A robust energy management approach in two-steps ahead using deep learning BiLSTM prediction model and type-2 fuzzy decision-making controller

DOI10.1007/S10700-022-09406-YOpenAlexW4313650421MaRDI QIDQ6071643

Ali Yahyaouy, Hiba Ramadan, Dounia El Bourakadi, Jaouad Boumhidi

Publication date: 28 November 2023

Published in: Fuzzy Optimization and Decision Making (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10700-022-09406-y

zbMATH Keywords

decision-makingenergy management systembidirectional long-short term memoryelectricity price predictiontype-2 fuzzy logic control

Mathematics Subject Classification ID

Parametric inference (62Fxx) Inference from stochastic processes (62Mxx)

Cites Work

• Using local learning with fuzzy transform: application to short term forecasting problems

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