Experimental Hydraulics: Methods, Instrumentation, Data Processing and Management, Two Volume Set

ISBN-13: 9780367570293 / Angielski / Miękka / 2020 / 944 str.

Marian Muste; Jochen Aberle; David Admiraal

Opis

A practical guide for the design of laboratory and field experiments, selection of appropriate instrumentation and experimental methodologies, as well as for conducting and analyzing experimental studies.

Spis treści

VOLUME 1

PREFACE
1. INTRODUCTION
1.1 OVERVIEW OF THE HANDBOOK
1.2. THE ROLE OF HYDRAULIC EXPERIMENTS
1.3. APPROACH
1.4 STRUCTURE VOLUME I
1.5 REFERENCES

2. HYDRAULIC FLOWS: OVERVIEW
2.1 INTRODUCTION
2.2 TURBULENT FLOWS IN HYDRAULIC ENGINEERING
2.3 TURBULENCE MECHANICS: CONCEPTS AND DESCRIPTIVE FRAMEWORKS
2.4 OPEN-CHANNEL FLOWS
2.5 COMPLEX FLOWS
NOTATIONS
REFERENCES

3. SIMILITUDE
3.1 INTRODUCTION
3.2 BASICS
3.3 DYNAMIC SIMILITUDE FROM FLOW EQUATIONS
3.4 WATER FLOW
3.5 MULTI-PHASE FLOW AND TRANSPORT PROCESSES
3.6 ADDRESSING SIMILITUDE SHORTCOMINGS
3.A APPENDIX: DIMENSIONAL ANALYSIS
NOTATIONS
REFERENCES

4. SELECTION AND DESIGN OF THE EXPERIMENTAL SETUP
4.1 THE EXPERIMENTAL PROCESS
4.2 EXPERIMENTAL SETUP COMPONENTS
4.3 LABORATORY FACILITIES
4.4 INSTRUMENT SELECTION
4.5 FROM SIGNALS TO DATA
REFERENCES

5. EXPERIMENT EXECUTION
5.1 INSTRUMENT-FLOW AND FACILITY-FLOW INTERACTIONS
5.2 CONDUCTING THE EXPERIMENT
5.3 FIELD EXPERIMENTS
5.4 COMPLEX EXPERIMENTS
5.5 INTERACTION OF FIELD AND LABORATORY EXPERIMENTS WITH NUMERICAL MODELING
REFERENCES

6. DATA ANALYSIS
6.1 INTRODUCTION
6.2 BASIC CONCEPTS, TERMINOLOGY, AND NOTATION IN PROBABILITY AND STATISTICS
6.3 DESCRIPTIVE STATISTICS AND EXPLORATORY DATA ANALYSIS
6.4 HYPOTHESES, STATISTICAL SIGNIFICANCE, AND INTERVAL ESTIMATES
6.5 BOOTSTRAPPING
6.6 REGRESSION
6.7 BAYESIAN INFERENCE
6.8 EXTENDED EXAMPLES
6.9 CLASSIFICATION ANALYSIS: LOGISTIC REGRESSION, LINEAR DISCRIMINATION ANALYSIS, AND TREE CLASSIFICATION
6.10 MACHINE (OR STATISTICAL) LEARNING APPROACHES
6.11 DATA CONDITIONING: TIME SERIES AND FILTERING
6.12 TIME SERIES AND SPECTRAL ANALYSIS
6.13 SPATIAL INTERPOLATION, KRIGING, AND SPATIAL DERIVATIVES
6.14 IDENTIFICATION OF COHERENT STRUCTURES
6.15 FINAL COMMENTS
6.A APPENDIX A
REFERENCES

7. UNCERTAINTY ANALYSIS FOR HYDRAULIC MEASUREMENTS
7.1 INTRODUCTION
7.2 CONCEPTS AND TERMINOLOGY
7.3 UA IMPLEMENTATION
7.4 UNCERTAINTY INFERENCES USING INTERCOMPARISON EXPERIMENTS
7.5 PRACTICAL ISSUES
REFERENCES

8. HYDROINFORMATICS APPLIED TO HYDRAULIC EXPERIMENTS
8.1 INTRODUCTION
8.2 HYDROINFORMATICS
8.3 DIGITAL ENVIRONMETAL OBSERVATORIES
8.4 OUTLOOK
REFERENCES

ABOUT THE AUTHORS
SUBJECT INDEX

VOLUME 2

 

O autorze

Marian Muste, Jochen Aberle, David Admiraal, Robert Ettema, Marcelo H. Garcia. Dennis Lyn, Valdimir Nikora, Colin Rennie