Measurement
an introduction
- Single file
-
Lecture files
- 01.00 Theoretical foundations
- 01.01 Mathematical measurement theory
- 01.02 Operationalism conventionalism and realism
- 01.03 Information theoretic descriptions of measurement
- 01.04 Model based descriptions of measurement
- 01.05 Epistemology of measurement
- 02.00 Signals
- 02.01 Types of signals
- 02.02 Fourier series
- 02.03 Fourier transforms
- 02.04 Sampling
- 02.05 Nyquist sampling theorem aliasing and reconstruction
- 02.06 Discrete Fourier transforms
- 02.07 Problems for Chapter 02
- 03.00 Measurement systems as dynamic systems
- 03.01 Dynamic system representations
- 03.02 Zeroth order measurement systems
- 03.03 First order measurement systems
- 03.04 Second order measurement systems
- 03.05 Second order measurement systems
- 03.06 Transient response characteristics
- 03.07 Transient response characteristics
- 03.08 Properties of linear time invariant systems
- 03.09 Response to periodic inputs
- 03.10 Phase linearity
- 03.11 Problems for Chapter 03
- 04.00 Probability statistics and estimation
- 04.01 Probability and measurement
- 04.02 Introduction to set theory
- 04.03 Basic probability theory
- 04.04 Independence and conditional probability
- 04.05 Bayes' theorem
- 04.06 Populations samples and machine learning
- 04.07 Random variables
- 04.08 Probability density and mass functions
- 04.09 Expectation
- 04.10 Central moments
- 04.11 Estimation of sample mean and variance
- 04.12 Confidence
- 04.13 Student confidence
- 04.14 Multivariate probability and correlation
- 04.15 Regression
- 05.00 Uncertainty analysis
- 05.01 Design stage uncertainty analysis
- 05.02 Functional propagation of uncertainty
- 05.03 Rigorous uncertainty analysis
- 06.00 Electricity measurement
- 06.01 Instrumentation for electricity measurement
- 06.02 Measuring resistance well
- 07.00 Digital measurement
- 08.00 Temperature measurement
- 09.00 Pressure and velocity measurement
- 10.00 Flow measurement
- 11.00 Strain measurement
- 12.00 Sensors actuators and control
- A.00 Algebra and trigonometry reference
- A.01 Quadratic forms
- A.02 Trigonometry
- B.00 Distribution tables
- B.01 Gaussian distribution table
- C.00 Bibliography
This page contains fill-in notes on Measurement lectures from the course ME 315.
For source code from the lectures, see the source code page.
Single file
A single pdf can be downloaded here.
Lecture files
Click the thumbnails on the notes below to get a pdf version.
01.00 Theoretical foundations
01.01 Mathematical measurement theory
01.02 Operationalism conventionalism and realism
01.03 Information theoretic descriptions of measurement
01.04 Model based descriptions of measurement
01.05 Epistemology of measurement
02.00 Signals
02.01 Types of signals
02.02 Fourier series
02.03 Fourier transforms
02.04 Sampling
02.05 Nyquist sampling theorem aliasing and reconstruction
02.06 Discrete Fourier transforms
02.07 Problems for Chapter 02
03.00 Measurement systems as dynamic systems
03.01 Dynamic system representations
03.02 Zeroth order measurement systems
03.03 First order measurement systems
03.04 Second order measurement systems
03.05 Second order measurement systems
03.06 Transient response characteristics
03.07 Transient response characteristics
03.08 Properties of linear time invariant systems
03.09 Response to periodic inputs
03.10 Phase linearity
03.11 Problems for Chapter 03
04.00 Probability statistics and estimation
04.01 Probability and measurement
04.02 Introduction to set theory
04.03 Basic probability theory
04.04 Independence and conditional probability
04.05 Bayes' theorem
04.06 Populations samples and machine learning
04.07 Random variables
04.08 Probability density and mass functions
04.09 Expectation
04.10 Central moments
04.11 Estimation of sample mean and variance
04.12 Confidence
04.13 Student confidence
04.14 Multivariate probability and correlation
04.15 Regression
05.00 Uncertainty analysis
05.01 Design stage uncertainty analysis
05.02 Functional propagation of uncertainty
05.03 Rigorous uncertainty analysis
06.00 Electricity measurement
06.01 Instrumentation for electricity measurement
06.02 Measuring resistance well
07.00 Digital measurement
08.00 Temperature measurement
09.00 Pressure and velocity measurement
10.00 Flow measurement
11.00 Strain measurement
12.00 Sensors actuators and control
A.00 Algebra and trigonometry reference
A.01 Quadratic forms
A.02 Trigonometry
B.00 Distribution tables
B.01 Gaussian distribution table
C.00 Bibliography
