How To Guide

User Manual:

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Problem Description
Acknowledgment
Abstract
Preface
Table of Contents
List of Tables
List of Figures
Abbreviations
Introduction
- Previous Work
- Problem formulation
  - Objectives
  - Norwegian Smart Meters
- Outline
Non-Intrusive Load Monitoring
- History of NILM
  - The Essentials of NILM
  - Evolution of NILM
- The Main Steps
- Device Signatures
  - Advances in the Field
  - Appliance Categories
- Evaluation framework and Disaggregation Algorithms
- Accuracy Metrics
Experimental Design
- Norwegian Household Experiment
- Data
  - Collecting Data
- Hardware
- Software
Implementation
- Kaifa Smart Meter and EcoMonitor
- Plugwise
  - Source
  - Pictures of Installation
- Raspberry Pi
- Data Formatting
- NILM-Eval
Results
- Evaluation of the experiment
- Usability of the Weiss algorithm
- Baranski and Voss
  - Parameter Sensitivity
  - Overall Performance
- Parson
Discussion
- Evaluating the Experiment as a whole
- Three phases and type of electric distribution to households
  - Zero volts measured on phase 2 voltage
  - Separating phase current loads
- Weiss
- Baranski
- Parson
  - Training
- Tuning
Conclusion
- Conclusions
Bibliography
Appendix A : Data collecting software installation guide
Data collecting software installation guide
Appendix B : Data formatting
Data formatting
- Matlab Script for Data Formatting

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