Predicting grid frequency short-term dynamics with Gaussian processes and sequence modeling

Author:

Liu Bolin1ORCID,Coblenz Maximilian2ORCID,Grothe Oliver1ORCID

Affiliation:

1. Institute of Operations Research, the Chair of Analytics and Statistics, Karlsruhe Institute of Technology (KIT), Germany

2. Department of Services and Consulting, Ludwigshafen University of Business and Society, Germany

Funder

Carl-Zeiss-Stiftung

Publisher

ACM

Reference28 articles.

1. Kyunghyun Cho, Bart Van Merriënboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014).

2. Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio. 2014. Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555 (2014).

3. Continuous Random Variables

4. Model-based geostatistics

5. Analysis of a power grid using a Kuramoto-like model

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