Time Series Aggregation in Power System Studies in the Presence of Wind Energy: A Matrix-Profile Perspective

Author:

Sarajpoor Nima1,Parvini Zohreh1,Jahanbani Ali2

Affiliation:

1. University of Calgary,Department of Electrical and Software Engineering,Calgary,Canada

2. Iowa State University,Department of Electrical and Computer Engineering,Ames,IA,USA

Publisher

IEEE

Reference15 articles.

1. On clustering validation techniques;maria;Journal of Intelligent Information Systems,2001

2. STUMPY: A Powerful and Scalable Python Library for Time Series Data Mining

3. De-centralized transactive energy market framework under network constraints to deal with technical issues in a radial distribution network;hajar;Electric Power Systems Research,2023

4. Long-term coordination of transmission and storage to integrate wind power

5. Matrix profile I: all pairs similarity joins for time series: a unifying view that includes motifs, discords and shapelets;chin-chia michael;2016 IEEE 16th International Conference on Data Mining (ICDM) ICDM,0

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