Data Mining

Detection and Characterisation of Atypical Harmonic Patterns in Big Power Quality Data
Olga Zyabkina, Max Domagk, Jan Meyer, Peter Schegner, Marco Lindner, Heiko Mayer, Christoph Butterer
DOI
Use Cases for Power Quality Data Analysis: Case Study for the Estonian Transmission System
Max Domagk, Jan Meyer, Jako Kilter, Rain Maripuu
DOI
Automatic Identification of Harmonic Emission Patterns in Electricity Networks based on Clustering and Principal Component Analysis
Olga Zyabkina, Max Domagk, Jan Meyer, Tongxun Wang, Dandan Feng, Alex Huang
DOI
Multivariate Methods
Project on new methods for multivariate analysis of Power Quality measurements
Project Details
Multivariate Methods
Identification of Disturbance Patterns in Long-term Measurements of Power Quality Characteristics in Chinese Large Cities
Olga Zyabkina, Max Domagk, Elias Strunz, Jan Meyer, Tongxun Wang, Dandan Feng, Wei Huang
DOI
Trend Analysis for Power Quality Parameters Based on Long-Term Measurement Campaigns
Max Domagk, Jan Meyer, Tongxun Wang, Dandan Feng, Wei Huang, Heiko Mayer, Simon Wenig, Marco Lindner, Jan-Hendrik Amrhein
DOI
Automatic Identification of Correlations in Large Amounts of Power Quality Data from Long-Term Measurement Campaigns
Max Domagk, Jan Meyer, Tongxun Wang, Dandan Feng, Wei Huang
DOI
A Feature-Based Method for Automatic Anomaly Identification in Power Quality Measurements
Olga Zyabkina, Max Domagk, Jan Meyer, Peter Schegner
DOI
Classification and Identification of Anomalies in Time Series of Power Quality Measurements
Olga Zyabkina, Max Domagk, Jan Meyer, Peter Schegner
DOI
Trend Identification in Power Quality Measurements
Max Domagk, Olga Zyabkina, Jan Meyer, Peter Schegner
DOI