and optimize design
for beam as its length and width is found. They found that
the performance of capacitive accelerometer with
cantilever beam is highly depending on the length, width
and thickness of beam. The beam design optimization has
performed, and the optimized design parameters have
achieved, including beam length 500um, beam width
600um, and beam thickness 6um. By increasing the length
of beam, sensitivity of accelerometer can increased but
there are limitations to increase the length up to certain
level. Because beyond limit if the length is increased the
sensitivity of device become over sensitive and may
damage the structure of the accelerometer. Results also
show the effect of beam design on the resolution, which is
the minimum and maximum acceleration the
accelerometer, can sense.
Keya Sanyal et al [3] from their paper they have shown
the variation of capacitance change and sensitivity with
respect to the length and width of the beam. Sensitivity
and capacitance change both these term are related to
each other. To increase the sensitivity of accelerometer
there should be more change in capacitance change for
certain acceleration sensed. They analyzed the variation of
capacitance change of the device with applied
acceleration, and also analyzed the sensitivity of the
device. The performance analysis of the device is done
using ANSYS Multiphysics software. For simulation
purpose a 2D model is prepared using the ANSYS software
and the displacement of the proof mass is measured from
the deformed structure.
Meftah Hrairi et al [4] focused their work on Finite
Element Analysis of MEMS accelerometer and they in
additionally they also consider the effect of temperature
on the device performance. The temperature of
accelerometer was varied from 100C to 500C and the
displacement was measured to check whether the
temperature has any impact on the displacement. From
the result, it is found that as the temperature increases the
displacement also increases. However, the displacement is
very small.
Table-1: PHYSICAL AND GEOMETRICAL PARAMETERS[3]
3. WORKING PRINCIPLE OF ACCELEROMETER
Capacitive type Micro Electro-Mechanical System
accelerometer is equivalent to single degree of freedom
spring, mass and damper system. It consists of spring mass
which is attached to the spring which is here beam
element. And also the damping effect occurs in the gap
between moving and stationery finger.
Fig 1: Mass-Spring-Damper System [6]
According to Newton’s second law force applied on the
system when the mass (m) subjected to the acceleration
(a) is
Fapplied = maapplied .…… ……………….……………...(1)
The proof mass is attached to the spring which get
extended or compressed depend on the direction of
applied acceleration on the mass. Which causing the mass
to displace by amount x. Resisting force apply by the
spring is :
Fspring = kx ..…………………………........................(2)
There is also a damping effect (c) in the system which
affects the performance of the accelerometer. The
damping is due to air damping between stationery and
moving fingers, which resist the movement of the proof-
mass. The damping force can be defined as :
Fdamping = cẋ..…………………………………………..(3)
Now according to the second law the relation between is
that the sum of all forces acting on proof mass is equal to
inertia force on proof mass :
Fapplied - Fspring - Fdamping = mẍ.……….…...(4)
Finally, the motion of the spring mass damper system as a
function of the applied acceleration is given by:
mẍ + cẋ + kx = Fapplied = maapplied.. …………… .. .(5)
Parameters Value
Capacitance gap (d) 2 μm
Device Thickness (h) 5.2 μm
Mass Width (Wm) 34 μm
Mass Length (Lm) 812 μm
Beam Width (Wb) 6 μm
Beam Length (Lb) 150 μm
Finger Length (Lf) 120 μm
Young’s modulus of poly-si (E) 1.72*10^11 Pa
The Dielectric constant of air (ɛ) 8.854*10-12 F/m
The Density of poly-si (ρ) 2330 kg/m3
Gravity Acceleration (g) 9.8 m/s2
Total mass (m) 2.81*10^-10 kg
Spring Constant (K) 1.13*102 N/m
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 157
This equation can be used to analyses the system. Where
natural frequency of the system is:
ωn = √ …………………….……........................(6)
The movement of the proof mass gives a change in
capacitance between the movable finger attached to the
proof mass and the fixed finger attached to the structure.
In this method, the acceleration can sense by measuring
the changes of capacitance. When acceleration is applied
in the X-direction, the proof mass gets displaced and the
finger gap spacing of fingers changes. At one side, the
capacitance increases while it decreases at the other with
same acceleration
3.1. Capacitance calculation
The capacitance when the mass is at its mean position and
which is same in both sides
C0 = ………………………………………......(7)
When mass displace and move by the distance x the value
of capacitance will be
C1(x) = …………………………...……….…….8)
and
C2(x) = ………………...………………..….(9)
The differential capacitance change is
▲C= C2 – C1. …………………..…………..……… .(10)
4. ACCELEROMETER MODEL
Magnitude of capacitance measured by single pair of fixed
and moving finger is very low. So for further processing
the measured capacitance for getting acceleration value,
sufficient value of capacitance magnitude should get from
fingers.
Fig 2: MEMS with one pair of fixed and moving finger
To get the higher value of capacitance multiple finger pairs
are added in series with finger as shown. But for
simplification only one finger pair is considered.
Simplified diagram of capacitive accelerometer is shown in
figure 2. Similar model is prepared on ANSYS to analyses
the behaviour of system. The thickness of finger and mass
is varied and the displacement of the finger is observed. As
a part of simulation, a 2D model is prepared using ANSYS
and the displacement of the finger is observed from the
deformed structure.
When acceleration is applied, proof mass displaced from
its original position. Depending on value of displacement,
the capacitances are also changed. The relation between
capacitances and displacement has shown in equation 8
and equation 9 of changed capacitance
5. MODAL ANALYSIS
Bandwidth of device is the frequency range over which the
device can take the readings. Higher the bandwidth of the
device means better is the device because one device with
large bandwidth can be used for various applications. To
find the bandwidth of the device the mode shapes and
resonant frequencies are need to be known.
The model of accelerometer with single finger attached to
mass is prepared in ANSYS software and modal analysis is
done to find the mode shapes and resonant frequencies. In
modal analysis, 100 numbers of modes have extracted
with frequency range 0 to 1000 Hz. and mode shapes have
found. The thickness of mass and finger is varied from 3
μm to 6.5 μm. The effect of thickness on the resonant
frequency is found. The graphs of thickness verses
resonant frequencies are plot. A graph shows that change
in thickness of finger does not much affect the resonant
frequency of finger. But at resonant frequencies the
moving finger is not parallel to the fixed finger and the
distance between them is not same along length. Due this
change in distance the capacitance between fingers will be
changed and the acceleration shown will be different than
the actual value
Fig 3 : Thickness Vs Resonant frequencies of moving
finger.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 158
The mode shapes have found from the software and
among them first mode of finger found at node number 21
with frequency 230.802 Hz and second mode found at
node number 40 with frequency 792.312 Hz. Difference
between two mode shapes is found as 562 Hz which is
determined as bandwidth of the accelerometer.
Decreasing the thickness value of finger shows same
bandwidth so that the size of the device can reduced but
due to reduced thickness, area between fingers decreases
and reduces the capacitance value
Fig 4: Deformed shape of finger at 230.802 Hz
Fig 5: Deformed shape of finger at 792.312 Hz
As the capacitance value is directly depend upon the area
of plates. Therefor decreasing thickness will decrease the
area and ultimately the capacitance.
Fig 6: Deformed shape of finger at 215.626 Hz
If we consider at particular acceleration the finger and
mass moved with the distance 1 μm. The difference
between actual value of differential capacitance and the
capacitance measured by the devices found are found out
Table 1: Error in differential capacitance due to
deformation in finger
Sr. No. Freque
ncy
(Hz)
▲C
(pF) for
parallel
fingers
▲C
(pF) for
deform
ed
fingers
Error %
1 230.802 5.0106 13.148 61.89
2 792.312 5.0106 10.95 54.24
As the acceleration measured by the accelerometer is
proportional to differential capacitance measured. At
those two frequencies 230.802 Hz and 792.312 Hz the
device will show the wrong value with error as shown in
table 1.
6. CONCLUSION
The modal analysis for single finger is done on ANSYS
software and the mode shapes are found. The capacitance
values for different values of frequencies are calculated.
From above observation it is shows that, two modes are
obtained at 230 Hz and 792 Hz. At these frequencies finger
deform due to which device shows an error in acceleration
value. From above range of frequencies the bandwidth of
the device is found to be 562 Hz. In this range the
accelerometer will give accurate value of acceleration
REFERENCES
[1]Zakriya Mohammeda,Ghada Dushaqa, Aveek
Chatterjeeb, Mahmoud asrasa,“An optimization
technique for performance improvement of gap-
changeable MEMS accelerometers”, Mechatronics 54,
2018, 203–216
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 159
[2] Yi Ma, Limei Xu, Hui Li, “Optimization Design of a
Capacitive Micro accelerometer”, 10, 2010,978-1-
4244-5141
[3] Keya Sanyal, Kalyan Biswas, “Design Optimization of
Capacitive MEMS Accelerometer for Improved
Sensitivity”, International Journal of Computer
Applications, 2017 ,0975 – 8887
[4] Meftah Hrairi, Badrul Hanafi bin Baharom, “Design and
Modeling of Silicon MEMS Accelerometer”,11, 2011,
978-1-61284-437-4
[5] Mourad Benmessaoud ,Mekkakia Maaza Nasreddine,
“Optimization of MEMS capacitive accelerometer”,
Microsyst Technol, 19, 2013,713–720
[6] Khairun Nisa Khamil, Kok Swee Leong, Norizan Bin
Mohamad, Norhayati Soin, “Analysis of MEMS
Accelerometer for Optimized Sensitivity”,
International Journal of Engineering and Technology
(IJET), Vol 6 No 6, 2015
[7] Michal Szermer, Jacek Nazdrowicz,Wojciech
Zabierowski, “FEM Analysis of a 3D Model of a
Capacitive Surfacemicromachined Accelerometer”,
CADSM 2017
[8] Abdul Qader Ahsan Qureshi, Soheil Azimi,Albert Leung,
Behraad Bahreyni, “Development of a micro-machined
accelerometer for particle acceleration detection”
,Sensors and Actuators. A 280, 2018, 359–367
[9] Shudong Wanga, Xueyong Weia,Yulong Zhaoa,
Zhuangde Jianga, Yajing Shen, “A MEMS resonant
accelerometer for low-frequency vibration detection”
,Sensors and Actuators, A 283 ,2018, 151–158
[10] Samuel Jiménez , Matthew O.T.Cole, Patrick S.K eogh ,
“Vibration sensing in smart machine rotors using
internal MEMS accelerometers” , Journal of Soundand
Vibration,377, 2016, 58–75

More Related Content

What's hot

Tensile test
Tensile testTensile test
Optimizing the process parameters of friction stir welded joint of magnesium ...
Optimizing the process parameters of friction stir welded joint of magnesium ...Optimizing the process parameters of friction stir welded joint of magnesium ...
Optimizing the process parameters of friction stir welded joint of magnesium ...
eSAT Publishing House
 
Mechanics of solids_1_lab_report
Mechanics of solids_1_lab_report Mechanics of solids_1_lab_report
Mechanics of solids_1_lab_report
HammadShoaib4
 
Timber and steel flexure
Timber and steel flexure Timber and steel flexure
Timber and steel flexure
Henry Moreno Alvarez
 
Efficiency Measurement of Indian Standard SPT Hammer Context for Liquefaction
Efficiency Measurement of Indian Standard SPT Hammer Context for LiquefactionEfficiency Measurement of Indian Standard SPT Hammer Context for Liquefaction
Efficiency Measurement of Indian Standard SPT Hammer Context for Liquefaction
ijsrd.com
 
Adaptive Biarticular Muscle Force Control for Humanoid Robot Arms
Adaptive Biarticular Muscle Force Control for Humanoid Robot ArmsAdaptive Biarticular Muscle Force Control for Humanoid Robot Arms
Adaptive Biarticular Muscle Force Control for Humanoid Robot Armstoukaigi
 
Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...
Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...
Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...
IRJET Journal
 
Lab report engineering materials lab - tensile test
Lab report   engineering materials lab - tensile testLab report   engineering materials lab - tensile test
Lab report engineering materials lab - tensile test
Muhammad Yossi
 
FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...
FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...
FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...
IOSR Journals
 
exp no.1 tensile test
exp no.1 tensile test  exp no.1 tensile test
exp no.1 tensile test
Muhammed Fuad Al-Barznji
 
4 vibration
4 vibration4 vibration
4 vibration
Khaled Hassani
 
The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...
The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...
The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...
IRJET Journal
 
30120140507009 2
30120140507009 230120140507009 2
30120140507009 2
IAEME Publication
 
Universal Testing Machine
Universal Testing MachineUniversal Testing Machine
Universal Testing Machine
Ashish Kholia
 

What's hot (15)

Tensile test
Tensile testTensile test
Tensile test
 
Tensile testing experiment
Tensile testing experimentTensile testing experiment
Tensile testing experiment
 
Optimizing the process parameters of friction stir welded joint of magnesium ...
Optimizing the process parameters of friction stir welded joint of magnesium ...Optimizing the process parameters of friction stir welded joint of magnesium ...
Optimizing the process parameters of friction stir welded joint of magnesium ...
 
Mechanics of solids_1_lab_report
Mechanics of solids_1_lab_report Mechanics of solids_1_lab_report
Mechanics of solids_1_lab_report
 
Timber and steel flexure
Timber and steel flexure Timber and steel flexure
Timber and steel flexure
 
Efficiency Measurement of Indian Standard SPT Hammer Context for Liquefaction
Efficiency Measurement of Indian Standard SPT Hammer Context for LiquefactionEfficiency Measurement of Indian Standard SPT Hammer Context for Liquefaction
Efficiency Measurement of Indian Standard SPT Hammer Context for Liquefaction
 
Adaptive Biarticular Muscle Force Control for Humanoid Robot Arms
Adaptive Biarticular Muscle Force Control for Humanoid Robot ArmsAdaptive Biarticular Muscle Force Control for Humanoid Robot Arms
Adaptive Biarticular Muscle Force Control for Humanoid Robot Arms
 
Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...
Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...
Optimization of Process Parameters for Deep Hole Drilling using Drill EDM for...
 
Lab report engineering materials lab - tensile test
Lab report   engineering materials lab - tensile testLab report   engineering materials lab - tensile test
Lab report engineering materials lab - tensile test
 
FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...
FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...
FEA Simulation for Vibration Control of Shaft System by Magnetic Piezoelectri...
 
exp no.1 tensile test
exp no.1 tensile test  exp no.1 tensile test
exp no.1 tensile test
 
4 vibration
4 vibration4 vibration
4 vibration
 
The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...
The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...
The Analysis of Aluminium Cantilever Beam with Piezoelectric Material by Chan...
 
30120140507009 2
30120140507009 230120140507009 2
30120140507009 2
 
Universal Testing Machine
Universal Testing MachineUniversal Testing Machine
Universal Testing Machine
 

Similar to IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type Accelerometer

A new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosisA new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosisIAEME Publication
 
Displacement mechanical amplifiers designed on poly-silicon
Displacement mechanical amplifiers designed on poly-siliconDisplacement mechanical amplifiers designed on poly-silicon
Displacement mechanical amplifiers designed on poly-silicon
IJECEIAES
 
MEMS2_GROUP_C_2015_FINAL_REPORT
MEMS2_GROUP_C_2015_FINAL_REPORTMEMS2_GROUP_C_2015_FINAL_REPORT
MEMS2_GROUP_C_2015_FINAL_REPORTNAVEEN KAVVADI
 
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
IJECEIAES
 
Proportional integral derivative controller based on ant colony optimization...
Proportional integral derivative controller based on ant colony  optimization...Proportional integral derivative controller based on ant colony  optimization...
Proportional integral derivative controller based on ant colony optimization...
IJECEIAES
 
IRJET- Investigation into use of Soft Robotic End Effector for Assistive ...
IRJET-  	  Investigation into use of Soft Robotic End Effector for Assistive ...IRJET-  	  Investigation into use of Soft Robotic End Effector for Assistive ...
IRJET- Investigation into use of Soft Robotic End Effector for Assistive ...
IRJET Journal
 
IRJET - Evoluation of Vibro Motor Position on Reciprocating Vibro Separator
IRJET -  	  Evoluation of Vibro Motor Position on Reciprocating Vibro SeparatorIRJET -  	  Evoluation of Vibro Motor Position on Reciprocating Vibro Separator
IRJET - Evoluation of Vibro Motor Position on Reciprocating Vibro Separator
IRJET Journal
 
Design and analysis of 3 d capacitive accelerometer
Design and analysis of 3 d capacitive accelerometerDesign and analysis of 3 d capacitive accelerometer
Design and analysis of 3 d capacitive accelerometer
eSAT Publishing House
 
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
IOSR Journals
 
IRJET-Pedobarography Insoles with Wireless Data Transmission
IRJET-Pedobarography Insoles with Wireless Data TransmissionIRJET-Pedobarography Insoles with Wireless Data Transmission
IRJET-Pedobarography Insoles with Wireless Data Transmission
IRJET Journal
 
Active vibration control of flexible beam system based on cuckoo search algor...
Active vibration control of flexible beam system based on cuckoo search algor...Active vibration control of flexible beam system based on cuckoo search algor...
Active vibration control of flexible beam system based on cuckoo search algor...
IJECEIAES
 
Vibration Isolation of an Air Compressor by using Sandwich Mount Isolators
Vibration Isolation of an Air Compressor by using Sandwich Mount IsolatorsVibration Isolation of an Air Compressor by using Sandwich Mount Isolators
Vibration Isolation of an Air Compressor by using Sandwich Mount Isolators
IRJET Journal
 
Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...iaemedu
 
Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...iaemedu
 
A Review of Design of Shock Absorber Test Rig
A Review of Design of Shock Absorber Test RigA Review of Design of Shock Absorber Test Rig
A Review of Design of Shock Absorber Test Rig
IRJET Journal
 
ANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINS
ANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINSANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINS
ANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINS
IRJET Journal
 
VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...
VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...
VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...
IAEME Publication
 
WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.
WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.
WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.
ijiert bestjournal
 
Fh33953956
Fh33953956Fh33953956
Fh33953956
IJERA Editor
 

Similar to IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type Accelerometer (20)

A new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosisA new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosis
 
Displacement mechanical amplifiers designed on poly-silicon
Displacement mechanical amplifiers designed on poly-siliconDisplacement mechanical amplifiers designed on poly-silicon
Displacement mechanical amplifiers designed on poly-silicon
 
MEMS2_GROUP_C_2015_FINAL_REPORT
MEMS2_GROUP_C_2015_FINAL_REPORTMEMS2_GROUP_C_2015_FINAL_REPORT
MEMS2_GROUP_C_2015_FINAL_REPORT
 
ISEF
ISEFISEF
ISEF
 
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
 
Proportional integral derivative controller based on ant colony optimization...
Proportional integral derivative controller based on ant colony  optimization...Proportional integral derivative controller based on ant colony  optimization...
Proportional integral derivative controller based on ant colony optimization...
 
IRJET- Investigation into use of Soft Robotic End Effector for Assistive ...
IRJET-  	  Investigation into use of Soft Robotic End Effector for Assistive ...IRJET-  	  Investigation into use of Soft Robotic End Effector for Assistive ...
IRJET- Investigation into use of Soft Robotic End Effector for Assistive ...
 
IRJET - Evoluation of Vibro Motor Position on Reciprocating Vibro Separator
IRJET -  	  Evoluation of Vibro Motor Position on Reciprocating Vibro SeparatorIRJET -  	  Evoluation of Vibro Motor Position on Reciprocating Vibro Separator
IRJET - Evoluation of Vibro Motor Position on Reciprocating Vibro Separator
 
Design and analysis of 3 d capacitive accelerometer
Design and analysis of 3 d capacitive accelerometerDesign and analysis of 3 d capacitive accelerometer
Design and analysis of 3 d capacitive accelerometer
 
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
 
IRJET-Pedobarography Insoles with Wireless Data Transmission
IRJET-Pedobarography Insoles with Wireless Data TransmissionIRJET-Pedobarography Insoles with Wireless Data Transmission
IRJET-Pedobarography Insoles with Wireless Data Transmission
 
Active vibration control of flexible beam system based on cuckoo search algor...
Active vibration control of flexible beam system based on cuckoo search algor...Active vibration control of flexible beam system based on cuckoo search algor...
Active vibration control of flexible beam system based on cuckoo search algor...
 
Vibration Isolation of an Air Compressor by using Sandwich Mount Isolators
Vibration Isolation of an Air Compressor by using Sandwich Mount IsolatorsVibration Isolation of an Air Compressor by using Sandwich Mount Isolators
Vibration Isolation of an Air Compressor by using Sandwich Mount Isolators
 
Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...
 
Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...Virtual instrumentation for measurement of strain using thin film strain gaug...
Virtual instrumentation for measurement of strain using thin film strain gaug...
 
A Review of Design of Shock Absorber Test Rig
A Review of Design of Shock Absorber Test RigA Review of Design of Shock Absorber Test Rig
A Review of Design of Shock Absorber Test Rig
 
ANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINS
ANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINSANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINS
ANALYSIS OF THERMAL PERFORMANCE OF SOLAR COLLECTOR WITH LONGITUDINAL FINS
 
VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...
VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...
VIBRATION ANALYSIS FOR DAMAGE DETECTION IN COMPOSITE PLATE BY USING PIEZOELEC...
 
WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.
WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.
WIRELESS BODY AREA SENSOR NETWORK FOR SOLDIER SYSTEM.
 
Fh33953956
Fh33953956Fh33953956
Fh33953956
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
IRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
IRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
IRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
IRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
IRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
IRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
IRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
Vaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdfVaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdf
Kamal Acharya
 
Quality defects in TMT Bars, Possible causes and Potential Solutions.
Quality defects in TMT Bars, Possible causes and Potential Solutions.Quality defects in TMT Bars, Possible causes and Potential Solutions.
Quality defects in TMT Bars, Possible causes and Potential Solutions.
PrashantGoswami42
 
LIGA(E)11111111111111111111111111111111111111111.ppt
LIGA(E)11111111111111111111111111111111111111111.pptLIGA(E)11111111111111111111111111111111111111111.ppt
LIGA(E)11111111111111111111111111111111111111111.ppt
ssuser9bd3ba
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
SamSarthak3
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
Democratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek AryaDemocratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek Arya
abh.arya
 
Courier management system project report.pdf
Courier management system project report.pdfCourier management system project report.pdf
Courier management system project report.pdf
Kamal Acharya
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
Automobile Management System Project Report.pdf
Automobile Management System Project Report.pdfAutomobile Management System Project Report.pdf
Automobile Management System Project Report.pdf
Kamal Acharya
 
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
MdTanvirMahtab2
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
karthi keyan
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdfTop 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Teleport Manpower Consultant
 
ASME IX(9) 2007 Full Version .pdf
ASME IX(9)  2007 Full Version       .pdfASME IX(9)  2007 Full Version       .pdf
ASME IX(9) 2007 Full Version .pdf
AhmedHussein950959
 

Recently uploaded (20)

Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
Vaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdfVaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdf
 
Quality defects in TMT Bars, Possible causes and Potential Solutions.
Quality defects in TMT Bars, Possible causes and Potential Solutions.Quality defects in TMT Bars, Possible causes and Potential Solutions.
Quality defects in TMT Bars, Possible causes and Potential Solutions.
 
LIGA(E)11111111111111111111111111111111111111111.ppt
LIGA(E)11111111111111111111111111111111111111111.pptLIGA(E)11111111111111111111111111111111111111111.ppt
LIGA(E)11111111111111111111111111111111111111111.ppt
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
Democratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek AryaDemocratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek Arya
 
Courier management system project report.pdf
Courier management system project report.pdfCourier management system project report.pdf
Courier management system project report.pdf
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
Automobile Management System Project Report.pdf
Automobile Management System Project Report.pdfAutomobile Management System Project Report.pdf
Automobile Management System Project Report.pdf
 
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdfTop 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
Top 10 Oil and Gas Projects in Saudi Arabia 2024.pdf
 
ASME IX(9) 2007 Full Version .pdf
ASME IX(9)  2007 Full Version       .pdfASME IX(9)  2007 Full Version       .pdf
ASME IX(9) 2007 Full Version .pdf
 

IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type Accelerometer

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 155 Parametric Study of Micro Electro-Mechanical System Capacitive Type Accelerometer Mr. Avinash B. Shinde1, Mr. A. A. Panchwadkar2 1ME Design PG Student, PCCOE 2Associate Professor, PCCOE -------------------------------------------------------------------------***------------------------------------------------------------------------ Abstract - Micro-Electro Mechanical Systems are widely used for measuring the acceleration because they are small in size and less in weight. In this paper effort was done on the study of different parameters such as beam length and beam width of capacitive MEMS accelerometer and their effects on the change in differential capacitance. A 2D model of accelerometer was prepared and the modal analysis was performed on model to find the mode shapes of moving finger. In modal analysis 100 numbers of modes were extracted with frequency range 0 to 1000 Hz. and mode shapes were found out. The deformation of moving finger for extracted modes is observed. Among them at frequency 230.80 Hz and 792.31 Hz finger showed deformation along acceleration measuring axis. At these frequencies, the effect of deformation of finger on capacitance value was analyze. Key Words: Capacitive type MEMS, Sensitivity, Modal Analysis, Resonant Frequencies 1. INTRODUCTION To measures the acceleration, different types of accelerometer are available as piezoelectric and piezoresistive and MEMS capacitive type accelerometer. Among them MEMS are used widely because they are small in size and weight as compared to piezoresistive and piezoelectric accelerometer. Currently they are used in automobiles to set the correct time for air bag deployment. Micro Electro-Mechanical System (MEMS) were firstly developed in 90’s century. Capacitive type woks on the principle of capacitance change in parallel plates. Capacitance change is directly depending upon the distance between plates and area of plates. Acceleration is sensed by mass and causes the change in the distances of the plates and ultimately the capacitance. This capacitance is ultimately used to measure the acceleration. Force is applied on the mass due to acceleration sensed by device is determines by Newton’s second law of motion. To analyse the displacement of mass of accelerometer, it can be compare to equivalent model of mass, spring, damper system. 1.1 Working of MEMS Accelerometer Accelerometer is a device used to measure the acceleration or decelerations of device. Works on the Newton’s second law of motion which states that force applied by anybody is equal to product of mass of body and acceleration of body. This force on the mass makes it to displace from mean position. This displacement is proportional to the acceleration of device. Fingers are attached to the mass.. Fingers moves with mass and the distance between moving finger and fixed finger changes. It changes the capacitance in fingers which is used to measure the acceleration 1.2 The broad objectives of the study are 1. To study the working principle of capacitive MEMS accelerometer 2. To study the effect on capacitance change for variable distance between two plates due to deformation occurs in moving finger and find the error in measurements of capacitance The current need of the manufacturing industry in the any machine development consist of various factors such as vibration analysis, balancing the masses of rotating machines. Vibration of machine leads to failure of machine parts. Therefor accurate result should be shown by vibration sensors such as accelerometer which is used to find the magnitude of acceleration of machine with respect to time. 2. LITERATURE The sensitivity of the device is desirable parameter while designing a transducer. Most of the work done before have kept their focus on the increasing the sensitivity of device by optimizing the device parameters. Zakriya Mohammed et al [1] focus their work on optimizing the gap between moving and fixed finger. As the gap between moving and fixed finger directly affect the change in capacitance between them. The designs utilize a simplified comb structure to detect capacitance change between moving and fixed fingers. By finding the optimum gap the device is designed to get the high capacitance which is the function of displacement of proof mass. They found that there is critical anti-gap spacing at which the device shows the highest sensitivity. The main focus of their work was to achieve high-sensitivity while keeping the device dimension as small as possible. A complete parametric study was performed to calculate the optimum design values. The key parameters which were carefully studied are the total mass, spring constant, the finger length, and the anti-gap spacing. The spring constant is varied by changing the beam length and width.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 156 Yi Ma et al [2] work on the parameters of the flexible beam. As the length and width of flexible beam directly affect the stiffness of beam and ultimately the displacement of the proof mass. They conducted their work by taking the flexible element as a cantilever beam and optimize design for beam as its length and width is found. They found that the performance of capacitive accelerometer with cantilever beam is highly depending on the length, width and thickness of beam. The beam design optimization has performed, and the optimized design parameters have achieved, including beam length 500um, beam width 600um, and beam thickness 6um. By increasing the length of beam, sensitivity of accelerometer can increased but there are limitations to increase the length up to certain level. Because beyond limit if the length is increased the sensitivity of device become over sensitive and may damage the structure of the accelerometer. Results also show the effect of beam design on the resolution, which is the minimum and maximum acceleration the accelerometer, can sense. Keya Sanyal et al [3] from their paper they have shown the variation of capacitance change and sensitivity with respect to the length and width of the beam. Sensitivity and capacitance change both these term are related to each other. To increase the sensitivity of accelerometer there should be more change in capacitance change for certain acceleration sensed. They analyzed the variation of capacitance change of the device with applied acceleration, and also analyzed the sensitivity of the device. The performance analysis of the device is done using ANSYS Multiphysics software. For simulation purpose a 2D model is prepared using the ANSYS software and the displacement of the proof mass is measured from the deformed structure. Meftah Hrairi et al [4] focused their work on Finite Element Analysis of MEMS accelerometer and they in additionally they also consider the effect of temperature on the device performance. The temperature of accelerometer was varied from 100C to 500C and the displacement was measured to check whether the temperature has any impact on the displacement. From the result, it is found that as the temperature increases the displacement also increases. However, the displacement is very small. Table-1: PHYSICAL AND GEOMETRICAL PARAMETERS[3] 3. WORKING PRINCIPLE OF ACCELEROMETER Capacitive type Micro Electro-Mechanical System accelerometer is equivalent to single degree of freedom spring, mass and damper system. It consists of spring mass which is attached to the spring which is here beam element. And also the damping effect occurs in the gap between moving and stationery finger. Fig 1: Mass-Spring-Damper System [6] According to Newton’s second law force applied on the system when the mass (m) subjected to the acceleration (a) is Fapplied = maapplied .…… ……………….……………...(1) The proof mass is attached to the spring which get extended or compressed depend on the direction of applied acceleration on the mass. Which causing the mass to displace by amount x. Resisting force apply by the spring is : Fspring = kx ..…………………………........................(2) There is also a damping effect (c) in the system which affects the performance of the accelerometer. The damping is due to air damping between stationery and moving fingers, which resist the movement of the proof- mass. The damping force can be defined as : Fdamping = cẋ..…………………………………………..(3) Now according to the second law the relation between is that the sum of all forces acting on proof mass is equal to inertia force on proof mass : Fapplied - Fspring - Fdamping = mẍ.……….…...(4) Finally, the motion of the spring mass damper system as a function of the applied acceleration is given by: mẍ + cẋ + kx = Fapplied = maapplied.. …………… .. .(5) Parameters Value Capacitance gap (d) 2 μm Device Thickness (h) 5.2 μm Mass Width (Wm) 34 μm Mass Length (Lm) 812 μm Beam Width (Wb) 6 μm Beam Length (Lb) 150 μm Finger Length (Lf) 120 μm Young’s modulus of poly-si (E) 1.72*10^11 Pa The Dielectric constant of air (ɛ) 8.854*10-12 F/m The Density of poly-si (ρ) 2330 kg/m3 Gravity Acceleration (g) 9.8 m/s2 Total mass (m) 2.81*10^-10 kg Spring Constant (K) 1.13*102 N/m
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 157 This equation can be used to analyses the system. Where natural frequency of the system is: ωn = √ …………………….……........................(6) The movement of the proof mass gives a change in capacitance between the movable finger attached to the proof mass and the fixed finger attached to the structure. In this method, the acceleration can sense by measuring the changes of capacitance. When acceleration is applied in the X-direction, the proof mass gets displaced and the finger gap spacing of fingers changes. At one side, the capacitance increases while it decreases at the other with same acceleration 3.1. Capacitance calculation The capacitance when the mass is at its mean position and which is same in both sides C0 = ………………………………………......(7) When mass displace and move by the distance x the value of capacitance will be C1(x) = …………………………...……….…….8) and C2(x) = ………………...………………..….(9) The differential capacitance change is ▲C= C2 – C1. …………………..…………..……… .(10) 4. ACCELEROMETER MODEL Magnitude of capacitance measured by single pair of fixed and moving finger is very low. So for further processing the measured capacitance for getting acceleration value, sufficient value of capacitance magnitude should get from fingers. Fig 2: MEMS with one pair of fixed and moving finger To get the higher value of capacitance multiple finger pairs are added in series with finger as shown. But for simplification only one finger pair is considered. Simplified diagram of capacitive accelerometer is shown in figure 2. Similar model is prepared on ANSYS to analyses the behaviour of system. The thickness of finger and mass is varied and the displacement of the finger is observed. As a part of simulation, a 2D model is prepared using ANSYS and the displacement of the finger is observed from the deformed structure. When acceleration is applied, proof mass displaced from its original position. Depending on value of displacement, the capacitances are also changed. The relation between capacitances and displacement has shown in equation 8 and equation 9 of changed capacitance 5. MODAL ANALYSIS Bandwidth of device is the frequency range over which the device can take the readings. Higher the bandwidth of the device means better is the device because one device with large bandwidth can be used for various applications. To find the bandwidth of the device the mode shapes and resonant frequencies are need to be known. The model of accelerometer with single finger attached to mass is prepared in ANSYS software and modal analysis is done to find the mode shapes and resonant frequencies. In modal analysis, 100 numbers of modes have extracted with frequency range 0 to 1000 Hz. and mode shapes have found. The thickness of mass and finger is varied from 3 μm to 6.5 μm. The effect of thickness on the resonant frequency is found. The graphs of thickness verses resonant frequencies are plot. A graph shows that change in thickness of finger does not much affect the resonant frequency of finger. But at resonant frequencies the moving finger is not parallel to the fixed finger and the distance between them is not same along length. Due this change in distance the capacitance between fingers will be changed and the acceleration shown will be different than the actual value Fig 3 : Thickness Vs Resonant frequencies of moving finger.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 158 The mode shapes have found from the software and among them first mode of finger found at node number 21 with frequency 230.802 Hz and second mode found at node number 40 with frequency 792.312 Hz. Difference between two mode shapes is found as 562 Hz which is determined as bandwidth of the accelerometer. Decreasing the thickness value of finger shows same bandwidth so that the size of the device can reduced but due to reduced thickness, area between fingers decreases and reduces the capacitance value Fig 4: Deformed shape of finger at 230.802 Hz Fig 5: Deformed shape of finger at 792.312 Hz As the capacitance value is directly depend upon the area of plates. Therefor decreasing thickness will decrease the area and ultimately the capacitance. Fig 6: Deformed shape of finger at 215.626 Hz If we consider at particular acceleration the finger and mass moved with the distance 1 μm. The difference between actual value of differential capacitance and the capacitance measured by the devices found are found out Table 1: Error in differential capacitance due to deformation in finger Sr. No. Freque ncy (Hz) ▲C (pF) for parallel fingers ▲C (pF) for deform ed fingers Error % 1 230.802 5.0106 13.148 61.89 2 792.312 5.0106 10.95 54.24 As the acceleration measured by the accelerometer is proportional to differential capacitance measured. At those two frequencies 230.802 Hz and 792.312 Hz the device will show the wrong value with error as shown in table 1. 6. CONCLUSION The modal analysis for single finger is done on ANSYS software and the mode shapes are found. The capacitance values for different values of frequencies are calculated. From above observation it is shows that, two modes are obtained at 230 Hz and 792 Hz. At these frequencies finger deform due to which device shows an error in acceleration value. From above range of frequencies the bandwidth of the device is found to be 562 Hz. In this range the accelerometer will give accurate value of acceleration REFERENCES [1]Zakriya Mohammeda,Ghada Dushaqa, Aveek Chatterjeeb, Mahmoud asrasa,“An optimization technique for performance improvement of gap- changeable MEMS accelerometers”, Mechatronics 54, 2018, 203–216
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 159 [2] Yi Ma, Limei Xu, Hui Li, “Optimization Design of a Capacitive Micro accelerometer”, 10, 2010,978-1- 4244-5141 [3] Keya Sanyal, Kalyan Biswas, “Design Optimization of Capacitive MEMS Accelerometer for Improved Sensitivity”, International Journal of Computer Applications, 2017 ,0975 – 8887 [4] Meftah Hrairi, Badrul Hanafi bin Baharom, “Design and Modeling of Silicon MEMS Accelerometer”,11, 2011, 978-1-61284-437-4 [5] Mourad Benmessaoud ,Mekkakia Maaza Nasreddine, “Optimization of MEMS capacitive accelerometer”, Microsyst Technol, 19, 2013,713–720 [6] Khairun Nisa Khamil, Kok Swee Leong, Norizan Bin Mohamad, Norhayati Soin, “Analysis of MEMS Accelerometer for Optimized Sensitivity”, International Journal of Engineering and Technology (IJET), Vol 6 No 6, 2015 [7] Michal Szermer, Jacek Nazdrowicz,Wojciech Zabierowski, “FEM Analysis of a 3D Model of a Capacitive Surfacemicromachined Accelerometer”, CADSM 2017 [8] Abdul Qader Ahsan Qureshi, Soheil Azimi,Albert Leung, Behraad Bahreyni, “Development of a micro-machined accelerometer for particle acceleration detection” ,Sensors and Actuators. A 280, 2018, 359–367 [9] Shudong Wanga, Xueyong Weia,Yulong Zhaoa, Zhuangde Jianga, Yajing Shen, “A MEMS resonant accelerometer for low-frequency vibration detection” ,Sensors and Actuators, A 283 ,2018, 151–158 [10] Samuel Jiménez , Matthew O.T.Cole, Patrick S.K eogh , “Vibration sensing in smart machine rotors using internal MEMS accelerometers” , Journal of Soundand Vibration,377, 2016, 58–75