21 Feb 2026
Impact of Input Data Augmentation on Lithium-Ion Battery SOC Estimation: Comparison Between LSTM and GRUPublisher siteSmart Grids and Sustainable Energy, Advanced Battery Technologies Research
Active, last published 2026
In energy load and power forecasting
Mohammed
Bouafia
Scholar“Research focused on Energy Load and Power Forecasting and adjacent fields.”
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01 · About the work
What I study
ohammed Bouafia is a researcher working on Energy Load and Power Forecasting. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Mohammed's work has been cited 3 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Energy Load and Power Forecasting×5Solar Radiation and Photovoltaics×4Advanced Battery Technologies Research×2
04 · Where I am
Affiliations
Affiliation on published researchAbdelmalek Essaâdi University, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
5 works25 Sept 2025
Influence of decomposed input variables on LSTM-based prediction of physico-chemical and biological parameters in Al Hoceima Bay (Moroccan Mediterranean sea)Publisher siteOcean Dynamics, Hydrological Forecasting Using AI
1 Jan 2024
Sizing Renewable Energy by Using Genetic AlgorithmPublisher siteAdvances in Science, Technology & Innovation/Advances in science, technology & innovation, Smart Grid Energy Management
1 Jan 2023Open access3cites
Deep analysis on Sizing Renewable Energy System at 12 Locations in Morocco Using Particle Swarm OptimizationPublisher siteInternational Journal of Renewable Energy Research, Energy Load and Power Forecasting
1 Jan 2023
Prediction of wind energy by using long short-term memory neural networksPublisher siteAIP conference proceedings, Energy Load and Power Forecasting
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