Measurement Theory
Lecture Notes 1-8
Gbor Pceli
2017.
Measurement Theory: Lecture 1, 08.02.2017.
0. The subject Measurement Theory can be related to Data Science, which is a very hot topic
for every engineering discipline. The reason is that due to the re
Estimation Theory
Alireza Karimi
Laboratoire dAutomatique, MEC2 397,
email: [email protected]
Spring 2013
(Introduction)
Estimation Theory
Spring 2013
1 / 152
Course Objective
Extract information from noisy signals
Parameter Estimation Problem : Given
TemplateforparameterestimationwithMatlabOptimizationToolbox;includingdynamic
systems
1.Curvefitting
Aweightedleastsquaresfitforamodelwhichislesscomplicatedthanthesystemthatgeneratedthe
data(acaseofsocalledundermodeling).
System:
e 3 x
0 x 1
y
2
( x 1) 1
ECE 531: Detection and Estimation Theory
http:/www.ece.uic.edu/~devroye/courses/ECE531/
ECE 531: Detection and Estimation
Natasha
Devroye
University
of Illinois at Chicago, ECE
[email protected]
Spring 2010
http:/www.ece.uic.edu/~devroye
ECE 531: Detect
Delft University of Technology
Faculty of Electrical Engineering, Mathematics, and Computer Science
Circuits and Systems Group
ET 4386 Estimation and Detection
Autumn 2016
Exercise 2
Problem 1: We observe N i.i.d. samples from a Bernoulli experiment (coin
Delft University of Technology
Faculty of Electrical Engineering, Mathematics, and Computer Science
Circuits and Systems Group
ET 4386 Estimation and Detection
27 January 2017, 9:0012:00
This is a closed book exam. One double sided self-handwritten A4 for
Exam et4386 Estimation and Detection Answer
January 21st, 2016
Answer each question on a separate sheet. Make clear in your answer
how you reach the final result; the road to the answer is very important.
Write your name and student number on each sheet.
Delft University of Technology
Faculty of Electrical Engineering, Mathematics, and Computer Science
Circuits and Systems Group
ET 4386 Estimation and Detection
Autumn 2016
Exercise 1
Problem 1: This problem illustrates what happens to an unbiased estimato
Estimation: chapter 8
Least Squares Estimation
Natasha Devroye
[email protected]
http:/www.ece.uic.edu/~devroye
Spring 2010
Summary
All need at least 2nd order statistics.
!"#$%&'$(')*+,-./)0'*$1(-2$34405)6&
All the previous methods weve studied require
Measurement techniques of processes (BMEGEVGAG03)
Measurement of the time constant of a thermocouple
Very short description of the aim of the measurement:
Dynamic calibration of a first order system: measurement and evaluation of the response to a step
fu
Performance Measurements on an Electric Motor Cooling Fan
Subject: Measurements of technological processes, B.Sc. in Mechanical Engineering
Subsection: Fluid Mechanics Measurements
Subsection Responsible: Dr. Janos VAD, assoc. prof, [email protected], Tel
Measurement of Transient flows
Application to Pump-Valve-Pipe-Tank System
Experiment: To Investigate the Effect of Changing Valve
Setting on Pressure Head Time History of TPV
Tank Height
Pipe diameter
Pump
Pipe Length
Measuring System
INTRODUCTION:
Transi
Water density measurement - H6
1. The aim of the measurement
The aim of this measurement is to determine the density of water and to estimate the
measurement error. First the volume and mass of water quantities are measured, then from the
value pairs the
Sample examples
Measurement and Signal Processing
1.: Determine and chart the sample density function (empirical density function - histogram) on the basis of the
following data:
0; 2; 2.5; 4; 4.2; 5; 5.3; 5.7; 6.4; 7.1; 7.3; 7.42; 7.55; 7.69; 7.88; 8; 8.
Hydraulic and pneumatic systems measurements
Hs Csaba, [email protected]
o
December 5, 2005
Abstract
This document describes the laboratory measurements of the subject Hydraulic and Pneumatic Systems
for third-year BSc students. There are two measureme
Calibration of a pressure transducer
The aim of the measurement
The aim of this measurement training is to learn the calibration of a pressure transducer. Calibration
is a process when the output signal of the sensor is compared to the value measured by a
Measurement of characteristic curve of a fan H2
1. Objective:
The objective of the measurement is the determination of a centrifugal fan-motor
aggregate efficiency () flow rate (q) characteristic curve and fit a parabola with the least
square method on th
H5 Gas meter calibration
Calibration: determination of the relation between the physical parameter to be determined
and the signal of a measurement device. During the calibration process the measurement
equipment is compared with an ethalon or another mea
Certifying a water meter
Water meters
Water meters (used at households) are actually small turbines. When the water flows through
the meter it drives a rotor. The number of the performed turns by the rotor is proportional with
the passed volume of the wat
Measurement of characteristic curve of a gear motor H3
1. Objective
The objective of the measurement is the determination the flow rate (Q) revolution
number (n) characteristic curve of a hydro motor in operation without load and fit a straight
line on th