Search Results for author: Berk Gorgulu

Found 2 papers, 0 papers with code

Explainable boosted linear regression for time series forecasting

no code implementations18 Sep 2020 Igor Ilic, Berk Gorgulu, Mucahit Cevik, Mustafa Gokce Baydogan

We observe that EBLR substantially improves the base model performance through extracted features, and provide a comparable performance to other well established approaches.

Decision Making Prediction Intervals +3

A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting

no code implementations2 Jan 2023 Syed Kazmi, Berk Gorgulu, Mucahit Cevik, Mustafa Gokce Baydogan

One approach to remedy this challenge is to utilize weather information from multiple points across a geographical grid to obtain a holistic view of the wind patterns, along with temporal information from the previous power outputs of the wind farms.

Decision Making

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