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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1693
Sensitivity of the MEMS based Piezoresistive Wind Speed Sensor with
Comparative Study of Different Shapes of Paddles
Amandeeep Kaur Dhonkal1, Vimal Agarwal2, Kanchan Sengar3
1Scholar, Dept. of ECE, JECRC University, Jaipur, Rajasthan, India
2Associate Professor, Dean Academics, Apex Institute of Technology, Jaipur, Rajasthan, India
3Assistant Professor, Dept. of ECE, JECRC University, Jaipur, Rajasthan, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - MEMS (Micro-Electro-mechanical System)
technology is one of the prominent technologies which has
many advantages such as high accuracy, low cost and small
size. Conventional rectangular beam cantilever are based on
detection of the surface stress of the beam, generated due to
the speed of the wind. Stress induced in the microcantilever
beam is affected by the area of the cantilever. In this paper we
have designed a piezoresistive microcantilever based wind
speed sensor. The finite element method (FEM) is used to
investigate the shape distortion and stress dissemination. The
software Comsol multiphysics 4.4 is used to examine the
linking characteristics between the material and the fluid. A
comparative study for different shapes of paddle such as
hexagonal, rectangular and triangular has been performed.
The effect of different shapes on the stress induced has been
compared, keeping the area of the shapes constant. The
simulation results show that the triangular shaped paddle
results in higher sensitivity of the sensor. The sensitivity of the
respective wind speed sensor comes out to be 0.20402825
mV/ms-1.
Key Words: MEMS, FEM, Microcantilever, Paddles,
Differential pressure.
1. INTRODUCTION
Microcantilever is a component which is widely used in
micro system devices and provides a good platform for
various sensitive sensors. A cantilever is a device which is
fixed on one end and movable on the other [1, 2]. Load is
applied at the free end of the cantilever that results stress at
the surface of the cantilever. A micro cantilever detects the
change occurred in stress when the cantilever bends or
change in the frequency due to vibration, hence widely used
as physical, chemical or biological sensor. Micro cantilevers
have become so popular from pastfewyearsbecauseoftheir
selectivity, high sensitivity and flexibility of on-chip circuits
and ease of fabrication. It provides a wide rangeinindustrial
applications due to convenience to regulate and readily
adjustable into unified electromechanical system. Micro
cantilever sensors can be used in any medium such as air,
vacuum or liquid.
This paper provides details about the finite element method
(FEM) to acquire the accurate performance of
microcantilever sensor withdifferentshapesofpaddlessuch
as hexagon, rectangle and triangle. Finite element method
(FEM) is used for simulations and analytical calculations for
various shapes and geometries of the cantilever paddles [3,
4]. Different shapes of paddle of the cantilever beam using
structural mechanics module of Comsol multiphysics4.4 has
been designed and simulated. The result of stress induced
due to the different shapes are compared to obtain the
sensitivity of the sensor
2. DESIGN AND OPERATING PRINCIPLE
2.1 Basic Structure
Static and dynamic characteristics are firstly considered
for designing a micro-sensor. The structure of the
microcantilever should have enough strength and shouldbe
suitable for external connections and easy to install.
Fig -1: Structure of the sensor
As shown in Fig -1, the sensor consists ofpedestal,cantilever
and triangular shaped paddle. Pedestal, cantilever and
triangular shaped paddle have the same thickness. By
placing the paddle at the free end of the cantilever, the
sensitivity can be enhanced. Poly-Si is used as a material for
the structure of the sensor. Then,a piezoresistivelayerof the
P type Si has been placed over the Poly-Si layer. One out of
four piezoresistor is incorporated on the cantilever and a
Wheatstone bridge is formed, as shown in the Fig -2.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1694
Fig -2: Placement of piezoresistors
When the fluid flows through the sensor, differential
pressure occurs between top and bottom surface of the
cantilever, the cantilever produces deformation and
resistance of the piezoresistorchangesthereby, breakingthe
balance of the Wheatstone bridge [3]. Then this change in
resistance can be detected in the form of voltage at the
output terminal of the bridge.
2.2 Principle
In this design, the sensor consists ofpiezoresistivesensing
layers and the supporting layer. When the fluid flows
through the sensor, differential pressure ΔP occursbetween
top and bottom surface of the cantilever that can be written
as follows [5]
(1)
Where ρ is the fluid density, V is the flow velocity and Cd is
the drag coefficient, which is related to the Reynolds
number. The Reynolds number is given by
(2)
Where V is the flow velocity, L is length of flow and k is
kinematic viscosity of fluid respectively. According to the
differential pressure ΔP, the force ΔF on top surface of the
cantilever can be calculated as follows
(3)
Where A is area of the cantilever. When the force caused by
the wind speed acts on the cantilever, it causes a
displacement D which is given by modified Stoney’s formula
(4)
Where σ is stress gradient generated, v and E are Poisson’s
ratio and Young’s modulus of the material ofthecantilever. L
and t are the length and thickness of the cantilever
respectively. The sensitivity of the sensor can be optimized
by the stress analysis.
3. MEMS SENSOR MODEL
In this study, a MEMS based wind speed sensor is designed
using the software Comsol multiphysics 4.4. A comparative
study is done among three different shapes of the paddle
placed at the free and of the cantilever.
Three shapes of paddle selected for the comparative study
are hexagon, rectangle and triangle. Cantilever beams are
made of two layers, top layer is sensing layer andthe bottom
layer is the supporting layer. Poly-Si is used for the
supporting layer and sensing layer is made of P-type Si with
dopant density of 1.32×1019(1/cm3). Dimensions of the
cantilever, piezoresistor and paddles are shown intheTable
-1 and Table -2 given below:
Table -1: Dimensions of the cantilever and piezoresistor
Length Width Thickness
Cantilever 1000µm 200µm 20µm
Piezoresistor 110µm 70µm 400nm
Table -2: Dimensions of the paddles
Shape of paddle Dimensions Thickness
Hexagon Side=277.5µm 20µm
Rectangle L=500µm, B=400µm 20µm
Triangle Side=680µm 20µm
The Fluid structure interaction (FSI) module of Comsol
multiphysics 4.4 is used for the interaction of the solid and
the fluid.
4. RESULTS AND DISCUSSION
The result shows the stress induced due to variousshapesof
the paddles. It can be seen from the Fig -3 that in case of
Poly-Si, triangular shaped paddle gives the maximum stress
but by changing the material, the results can be altered. In
Table -3, the stress of different geometries has been
compared at a same pressure of 200 Pa, based on the
simulated geometries in the Comsol Multiphysics 4.4. For
comparison of the effect of the shapes on the generated
stress the area of all the shapes has been kept constant i.e.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1695
≈2×105µm2. From the following comparisons, we can lead
towards the best suited geometry for the wind speed sensor
which gives us the optimum sensitivity as discussed in the
later section.
(a)
(b)
(c)
Fig -3: Stress in cantilever due to: (a) Hexagonal paddle (b)
Rectangular paddle (c) Triangular paddle
Table -3: Stress and displacement analysis
Shapes Stress(N/m2) Displacement
(µm)
Hexagonal paddle 5.13×106 1.92
Rectangular
paddle
5.16×106 1.71
Triangular paddle 5.17×106 2.02
From the results we can see that cantilever with triangular
paddle gives maximum stress as well as displacement. Now
we apply sensing layer of piezoresistive material P-type Si
and Fluid structure interaction (FSI) module of Comsol
multiphysics 4.4 to analyze the interaction betweenthesolid
and the fluid. As the wind passes through the surface of the
cantilever, the wind exerts pressure on the cantilever which
results in stress and displacement induced on the surface of
cantilever as shown in the Fig -4.
(a)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1696
(b)
Fig -4: (a) von Mises stress generated at wind speed 40m/s
(b) Total displacement at wind speed 40m/s
The wind speed ranges from 20m/s to 40m/s. Fig -5
represents the variation in the sensor stress as the wind
passed over the cantilever surface at different wind speed. It
is shown that the value of induced stress increases as we
increase the wind speed. The value of stress and
displacement at different wind speed is shown in Table -
4.The stress is converted into change in electrical resistance
by the piezoresistor. This change in electrical resistance is
converted into voltage change using Wheatstone bridge
circuit.
Fig -5: Graphical representation of von Mises stress at
different wind speed (m/s)
Table -4: Stress and Displacement analysis at different
values of wind speed
Wind Speed
(m/s)
Stress
(N/m2 )
Displacement
(µm)
20 1.34×107 3.2
25 2.08×107 4.95
30 2.99×107 7.1
35 4.06×107 9.65
40 5.3×107 12.6
Fig -6: Output (voltage) of the sensoratdifferentwindspeed
(m/s)
Table -5: Device output and variation in resistance at
different wind speed
Wind Speed
(m/s)
Device Output (mV) Change in Resistance
(Ω)
20 -1.82997 3.246043429
25 -3.01815 5.317753757
30 -4.46823 7.848354482
35 -6.18239 10.84298291
40 -8.16113 14.30384904
Fig -6 presents the output voltage signal of the sensor at
different wind speed. The measured values of the sensor at
different wind speed 20, 25, 30, 35 and 40 m/s are shown in
Table -5. It is inferred that there is increase in the resistance
variation as the wind speed increases. The proposed wind
speed sensor exhibits a sensitivity of 0.20402825 mV/ms-1.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1697
In addition to its high sensitivity the model also has a wide
wind speed range.
5. CONCLUSION
The microcantilever based wind speed sensor has been
designed. A comparative study is done among the three
different shapes of the paddles, placed at the free end of the
cantilever and Fluid structure interaction (FSI) is used for
the interaction between the solid and the fluid to determine
the sensitivity of the sensor. It isobservedthatthe triangular
shaped paddle produces maximum stress i.e. 5.17×106. The
wind speed varies between 20 m/s to 40 m/s. In the sensing
operation, the wind speed is observed by measuring the
change in resistance of the piezoresistive layer deposited on
the cantilever beam’ssurface asthecantilever beamdeforms
under the effect of the passing wind speed. The observed
maximum sensitivity is 0.20402825 mV/ms-1.
REFERENCES
[1] V. Mounika Reddy and G.V.Sunil Kumar, “Design and
analysis of microcantilevers with various shapes using
COMSOL multiphysics software”, International Journal
of Emerging Technology and AdvancedEngineering,vol.
3, Issue 3, March. 2013.
[2] Yu-HsiangWang, Tzu-HanHsueh, Rong-Hua Ma, Chia-
YenLee , Lung-MingFu, Po-ChengChou and Chien-
HsiungTsai, “A microcantilever-based gas flow sensor
for flow rate and direction detection”, ISBN: 978-2-
35500-006-5, pp. 142-145, DTIP of MEMS & MOEMS,
2008
[3] Pei Chen, Yulong Zhao and Yiyao Li, “Design, simulation
and fabrication of a micromachined cantilever-based
flow sensor”, pp. 681-684, IEEE, NEMS 2013.
[4] Ashish and T. Shanmuganantham, “A micromachined
cantilever based flow rate and flow direction sensing
scheme”, International Conference on Communication
and Signal Processing, pp. 434-437, IEEE, 2014.
[5] Uday Jyoti Gogoi and Dr. T.
Shanmuganantham,“Sensitivity enhancement of MEMS
fluid flow rate and flow direction sensor”, 2014
International Conferenceon SmartStructures&Systems
(ICSSS-2014), pp. 123-126, IEEE, 2014.

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Sensitivity of the MEMS based Piezoresistive Wind Speed Sensor with Comparative Study of Different Shapes of Paddles

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1693 Sensitivity of the MEMS based Piezoresistive Wind Speed Sensor with Comparative Study of Different Shapes of Paddles Amandeeep Kaur Dhonkal1, Vimal Agarwal2, Kanchan Sengar3 1Scholar, Dept. of ECE, JECRC University, Jaipur, Rajasthan, India 2Associate Professor, Dean Academics, Apex Institute of Technology, Jaipur, Rajasthan, India 3Assistant Professor, Dept. of ECE, JECRC University, Jaipur, Rajasthan, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - MEMS (Micro-Electro-mechanical System) technology is one of the prominent technologies which has many advantages such as high accuracy, low cost and small size. Conventional rectangular beam cantilever are based on detection of the surface stress of the beam, generated due to the speed of the wind. Stress induced in the microcantilever beam is affected by the area of the cantilever. In this paper we have designed a piezoresistive microcantilever based wind speed sensor. The finite element method (FEM) is used to investigate the shape distortion and stress dissemination. The software Comsol multiphysics 4.4 is used to examine the linking characteristics between the material and the fluid. A comparative study for different shapes of paddle such as hexagonal, rectangular and triangular has been performed. The effect of different shapes on the stress induced has been compared, keeping the area of the shapes constant. The simulation results show that the triangular shaped paddle results in higher sensitivity of the sensor. The sensitivity of the respective wind speed sensor comes out to be 0.20402825 mV/ms-1. Key Words: MEMS, FEM, Microcantilever, Paddles, Differential pressure. 1. INTRODUCTION Microcantilever is a component which is widely used in micro system devices and provides a good platform for various sensitive sensors. A cantilever is a device which is fixed on one end and movable on the other [1, 2]. Load is applied at the free end of the cantilever that results stress at the surface of the cantilever. A micro cantilever detects the change occurred in stress when the cantilever bends or change in the frequency due to vibration, hence widely used as physical, chemical or biological sensor. Micro cantilevers have become so popular from pastfewyearsbecauseoftheir selectivity, high sensitivity and flexibility of on-chip circuits and ease of fabrication. It provides a wide rangeinindustrial applications due to convenience to regulate and readily adjustable into unified electromechanical system. Micro cantilever sensors can be used in any medium such as air, vacuum or liquid. This paper provides details about the finite element method (FEM) to acquire the accurate performance of microcantilever sensor withdifferentshapesofpaddlessuch as hexagon, rectangle and triangle. Finite element method (FEM) is used for simulations and analytical calculations for various shapes and geometries of the cantilever paddles [3, 4]. Different shapes of paddle of the cantilever beam using structural mechanics module of Comsol multiphysics4.4 has been designed and simulated. The result of stress induced due to the different shapes are compared to obtain the sensitivity of the sensor 2. DESIGN AND OPERATING PRINCIPLE 2.1 Basic Structure Static and dynamic characteristics are firstly considered for designing a micro-sensor. The structure of the microcantilever should have enough strength and shouldbe suitable for external connections and easy to install. Fig -1: Structure of the sensor As shown in Fig -1, the sensor consists ofpedestal,cantilever and triangular shaped paddle. Pedestal, cantilever and triangular shaped paddle have the same thickness. By placing the paddle at the free end of the cantilever, the sensitivity can be enhanced. Poly-Si is used as a material for the structure of the sensor. Then,a piezoresistivelayerof the P type Si has been placed over the Poly-Si layer. One out of four piezoresistor is incorporated on the cantilever and a Wheatstone bridge is formed, as shown in the Fig -2.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1694 Fig -2: Placement of piezoresistors When the fluid flows through the sensor, differential pressure occurs between top and bottom surface of the cantilever, the cantilever produces deformation and resistance of the piezoresistorchangesthereby, breakingthe balance of the Wheatstone bridge [3]. Then this change in resistance can be detected in the form of voltage at the output terminal of the bridge. 2.2 Principle In this design, the sensor consists ofpiezoresistivesensing layers and the supporting layer. When the fluid flows through the sensor, differential pressure ΔP occursbetween top and bottom surface of the cantilever that can be written as follows [5] (1) Where ρ is the fluid density, V is the flow velocity and Cd is the drag coefficient, which is related to the Reynolds number. The Reynolds number is given by (2) Where V is the flow velocity, L is length of flow and k is kinematic viscosity of fluid respectively. According to the differential pressure ΔP, the force ΔF on top surface of the cantilever can be calculated as follows (3) Where A is area of the cantilever. When the force caused by the wind speed acts on the cantilever, it causes a displacement D which is given by modified Stoney’s formula (4) Where σ is stress gradient generated, v and E are Poisson’s ratio and Young’s modulus of the material ofthecantilever. L and t are the length and thickness of the cantilever respectively. The sensitivity of the sensor can be optimized by the stress analysis. 3. MEMS SENSOR MODEL In this study, a MEMS based wind speed sensor is designed using the software Comsol multiphysics 4.4. A comparative study is done among three different shapes of the paddle placed at the free and of the cantilever. Three shapes of paddle selected for the comparative study are hexagon, rectangle and triangle. Cantilever beams are made of two layers, top layer is sensing layer andthe bottom layer is the supporting layer. Poly-Si is used for the supporting layer and sensing layer is made of P-type Si with dopant density of 1.32×1019(1/cm3). Dimensions of the cantilever, piezoresistor and paddles are shown intheTable -1 and Table -2 given below: Table -1: Dimensions of the cantilever and piezoresistor Length Width Thickness Cantilever 1000µm 200µm 20µm Piezoresistor 110µm 70µm 400nm Table -2: Dimensions of the paddles Shape of paddle Dimensions Thickness Hexagon Side=277.5µm 20µm Rectangle L=500µm, B=400µm 20µm Triangle Side=680µm 20µm The Fluid structure interaction (FSI) module of Comsol multiphysics 4.4 is used for the interaction of the solid and the fluid. 4. RESULTS AND DISCUSSION The result shows the stress induced due to variousshapesof the paddles. It can be seen from the Fig -3 that in case of Poly-Si, triangular shaped paddle gives the maximum stress but by changing the material, the results can be altered. In Table -3, the stress of different geometries has been compared at a same pressure of 200 Pa, based on the simulated geometries in the Comsol Multiphysics 4.4. For comparison of the effect of the shapes on the generated stress the area of all the shapes has been kept constant i.e.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1695 ≈2×105µm2. From the following comparisons, we can lead towards the best suited geometry for the wind speed sensor which gives us the optimum sensitivity as discussed in the later section. (a) (b) (c) Fig -3: Stress in cantilever due to: (a) Hexagonal paddle (b) Rectangular paddle (c) Triangular paddle Table -3: Stress and displacement analysis Shapes Stress(N/m2) Displacement (µm) Hexagonal paddle 5.13×106 1.92 Rectangular paddle 5.16×106 1.71 Triangular paddle 5.17×106 2.02 From the results we can see that cantilever with triangular paddle gives maximum stress as well as displacement. Now we apply sensing layer of piezoresistive material P-type Si and Fluid structure interaction (FSI) module of Comsol multiphysics 4.4 to analyze the interaction betweenthesolid and the fluid. As the wind passes through the surface of the cantilever, the wind exerts pressure on the cantilever which results in stress and displacement induced on the surface of cantilever as shown in the Fig -4. (a)
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1696 (b) Fig -4: (a) von Mises stress generated at wind speed 40m/s (b) Total displacement at wind speed 40m/s The wind speed ranges from 20m/s to 40m/s. Fig -5 represents the variation in the sensor stress as the wind passed over the cantilever surface at different wind speed. It is shown that the value of induced stress increases as we increase the wind speed. The value of stress and displacement at different wind speed is shown in Table - 4.The stress is converted into change in electrical resistance by the piezoresistor. This change in electrical resistance is converted into voltage change using Wheatstone bridge circuit. Fig -5: Graphical representation of von Mises stress at different wind speed (m/s) Table -4: Stress and Displacement analysis at different values of wind speed Wind Speed (m/s) Stress (N/m2 ) Displacement (µm) 20 1.34×107 3.2 25 2.08×107 4.95 30 2.99×107 7.1 35 4.06×107 9.65 40 5.3×107 12.6 Fig -6: Output (voltage) of the sensoratdifferentwindspeed (m/s) Table -5: Device output and variation in resistance at different wind speed Wind Speed (m/s) Device Output (mV) Change in Resistance (Ω) 20 -1.82997 3.246043429 25 -3.01815 5.317753757 30 -4.46823 7.848354482 35 -6.18239 10.84298291 40 -8.16113 14.30384904 Fig -6 presents the output voltage signal of the sensor at different wind speed. The measured values of the sensor at different wind speed 20, 25, 30, 35 and 40 m/s are shown in Table -5. It is inferred that there is increase in the resistance variation as the wind speed increases. The proposed wind speed sensor exhibits a sensitivity of 0.20402825 mV/ms-1.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 02 | Feb -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1697 In addition to its high sensitivity the model also has a wide wind speed range. 5. CONCLUSION The microcantilever based wind speed sensor has been designed. A comparative study is done among the three different shapes of the paddles, placed at the free end of the cantilever and Fluid structure interaction (FSI) is used for the interaction between the solid and the fluid to determine the sensitivity of the sensor. It isobservedthatthe triangular shaped paddle produces maximum stress i.e. 5.17×106. The wind speed varies between 20 m/s to 40 m/s. In the sensing operation, the wind speed is observed by measuring the change in resistance of the piezoresistive layer deposited on the cantilever beam’ssurface asthecantilever beamdeforms under the effect of the passing wind speed. The observed maximum sensitivity is 0.20402825 mV/ms-1. REFERENCES [1] V. Mounika Reddy and G.V.Sunil Kumar, “Design and analysis of microcantilevers with various shapes using COMSOL multiphysics software”, International Journal of Emerging Technology and AdvancedEngineering,vol. 3, Issue 3, March. 2013. [2] Yu-HsiangWang, Tzu-HanHsueh, Rong-Hua Ma, Chia- YenLee , Lung-MingFu, Po-ChengChou and Chien- HsiungTsai, “A microcantilever-based gas flow sensor for flow rate and direction detection”, ISBN: 978-2- 35500-006-5, pp. 142-145, DTIP of MEMS & MOEMS, 2008 [3] Pei Chen, Yulong Zhao and Yiyao Li, “Design, simulation and fabrication of a micromachined cantilever-based flow sensor”, pp. 681-684, IEEE, NEMS 2013. [4] Ashish and T. Shanmuganantham, “A micromachined cantilever based flow rate and flow direction sensing scheme”, International Conference on Communication and Signal Processing, pp. 434-437, IEEE, 2014. [5] Uday Jyoti Gogoi and Dr. T. Shanmuganantham,“Sensitivity enhancement of MEMS fluid flow rate and flow direction sensor”, 2014 International Conferenceon SmartStructures&Systems (ICSSS-2014), pp. 123-126, IEEE, 2014.