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Dounia El Bourakadi
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 5
Top Topics
Energy Management
Extreme Learning Machine
Feedforward Neural Networks
Support Vector Regression
Top Venues
J. Intell. Syst.
Intell. Decis. Technol.
Fuzzy Optim. Decis. Mak.
Sustain. Comput. Informatics Syst.
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Publications
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Dounia El Bourakadi
,
Hiba Ramadan
,
Ali Yahyaouy
,
Jaouad Boumhidi
A robust energy management approach in two-steps ahead using deep learning BiLSTM prediction model and type-2 fuzzy decision-making controller.
Fuzzy Optim. Decis. Mak.
22 (4) (2023)
Dounia El Bourakadi
,
Ali Yahyaouy
,
Jaouad Boumhidi
Improved extreme learning machine with AutoEncoder and particle swarm optimization for short-term wind power prediction.
Neural Comput. Appl.
34 (6) (2022)
Dounia El Bourakadi
,
Ali Yahyaouy
,
Jaouad Boumhidi
Intelligent energy management for micro-grid based on deep learning LSTM prediction model and fuzzy decision-making.
Sustain. Comput. Informatics Syst.
35 (2022)
Dounia El Bourakadi
,
Ali Yahyaouy
,
Jaouad Boumhidi
Multi-Agent System Based on the Extreme Learning Machine and Fuzzy Control for Intelligent Energy Management in Microgrid.
J. Intell. Syst.
29 (1) (2020)
Dounia El Bourakadi
,
Ali Yahyaouy
,
Jaouad Boumhidi
Multi-agent system based sequential energy management strategy for Micro-Grid using optimal weighted regularized extreme learning machine and decision tree.
Intell. Decis. Technol.
13 (4) (2019)