1. The document discusses the syllabus for the course 20ME601 - Metrology and Measurements.
2. The syllabus is divided into 5 units which cover topics like basics of metrology, linear and angular measurements, form measurement, measurement of mechanical parameters, and advances in metrology.
3. Key concepts discussed include types of metrology, components of a generalized measurement system, standards, units, types of measurements/methods of measurements, types of measuring instruments, factors affecting accuracy and precision, and types of errors in measurements.
Metrology Measurements and All units PPTdinesh babu
Metrology is the science of measurement, embracing both experimental and theoretical determinations at any level of uncertainty in any field of science and technology
Metrology Measurements and All units PPTdinesh babu
Metrology is the science of measurement, embracing both experimental and theoretical determinations at any level of uncertainty in any field of science and technology
After studying this chapter, the reader will be able to
• understand the importance of metrology
• appreciate the significance of inspection
• appreciate the concepts of accuracy and precision
• explain the objectives of metrology and measurements
• understand the general measurement concepts
• elucidate the different sources and types of errors
• compare the different types of measurements
Instruments for linear and angular measurements
Definition of Metrology, Scientific or fundamental metrology, Applied or Industrial Metrology, Legal Metrology, Need of Inspection, Process of Measurement, Direct measurement, indirect measurement, Primary, Secondary and Tertiary Measurement, Instruments and Classification of Instruments, selection of measuring instruments,
CHAPTER ONE: Introduction to Instrumentation and Measurement.pptxArba Minch University
This document incorporates the basics about instrumentation and measure and static and dynamic performance characteristics of instruments. Also contains statistical analysis of measurements and discuss noise and interference. Types of errors and types of noise also discussed in this document.
These slides describes the deifintion of measurement, Classification of instruments and methods of measurement.
Read the full blog post here: https://bit.ly/32prjeT
After studying this chapter, the reader will be able to
• understand the importance of metrology
• appreciate the significance of inspection
• appreciate the concepts of accuracy and precision
• explain the objectives of metrology and measurements
• understand the general measurement concepts
• elucidate the different sources and types of errors
• compare the different types of measurements
Instruments for linear and angular measurements
Definition of Metrology, Scientific or fundamental metrology, Applied or Industrial Metrology, Legal Metrology, Need of Inspection, Process of Measurement, Direct measurement, indirect measurement, Primary, Secondary and Tertiary Measurement, Instruments and Classification of Instruments, selection of measuring instruments,
CHAPTER ONE: Introduction to Instrumentation and Measurement.pptxArba Minch University
This document incorporates the basics about instrumentation and measure and static and dynamic performance characteristics of instruments. Also contains statistical analysis of measurements and discuss noise and interference. Types of errors and types of noise also discussed in this document.
These slides describes the deifintion of measurement, Classification of instruments and methods of measurement.
Read the full blog post here: https://bit.ly/32prjeT
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
2. SYLLABUS
UNIT I BASICS OF METROLOGY
Introduction, Types of Metrology, Need – Generalized measuring elements system – Precision and Accuracy,
Readability, Sensitivity, Resolution and Reproducibility – Methods of measurements and their selection –
Errors in measurements – Types of standards – Calibration.
UNIT II LINEAR AND ANGULAR MEASUREMENTS
Linear Measuring Instruments and its types – Slip gauges – Comparators – Mechanical, Electrical and
Pneumatic comparator – Limit gauges – Angular measuring instruments – Bevel protractor, Sine bar, Sprit
level, Autocollimator and Angle dekkor.
UNIT III FORM MEASUREMENT
Principles and Methods of straightness – Flatness measurement – Thread measurement – Gear measurement
– Surface finish measurement – Roundness measurement.
UNIT IV MEASUREMENT OF MECHANICAL PARAMETERS
Measurement of torque – Temperature measurement: Bimetallic strip, Electrical resistance thermometer,
Thermocouples and Pyrometers – Measurement of Force – Load cells – Dynamic force Measurement –
Bourdon tube.
UNIT V ADVANCES IN METROLOGY
Basic concept of Lasers – Advantage of Lasers – Laser Interferometers – Michelson Laser interferometers –
Dual frequency interferometer – Basic concept of CMM – Types of CMM – Constructional features – Probes
– Computer controlled CMM – Basic concepts of Machine Vision System. Introduction, Types of Metrology,
Need – Generalized measuring elements system – Precision and Accuracy, Readability, Sensitivity,
Resolution and Reproducibility – Methods of measurements and their selection – Errors in measurements –
Types of standards – Calibration.
3. UNIT I BASICS OF METROLOGY
Introduction to Metrology
Need
Elements
Work piece, Instruments
their effect
– Persons –
on Precision and
Environment –
Accuracy
Errors
Errors in Measurements
Types
Control
Types of standards.
4. MEASUREMENTS - Introduction
• Measurement is a process of comparing
inputs with pre-defined standard and giving
the output.
• Metrology is a science of measurement.
• Metrology is also concerned with the
inspection and its various
industrial
techniques.
• For every kind of quantity measured, there
must be a unit to measure it.
5. 1.Measurand, a physical quantity such as length, weight, and angle to be
measured
2. Reference, to compare the measurand (physical quantity) with a known
Standard for evaluation
3.Standard/Reference, the physical quantity or property to which
quantitative comparisons are to be made, which is internationally
accepted.
STANDARD
(Known Quantity)
MEASURAND
(Unknown Quantity)
COMPARISON
PROCESS
RESULT
(Numerical Value)
MEASUREMENTS - Introduction
6. 1. To convert physical parameters into meaningful numbers.
2. To determine the true dimensions of a part.
3. To increase our knowledge and understanding of the world.
4. Needed for ensuring public health and human safety.
5. To test if the elements that constitute the system function as
per the design.
6. For evaluating the performance of a system.
7. To ensure interchangeability with a view to promoting mass
production.
8. To establish the validity of design and for finding new data
and new designs.
NEED FOR MEASUREMENT
7. • Industrial Metrology - Industrial metrology’s purpose is to
ensure that instruments, used in a wide variety of industries,
are functioning properly.
• Scientific Metrology - This form of metrology deals with the
organization and development of measurement standards
and with their maintenance.
• Legal Metrology - Concerned with the measurements that
influence economic transactions, legal metrology is a very
refined type of metrology.
TYPES OF METROLOGY
8. COMPONENTS OF GENERALIZED MEASUREMENT SYSTEM
A generalized measurement system consists of the following
components:
1. Primary Sensing Element
2. Variable Conversion Element
3. Variable Manipulation Element
4. Data Processing Element
5. Data Transmission System
6. Data Presentation Element
10. COMPONENTS OF GENERALIZED MEASUREMENT SYSTEM
1. Primary Sensing Element:
The primary sensing element receives signal of the physical quantity
to be measured as input. It converts the signal to a suitable form
(electrical, mechanical or other form), so that it becomes easier for other
elements of the measurement system, to either convert or manipulate it.
2. Variable Conversion Element:
Variable conversion element converts the output of the primary sensing
element to a more suitable form. It is used only if necessary.
3. Variable Manipulation Element:
Variable manipulation element manipulates and amplifies the output
of the variable conversion element. It also removes noise (if present) in
the signal.
11. COMPONENTS OF GENERALIZED MEASUREMENT SYSTEM
4. Data Processing Element:
It processes the data signal received from the variable manipulation
element and produces suitable output.
5. Data Transmission System:
Data Transmission System is simply used for transmitting data from
one element to another. It acts as a communication link between
different elements of the measurement system.
6. Data Presentation Element:
It is used to present the measured physical quantity in a human
readable form to the observer. LED displays are most commonly used
as data presentation elements in many measurement systems.
12. Physical Quantity -
Temperature
Sensing Element - Bulb
Conversion Element
–Pressure
Transmission Element
Manipulation Element
Presentation Element
Element Conversion
COMPONENTS OF GENERALIZED MEASUREMENT SYSTEM
13. STANDARDS
In metrology (the science of measurement), a standard is an object,
or system that bears a defined relationship to a unit of measurement of a
physical quantity.
Depending on functions and applications, standards of measurement
are classified as follows:
(i) International Standards
(ii) Primary Standards
(iii) Secondary Standards
(iv) Working Standards
14. i. International Standards
Defined by International agreement
Periodically evaluated & checked by absolute measurements in terms
of fundamental units of physics
represent certain units of measurement to the closest possible
accuracy attainable by the science and technology of measurement
These standards are not available to ordinary uses like measurement
and calibrations.
15. ii. Primary Standards
Main function is the calibration and verification of secondary
standards
These are maintained at the National Standards Laboratories in
different countries. For India, it is National Physical Laboratory at
New Delhi.
The primary standards are not available for the use outside the
National Laboratory.
These primary standards are absolute standards of high accuracy that
can be used as ultimate reference standards to check, calibrate and
certify the secondary standards.
16. iii. Secondary Standards
Basic reference standards used by the measurement and calibration
laboratories in industries
These standards are maintained by the particular industry to which
they belong
Each industry has its own secondary standard
Each laboratory periodically sends its secondary standard to the
national standards laboratory for calibration and comparison against
the primary standard
After comparison and calibration, the National Standards Laboratory
returns the secondary standards to the particular industrial laboratory
with a certification of measuring accuracy in terms of primary
standards
17. iv. Working Standards
main tools of a measuring laboratory
used to check and calibrate laboratory instrument for accuracy and
performance.
For example, manufacturing of mechanical components such as
shafts, bearings, gears etc, use a standard called working standard for
checking the component dimensions. Example: Plug gauge is used for
checking the bore diameter of bearings.
18. UNITS
• Physical quantity is expressed in Units.
• Types:
1. Primary Units – m, Kg, KJ
2. Supplementary Units - rad
3. Derived Units – Kg/KJ
06-Jul-18 18
19. 1. Direct Comparison
2. Indirect Comparison
3. Comparative Method
4. Coincidence Method
5. Fundamental Method
6. Contact Method
7. Transposition Method
8. Complementary Method
9. Deflection Method
10. Contactless method
TYPES OF MEASUREMENTS /
METHODS OF MEASUREMENTS
06-Jul-18 19
20. 1. Direct Method
Measurements are directly
obtained.
Ex.: Vernier Caliper, Scales.
2. Indirect Method
Obtained by measuring other quantities.
Ex: Measurement of strain induced in a
bar due to the applied force
06-Jul-18 20
21. 3. Comparative Method
It’s compared with other
value.
known
Ex: Comparators.
4. Coincidence Method:
Measurements coincide with certain
lines and signals. Ex: Comparators.
5. Fundamental Method:
Measuring a quantity directly in related with the definition of that
quantity.
06-Jul-18 21
22. 6. Transposition Method:
Quantity to be measured is first
balanced by a known value and then
balanced by an other new known value.
Ex: Determination of mass by
balancing methods.
7. Complementary Method:
The value of quantity to be measured is
combined with known value of the same
quantity.
Ex: Determination of the volume of a
solid by liquid displacement Volume.
06-Jul-18 22
23. 8. Deflection Method:
10. Contactless method:
There is no direct contact with the surface to be measured.
E0x6-.Juml-18easurement by optical instruments
The value to be measured is directly
indicated by a deflection of pointer.
Ex: Pressure Measurement.
9. Contact Method:
Sensor/Measuring tip touch the surface area.
Ex: Vernier Caliper.
23
24. 1. Deflection and Null type instruments
2. Analog and Digital instruments
3. Active and passive type instruments
4. Automatic and manually operated instruments
5. Absolute and secondary instruments
6. Contacting and non-contacting instruments
7. Intelligent instruments
TYPES OF MEASURING INSTRUMENTS
25. The weight
indicated by
of the object is
the deflection or
of a a
scale.
pointer on
Ex. Spring
movement
graduated
Balance
1. Deflection and Null type instruments
The effect caused by the quantity to be
measured is nullified.
For example, consider the measurement of
weight by an ordinary beam balance as
shown in fig. The unknown weight placed
in one-side causes the beam and the
pointer to deflect. Ex. Beam Balance
27. In active instruments, the quantity being
measured just activates the magnitude of
some, external power input source, which
in turn produces the measurement.
In this type of instruments, another
external energy input source is present
apart from the quantity to be measured.
3. Active and Passive Type Instruments
In passive type instruments, output is
produced entirely by the quantity being
measured.
28. 4. Manual and Automatic Instruments
Manual instruments require the services of a
human operator.
When the process of null balance is automated, it
is known termed as automatic instruments.
29. 5. Absolute and Secondary Instruments
instruments
Absolute
give the value of the
are those which
quantity to be
measured, in terms of the constants of the
instrument and their deflection only.
Secondary Instrument shows deflection
directly in terms of electrical quantity like
voltage, current, power and frequency.
These instruments are calibrated by
comparison with an absolute instrument.
32. ACCURACY Vs PRECISION
Measurement is an act of assigning an accurate
and precise value to a physical variable.
What is the difference between
Precision andAccuracy
Accuracy is a measure of rightness.
Precision is a measure of exactness.
33. Accuracy is the ability of the instrument to measure the
accurate value (Conformity).
Precision refers to how closely individual measurements agree
with each other (Repeatability).
ACCURACY AND PRECISION
34. FACTORS AFFECTING ACCURACY AND PRECISION
OF A MEASURING SYSTEM
• A measuring system is made of five basic elements.
These are:
1. Standard
2. Work piece
3. Instrument
4. Person
5. Environment.
06-Jul-18 34
35. FACTORS AFFECTING ACCURACY OF A MEASURING SYSTEM
1. Standard
□ Coefficient of thermal expansion
□ Stability with time
□ Elastic properties
□ Position etc
2. Work piece:
□ Cleanliness surface finish etc.
□ Surface defects
□ Hidden geometry
3. Instrument
□ Inadequate amplification
□ Scale error
□ Deformation while handling heavy w/p
□ Calibration error
06-R
Jul-
e
18
peatability & readability 35
36. 4. Person
□ Training skill
□ Sense of precision appreciation
□ Ability to select measuring instrument & standard
□ Attitude towards personal accuracy achievement
□ Planning for measurement technique to have minimum just with
consistent in precision.
5. Environment
□ Temperature, pressure and humidity
□ Clean surrounding and minimum vibration
□ Adequate illumination
□ Temperature equalization between standard w/p & instrument
Higher accuracy can be achieved if all 5 factors are considered,
analysed & steps are taken to eliminate them
06-Jul-18 36
FACTORS AFFECTING ACCURACY OF A MEASURING SYSTEM
37. What is Error in Measurement?
• Measurement Error (Observational Error) is the
difference between a measured(actual) value and its
true value.
• True size Theoretical size of a dimension which is
free from errors.
• Actual size size obtained through measurement
with permissible error.
06-Jul-18 37
ERRORS IN MEASUREMENT
38. Types of Errors in Measurements
Gross / Blunder Errors Measurement Errors
Systematic Errors
Instrumental
Errors
Observational
Errors
Environmental
Errors
Theoretical
Errors
Random Errors
TYPES OF ERRORS IN MEASUREMENT
39. 1) Gross or Blunder Errors:
This category of errors includes all the human mistakes while
reading, recording the readings. The best example of these errors is
a person or operator reading pressure gauge 1.01N/m2 as
1.10N/m2.
2) Measurement Error:
The measurement error is the
measurement of the true value.
result of the variation of a
Usually, Measurement error consists of a random error and
systematic error.
06-Jul-18 39
TYPES OF ERRORS IN MEASUREMENT
40. a. Systematic Error (Controllable Error)
• A systematic error is a constant error that under the same
operating conditions.
• Systematic error is caused by any factors that systematically affect
measurement .
• Classification of systematic errors:
i. Instrumental Errors – Calibration Error
ii. Environmental Errors – Temp, Pressure, Humidity
iii. Observational Errors - Parallax
iv. Theoretical - Percentage
06-Jul-18 40
TYPES OF ERRORS IN MEASUREMENT
41. Random Errors (Uncontrollable Error)
• Random (or indeterminate) errors are caused by uncontrollable
fluctuations in variables that affect experimental results.
• Random errors are caused by the sudden change in experimental
conditions and noise and tiredness in the working persons. These
errors are either positive or negative.
• These errors may be reduced by taking the average of a large
number of readings.
TYPES OF ERRORS IN MEASUREMENT