دانلود کتاب Optimisation of Dynamic Heterogeneous Rainfall Sensor Networks in the Context of Citizen Observatories

فهرست مطالب :

1. Introduction

1.1 Background

1.2 Motivation

1.3 Innovation

1.4 Objectives

1.5 Layout of this thesis

1.6 Highlights

2.1 Introduction

2.2 Sensors and sensor networks

2.3 Models of precipitation for rainfall-runoff simulation

2.4 Simulation of Rainfall-runoff processes using lumped conceptual models

2.5 Classification of approaches for sensor network evaluation

2.6 Proposed framework for sensor network design

2.7 Conclusions

3.1 Introduction

3.2 Bacchiglione River

3.3 Brue Catchment

3.4 Don River

4.1 Introduction

4.2 Dealing with data of variable measurement uncertainty

4.3 Estimating uncertainty due to partial recording

4.4 Handling Non-stationarity in the kriging framework

4.5 Application in the Brue Catchment

4.6 Conclusions

5.1 Introduction

5.2 Formulation of decision variable encoding

5.3 Selection of decision variable encoding and of optimisation algorithm

5.4 Exploring relationships between various objective functions

5.5 Solving the optimal design problem for the selected objective functions

5.6 Analysis of robustness

5.7 Conclusions

6.1 Introduction

6.2 Posing the optimisation problem

6.3 Objective functions and corresponding strategies for deployment

6.4 Experimental setup and solution of the optimisation problem

6.5 Results and discussion

6.6 Conclusions

7.1 Summary

7.2 Conclusions

7.3 Limitations

7.4 Outlook and recommendations