SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
2 : ELEMEN DAN KARAKTERISTIK SENSOR
Dr. Yeffry Handoko Putra, S.T, M.T
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KARAKTERISTIK SENSORISI KULIAH
Elemen Sensor
Karakteristik Dasar
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KARAKTERISTIK SENSORELEMEN SENSOR
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KARAKTERISTIK SENSORElemen Sensor
Domain elemen sensor
material
energi
Material
Silicon
Plastik
Metal
Keramik
Glass
Biological
substance
Energi
Elektrik
Magnetik
Termal
Akustik
Optik
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Stimulus
Stimulus
Stimulus
Stimulus
Mekanik Radiasi Kimia Magnetik Magnetik Termal ElektrikSensor
Sensor
output
signal
measurand
Sensor
Sensor
output
signal
measurand
power
supply
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KARAKTERISTIK SENSORTransduction effect
Transduction effect
SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
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K A R A K T E R IS T IK S E N S O RT
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SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
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K A R A K T E R IS T IK S E N S O RS
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Sensing constraints
Sensing constraints
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KARAKTERISTIK SENSORRadiant Sensors
Radiant Sensors
Electromagnetic Spectrum
Radiant Sensors
Radiant Sensors
Electromagnetic Spectrum
Visible Spectrum
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KARAKTERISTIK SENSORRadiant Sensors
Radiant Sensors
Electromagnetic Spectrum
Light Sensors
Light Sensors
β’ Photodiodes
β’ Phototransistor
β’ Photoresistors
β’ Cooled Detectors
β’ Thermal Detectors
β’ Golay Cells
β’ Thermopile Sensors
β’ Pyroelectric Sensors
β’ Bolometers
β’ Active Far-Infrared Sensors
β’ Gas Flame Detectors
Light Sensors
Light Sensors
β’ Photodiodes
β’ Phototransistor
β’ Photoresistors
β’ Cooled Detectors
β’ Thermal Detectors
β’ Golay Cells
β’ Thermopile Sensors
β’ Pyroelectric Sensors
β’ Bolometers
β’ Active Far-Infrared Sensors
β’ Gas Flame Detectors
Radiation Sensors
Radiation Sensors
β’ Scintillating Detectors
β’ Ionization Detectors
β’ Ionization Chambers
β’ Proportional Chambers
β’ GeigerβMΓΌller Counters
β’ Semiconductor Detectors
Radiation Sensors
Radiation Sensors
β’ Scintillating Detectors
β’ Ionization Detectors
β’ Ionization Chambers
β’ Proportional Chambers
β’ GeigerβMΓΌller Counters
β’ Semiconductor Detectors
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KARAKTERISTIK SENSORMechanical Sensors
Mechanical Sensors
Occupancy and Motion Detectors
Occupancy and Motion Detectors
β’ Ultrasonic Sensorsβ’ Microwave Motion Detectors β’ Capacitive Occupancy Detectors β’ Triboelectric Detectors β’ Optoelectronic Motion Detectors
β’ Visible and Near-Infrared Light Motion Detectors & Far-IR Motion Detectors
Occupancy and Motion Detectors
Occupancy and Motion Detectors
β’ Ultrasonic Sensorsβ’ Microwave Motion Detectors β’ Capacitive Occupancy Detectors β’ Triboelectric Detectors β’ Optoelectronic Motion Detectors
β’ Visible and Near-Infrared Light Motion Detectors & Far-IR Motion Detectors
Position, Displacement, and Level
Position, Displacement, and Level
β’ Potentiometric Sensorsβ’ Gravitational Sensors β’ Capacitive Sensors
β’ Inductive and Magnetic Sensors β’ LVDT and RVDT
β’ Eddy Current Sensors & Transverse Inductive Sensor β’ Hall Effect Sensors & Magnetoresistive Sensors β’ Optical Sensors
β’ Optical Bridge & Proximity Detector with Polarized Light β’ Fiber-Optic Sensors & FabryβPerot Sensors
β’ Grating Sensors & Linear Optical Sensors (PSD) β’ Ultrasonic Sensors
β’ Radar Sensors : Micropower Impulse Radar & Ground-Penetrating Radar β’ Thickness and Level Sensors : Ablation & Thin-Film & Liquid-Level Sensors
Position, Displacement, and Level
Position, Displacement, and Level
β’ Potentiometric Sensorsβ’ Gravitational Sensors β’ Capacitive Sensors
β’ Inductive and Magnetic Sensors β’ LVDT and RVDT
β’ Eddy Current Sensors & Transverse Inductive Sensor β’ Hall Effect Sensors & Magnetoresistive Sensors β’ Optical Sensors
β’ Optical Bridge & Proximity Detector with Polarized Light β’ Fiber-Optic Sensors & FabryβPerot Sensors
β’ Grating Sensors & Linear Optical Sensors (PSD) β’ Ultrasonic Sensors
β’ Radar Sensors : Micropower Impulse Radar & Ground-Penetrating Radar β’ Thickness and Level Sensors : Ablation & Thin-Film & Liquid-Level Sensors
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Mechanical Sensors
Mechanical Sensors
Velocity and Acceleration
Velocity and Acceleration
β’ Capacitive Accelerometers
β’ Piezoresistive Accelerometers
β’ Piezoelectric Accelerometers
β’ Thermal Accelerometers
β’ Heated-Plate Accelerometer
β’ Heated-Gas Accelerometer
β’ Gyroscopes
β’ Rotor Gyroscope
β’ Monolithic Silicon Gyroscopes
β’ Optical Gyroscopes
Velocity and Acceleration
Velocity and Acceleration
β’ Capacitive Accelerometers
β’ Piezoresistive Accelerometers
β’ Piezoelectric Accelerometers
β’ Thermal Accelerometers
β’ Heated-Plate Accelerometer
β’ Heated-Gas Accelerometer
β’ Gyroscopes
β’ Rotor Gyroscope
β’ Monolithic Silicon Gyroscopes
β’ Optical Gyroscopes
Force, Strain, and Tactile Sensors
Force, Strain, and Tactile Sensors
β’ Strain Gauges
β’ Tactile Sensors .
β’ Piezoelectric Force Sensors
Force, Strain, and Tactile Sensors
Force, Strain, and Tactile Sensors
β’ Strain Gauges
β’ Tactile Sensors .
β’ Piezoelectric Force Sensors
Pressure Sensors
Pressure Sensors
β’ Mercury Pressure Sensor
β’ Piezoresistive Sensors
β’ Capacitive Sensors .
β’ VRP Sensors
β’ Optoelectronic Sensors
β’ Vacuum Sensors
β’ Pirani Gauge
β’ Ionization Gauges
β’ Gas Drag Gauge
Pressure Sensors
Pressure Sensors
β’ Mercury Pressure Sensor
β’ Piezoresistive Sensors
β’ Capacitive Sensors .
β’ VRP Sensors
β’ Optoelectronic Sensors
β’ Vacuum Sensors
β’ Pirani Gauge
β’ Ionization Gauges
β’ Gas Drag Gauge
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KARAKTERISTIK SENSORMechanical Sensors
Mechanical Sensors
Flow Sensors
Flow Sensors
β’ Thermal Transport Sensors
β’ Ultrasonic Sensors
β’ Electromagnetic Sensors
β’ Microflow Sensors
β’ Breeze Sensor
β’ Coriolis Mass Flow Sensors
β’ Drag Force Flow Sensors
Flow Sensors
Flow Sensors
β’ Thermal Transport Sensors
β’ Ultrasonic Sensors
β’ Electromagnetic Sensors
β’ Microflow Sensors
β’ Breeze Sensor
β’ Coriolis Mass Flow Sensors
β’ Drag Force Flow Sensors
Acoustic Sensors
Acoustic Sensors
β’ Resistive Microphones
β’ Condenser Microphones
β’ Fiber-Optic Microphone
β’ Piezoelectric Microphones
β’ Electret Microphones
β’ Solid-State Acoustic Detectors
Acoustic Sensors
Acoustic Sensors
β’ Resistive Microphones
β’ Condenser Microphones
β’ Fiber-Optic Microphone
β’ Piezoelectric Microphones
β’ Electret Microphones
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KARAKTERISTIK SENSORTemperature Sensors
Temperature Sensors
β’ Thermoresistive Sensors
β’ Resistance Temperature
β’ Silicon Resistive Sensors
β’ Thermistors
β’ NTC Thermistors
β’ Self-Heating Effect in NTC Thermistors
β’ PTC Thermistors
β’ Thermoelectric Contact Sensors
β’ Semiconductor P-N Junction Sensors
β’ Optical Temperature Sensors
β’ Fluoroptic Sensors
β’ Interferometric Sensors
β’ Thermochromic Solution Sensor
β’ Acoustic Temperature Sensor
β’ Piezoelectric Temperature Sensors
β’ Thermoresistive Sensors
β’ Resistance Temperature
β’ Silicon Resistive Sensors
β’ Thermistors
β’ NTC Thermistors
β’ Self-Heating Effect in NTC Thermistors
β’ PTC Thermistors
β’ Thermoelectric Contact Sensors
β’ Semiconductor P-N Junction Sensors
β’ Optical Temperature Sensors
β’ Fluoroptic Sensors
β’ Interferometric Sensors
β’ Thermochromic Solution Sensor
β’ Acoustic Temperature Sensor
β’ Piezoelectric Temperature Sensors
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KARAKTERISTIK SENSORMagnetic Sensors
Magnetic Sensors
Direct Sensors
β’ Metal-Oxide Chemical Sensors β’ ChemFET
β’ Electrochemical Sensors β’ Potentiometric Sensors β’ Conductometric Sensors β’ Amperometric Sensors β’ Enhanced Catalytic Gas Sensors β’ Elastomer Chemiresistors
Direct Sensors
β’ Metal-Oxide Chemical Sensors β’ ChemFET
β’ Electrochemical Sensors β’ Potentiometric Sensors β’ Conductometric Sensors β’ Amperometric Sensors β’ Enhanced Catalytic Gas Sensors β’ Elastomer Chemiresistors
Complex Sensors
β’ Thermal Sensors β’ Pellister Catalytic Sensors β’ Optical Chemical Sensors β’ Mass Detector
β’ Biochemical Sensors β’ Enzyme Sensors
Complex Sensors
β’ Thermal Sensors β’ Pellister Catalytic Sensors β’ Optical Chemical Sensors β’ Mass Detector
β’ Biochemical Sensors β’ Enzyme Sensors
Humidity and Moisture Sensors
β’ Capacitive Sensors
β’ Electrical Conductivity Sensors β’ Thermal Conductivity Sensor β’ Optical Hygrometer
β’ Oscillating Hygrometer
Humidity and Moisture Sensors
β’ Capacitive Sensors
β’ Electrical Conductivity Sensors β’ Thermal Conductivity Sensor β’ Optical Hygrometer
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Chemical Sensors
Chemical Sensors
Direct Sensors
β’ Metal-Oxide Chemical Sensors β’ ChemFET
β’ Electrochemical Sensors β’ Potentiometric Sensors β’ Conductometric Sensors β’ Amperometric Sensors β’ Enhanced Catalytic Gas Sensors β’ Elastomer Chemiresistors
Direct Sensors
β’ Metal-Oxide Chemical Sensors β’ ChemFET
β’ Electrochemical Sensors β’ Potentiometric Sensors β’ Conductometric Sensors β’ Amperometric Sensors β’ Enhanced Catalytic Gas Sensors β’ Elastomer Chemiresistors
Complex Sensors
β’ Thermal Sensors β’ Pellister Catalytic Sensors β’ Optical Chemical Sensors β’ Mass Detector
β’ Biochemical Sensors β’ Enzyme Sensors
Complex Sensors
β’ Thermal Sensors β’ Pellister Catalytic Sensors β’ Optical Chemical Sensors β’ Mass Detector
β’ Biochemical Sensors β’ Enzyme Sensors
Humidity and Moisture Sensors
β’ Capacitive Sensors
β’ Electrical Conductivity Sensors β’ Thermal Conductivity Sensor β’ Optical Hygrometer
β’ Oscillating Hygrometer
Humidity and Moisture Sensors
β’ Capacitive Sensors
β’ Electrical Conductivity Sensors β’ Thermal Conductivity Sensor β’ Optical Hygrometer β’ Oscillating Hygrometer
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KARAKTERISTIK SENSORKARAKTERISTIK
SENSOR
Karakteristik STATIK
Karakteristik DINAMIK
SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
SISTEM PENGUKURAN
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SISTEM PENGUKURAN
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K A R A K T E R IS T IK S E N S O RC
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K A R A K T E R IS T IK S E N S O RA
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K A R A K T E R IS T IK S E N S O RP
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K A R A K T E R IS T IK S E N S O RA
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Rentang Input & Output
RANGE
Input Range
Rentang nilai antara input minimum dan input maksimum
Misal : Input range suatu transduser tekanan 0 s/d 10
4Pa
Output Range
Rentang nilai antara output minimum dan output maksimum
Misal : Output range suatu transmitter 4 s/d 20 mA
Input range : 0 s/d 10
4Pa
Output range : 4 s/d 20 mA
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KARAKTERISTIK SENSORSpan
SPAN
Variasi maksimum input atau output suatu sistem
pengukuran
Input Span = Input
maxβ Input
minOutput Span = Output
max
β Output
min
Contoh
Suatu Pressure Transmitter memiliki span sebagai berikut
Input Span = 10
4Pa
Output Span = 16 mA
Input span : 10
4Pa
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KARAKTERISTIK SENSORLinieritas
LINIERITAS
Suatu sistem dikatakan linier jika hubungan input dan
output merupakan suatu garis lurus
Nilai output suatu sistem linier dinyatakan sbb
a
Input
K
Output
ideal
=
Γ
+
MIN MAX MIN MAXLurus
Garis
Kemiringan
Input
Input
Output
Output
K
β
β
=
=
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KARAKTERISTIK SENSORNon-linieritas
NON-LINIERITAS
Suatu sistem dikatakan non-linier jika hubungan input dan
output bukan merupakan suatu garis lurus
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E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
85
85
Persamaan Output
Secara umum,
Output
suatu sistem merupakan fungsi
Input
dengan bentuk persamaan polinomial berikut
( )
β
= ==
+
+
+
+
=
m k k k i m mIn
a
In
a
In
a
In
a
a
In
Out
0 2 2 1 0...
Contoh
Tegangan keluaran suatu termokopel
copper-constantan
(type T),
diekspresikan dengan persamaan polinom berikut,
( )
38
.
74
3
.
319
10
2 22
.
071
10
4 3...
(
4)
T
f
T
T
T
T
E
=
+
β
β+
β
β+
+
T
E
linear=
52
.
17
( )
13
.
43
3
.
319
10
2 22
.
071
10
4 3...
(
4)
T
f
T
T
T
T
error
=
β
+
β
β+
β
β+
+
Untuk rentang 0 s/d 400
oC, tegangan keluaran E(T=0) = 0 Β΅V &
E
(T=400
oC) = 20869 Β΅V . Persamaan linier untuk rentang tsb,
Kesalahan linierisasi adalah,
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
KARAKTERISTIK SENSORSensitivitas
SENSITIVITAS
Perbandingan perubahan keluaran sistem terhadap
perubahan masukan sistem
(
)
( )
In
d
Out
d
=
y
Sensitivit
Contoh : Sensitivitas Termokopel Cooper - Constantant
...
10
213
.
6
10
638
.
6
74
.
38
y
Sensitivit
=
=
+
β
β2T
+
β
β4T
2+
dT
dE
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
87
87
KARAKTERISTIK SENSORInput Gangguan
EFEK LINGKUNGAN (environmental effect)
Secara umum, output pengukuran tidak hanya
fungsi input pengukuran, tetapi juga fungsi input
lingkungan seperti temperatur lingkungan,
tekanan atmosfir, kelembaban relatif, suplai
tegangan dsb.
Terdapat 2 jenis input lingkungan
Modifying Input
Menyebabkan sensitivitas linier sistem pengukuran
berubah
Interfering Input
Menyebabkan intersepsi atau zero bias sistem pengukuran
berubah
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
88
88
KARAKTERISTIK SENSORInput Gangguan
Efek Modifying Input
Efek Interfering Input
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
89
89
Histeresis
HYSTERESIS
Histeresis adalah perbedaan nilai Output pengukuran pada
saat nilai Input pengukuran membesar (naik) dan mengecil
(turun).
( )
I
=
Out
( )
In
ββ
Out
( )
In
βHysteresis
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
KARAKTERISTIK SENSORResolusi
RESOLUSI
Perubahan nilai terkecil Input pengukuran yang memberikan
respon pada Output pengukuran
Hasil pengukuran: - 4,235 mm - 4,240 mm - 4,236 mm - 4,235 mm - 4,237 mm
Resolusi ?
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
91
91
KARAKTERISTIK SENSORAging
WEAR & AGING
Efek ini mengakibatkan karakteristik sistem pengukuran
seperti konstanta pengukuran
K
dan zero bias
a
berubah
secara perlahan-lahan selama masa pakai
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
S
IS
T
E
M
P
E
N
G
U
K
U
R
A
N
92
92
KARAKTERISTIK SENSORERROR BANDS
(pita error)
Efek non-linieritas, histeresis dan resolusi, pada sistem
pengukuran relatif sulit untuk dikuantifikasi secara tepat.
Kinerja suatu sistem pengukuran dinyatakan dalam
error
bands