Exploring Load Forecasting: Bridging Statistical Methods to Deep Learning Techniques in Real-World Environment

Author:

Makris Ioannis1,Moschos Nikolaos1,Radoglou-Grammatikis Panagiotis2,Andriopoulos Nikolaos3,Tzanis Nikolaos3,Malamaki Kyriaki-Nefeli3,Fotopoulou Maria4,Kaousias Konstantinos5,Tompros George Lampsidis5,Sarigiannidis Panagiotis1

Affiliation:

1. MetaMind Innovations,Kozani,Greece

2. University of Western Macedonia,Department of Electrical and Computer Engineering,Kozani,Greece

3. Independent Power Transmission Operator,Athens,Greece

4. Centre for Research and Technology Hellas (CERTH),Athens,Greece

5. Hellenic Electricity Distribution Network Operator (H.E.D.N.O.),Athens,Greece

Funder

Horizon Europe

Publisher

IEEE

Reference19 articles.

1. The EVIDENT Platform: Leveraging Crowdsourcing Approaches for Assessing Consumers Behavior

2. Load forecasting techniques and their applications in smart grids;Habbak,2023

3. A review of machine learning in building load prediction;Zhang,2021

4. Load forecasting models in smart grid using smart meter information: A review;Dewangan,2023

5. Load forecasting with machine learning˜ and deep learning methods;Cordeiro-Costas,2023

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