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University of Engineering and Technology Taxila
Mechanical Engineering Department
Lecture No: 01
Course Title: Measurement and Instrumentation
(ME-314)
Tutor: Khalid Masood Khan
Recommended Books
1. Thomas G. Beckwith, John H. Lienhard V and
Roy D. Marangoni: Mechanical Measurements,
6th Edition, © 2007 Pearson Education Inc.
2. Richard S. Figliola and Donald E. Beasley:
Theory and Design for Mechanical Measurements,
3rd Edition, © 2004 John Wiley & Sons Inc.
2
Variable
• Variable is the quantity targeted for
measurement
• It can be independent or dependent,
continuous or discrete
• Engineering variables such as displacement,
pressure, strain, or temperature are
continuous
Continue… 3
…continued
• A variable is controlled if it can be held
at a constant value or at some prescribed
condition during a measurement
• Variables that are not or cannot be
controlled during measurement but
affect the value of the variable measured
are called extraneous variables
4
Parameter
It is a functional relationship between variables.
Example is a fan flow coefficient (C1).
C1 = Q / (nd3) = f (Q, n, d)
Where
Q = flow rate
n = fan rotational speed
d = fan diameter
5
Measurement
• The process of quantifying a parameter
• An act of assigning a specific value to a
physical variable
• Objective is to establish the value or
the tendency of some variable
• Determination of amount/extent of a
physical variable
6
Mechanical Measurement
• Every thing that exists is related to the
practice of mechanical engineering
• The determination of the amount/extent
constitutes the subject of mechanical
measurement
• The means to achieve the measurement
may or may not be mechanical
7
Significance of Mechanical Measurement
• An essential activity in every branch of
science and technology
• Allows monitoring and control of processes and
operations
• Temperatures, flows, pressures, and vibrational
amplitudes monitored by measurement to
ensure proper system performance
Continue… 8
• Allows experimental engineering analysis
• Measurement is one of the important basic
subjects for engineers and scientists
• Measurement and the correct interpretation
thereof are necessary parts of any engineering
and development program
Continue…
9
…continued
• All research, design and development is
based on measurement
• The experimental element of a product/process
development is based on measurement
10
Experimental Test Plan
• Conceptualize the factors that influence the test
• Plan the experiment around these factors
• Define test objectives
• Identify process variables, parameters,
and means for their control
Continue…
11
…continued
• Define tolerances for errors
• Select measurement technique, equipment,
and test procedure
• Plan in advance on how to analyze,
interpret, and present the expected data
12
True Value and Measured Value
• The input to the measurement system
is the true value of the variable called
measurand
• Output is the measured value
13
Act/Process of Measurement
• Obtaining a quantitative comparison between
a predefined standard and a measurand
• The act of measurement produces a result
14
System
A system is composed of components
that work together to accomplish a
specific task.
15
Measurement System
• A measurement system is an information system
which presents an observer with a numerical
value corresponding to the variable being
measured.
• Measurement system is meant to include
all components in a chain of hardware
and software that leads from the measured
variable to processed data.
16
Measurement System Elements
There are four types and, in a system, one type
of element may be missing or may occur more
than once.
17
18
1. Sensing Element (The Sensor)
The sensor is a physical element that uses some
natural phenomenon to sense the variable being
measured.
Examples:
• Energy exchange between the liquid (the
sensor) contained in the bulb of a
thermometer and the surrounding air is the
input signal
Continue… 19
…continued
• Thermocouple is the sensing element
that measures temperature
• Load cell in a strain gauge is the sensing
element that is used to measure mechanical
strain
• Orifice plate is the sensing element
that is used to measure the flow rate
20
2. Signal Conditioning Element (The
Transducer)
• The transducer takes output from the sensing
element and converts it into a form more
suitable for further processing. The transduced
signal form might be electrical, mechanical,
optical, etc.
Continue…
21
• Transducer may include both sensing and
signal processing units. Each element in
the measurement system may itself be a
system made up of simpler components.
Continue…
22
Examples:
• Thermal expansion forces the liquid into the
narrow capillary (transducer) of the bulb
thermometer. It transforms thermal information
into a mechanical displacement.
• Deflection Bridge converts an impedance
change into a voltage change
Continue…
23
…continued
• Amplifier amplifies millivolts to volts
• Oscillator converts an impedance change
into a variable frequency voltage
24
3. Signal Processing Element
Takes the output of the conditioning element/
transducer and converts it into a form more
suitable for presentation.
Example:
• Analogue-to-Digital-Converter takes
analogue signal as input and converts it to
digital form for input to a computer.
25
4. Data Presentation Element
Presents the measured value in a form which
can be easily recognized by the observer.
Examples:
• A simple pointer-scale indicator
• Chart recorder
• Alphanumeric display
• Visual display unit
26

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DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
 

Lecture 1

  • 1. University of Engineering and Technology Taxila Mechanical Engineering Department Lecture No: 01 Course Title: Measurement and Instrumentation (ME-314) Tutor: Khalid Masood Khan
  • 2. Recommended Books 1. Thomas G. Beckwith, John H. Lienhard V and Roy D. Marangoni: Mechanical Measurements, 6th Edition, © 2007 Pearson Education Inc. 2. Richard S. Figliola and Donald E. Beasley: Theory and Design for Mechanical Measurements, 3rd Edition, © 2004 John Wiley & Sons Inc. 2
  • 3. Variable • Variable is the quantity targeted for measurement • It can be independent or dependent, continuous or discrete • Engineering variables such as displacement, pressure, strain, or temperature are continuous Continue… 3
  • 4. …continued • A variable is controlled if it can be held at a constant value or at some prescribed condition during a measurement • Variables that are not or cannot be controlled during measurement but affect the value of the variable measured are called extraneous variables 4
  • 5. Parameter It is a functional relationship between variables. Example is a fan flow coefficient (C1). C1 = Q / (nd3) = f (Q, n, d) Where Q = flow rate n = fan rotational speed d = fan diameter 5
  • 6. Measurement • The process of quantifying a parameter • An act of assigning a specific value to a physical variable • Objective is to establish the value or the tendency of some variable • Determination of amount/extent of a physical variable 6
  • 7. Mechanical Measurement • Every thing that exists is related to the practice of mechanical engineering • The determination of the amount/extent constitutes the subject of mechanical measurement • The means to achieve the measurement may or may not be mechanical 7
  • 8. Significance of Mechanical Measurement • An essential activity in every branch of science and technology • Allows monitoring and control of processes and operations • Temperatures, flows, pressures, and vibrational amplitudes monitored by measurement to ensure proper system performance Continue… 8
  • 9. • Allows experimental engineering analysis • Measurement is one of the important basic subjects for engineers and scientists • Measurement and the correct interpretation thereof are necessary parts of any engineering and development program Continue… 9
  • 10. …continued • All research, design and development is based on measurement • The experimental element of a product/process development is based on measurement 10
  • 11. Experimental Test Plan • Conceptualize the factors that influence the test • Plan the experiment around these factors • Define test objectives • Identify process variables, parameters, and means for their control Continue… 11
  • 12. …continued • Define tolerances for errors • Select measurement technique, equipment, and test procedure • Plan in advance on how to analyze, interpret, and present the expected data 12
  • 13. True Value and Measured Value • The input to the measurement system is the true value of the variable called measurand • Output is the measured value 13
  • 14. Act/Process of Measurement • Obtaining a quantitative comparison between a predefined standard and a measurand • The act of measurement produces a result 14
  • 15. System A system is composed of components that work together to accomplish a specific task. 15
  • 16. Measurement System • A measurement system is an information system which presents an observer with a numerical value corresponding to the variable being measured. • Measurement system is meant to include all components in a chain of hardware and software that leads from the measured variable to processed data. 16
  • 17. Measurement System Elements There are four types and, in a system, one type of element may be missing or may occur more than once. 17
  • 18. 18
  • 19. 1. Sensing Element (The Sensor) The sensor is a physical element that uses some natural phenomenon to sense the variable being measured. Examples: • Energy exchange between the liquid (the sensor) contained in the bulb of a thermometer and the surrounding air is the input signal Continue… 19
  • 20. …continued • Thermocouple is the sensing element that measures temperature • Load cell in a strain gauge is the sensing element that is used to measure mechanical strain • Orifice plate is the sensing element that is used to measure the flow rate 20
  • 21. 2. Signal Conditioning Element (The Transducer) • The transducer takes output from the sensing element and converts it into a form more suitable for further processing. The transduced signal form might be electrical, mechanical, optical, etc. Continue… 21
  • 22. • Transducer may include both sensing and signal processing units. Each element in the measurement system may itself be a system made up of simpler components. Continue… 22
  • 23. Examples: • Thermal expansion forces the liquid into the narrow capillary (transducer) of the bulb thermometer. It transforms thermal information into a mechanical displacement. • Deflection Bridge converts an impedance change into a voltage change Continue… 23
  • 24. …continued • Amplifier amplifies millivolts to volts • Oscillator converts an impedance change into a variable frequency voltage 24
  • 25. 3. Signal Processing Element Takes the output of the conditioning element/ transducer and converts it into a form more suitable for presentation. Example: • Analogue-to-Digital-Converter takes analogue signal as input and converts it to digital form for input to a computer. 25
  • 26. 4. Data Presentation Element Presents the measured value in a form which can be easily recognized by the observer. Examples: • A simple pointer-scale indicator • Chart recorder • Alphanumeric display • Visual display unit 26