23 Feb 2026Open access
A hybrid wavelet transformer LightGBM model optimized by optuna–TPE for global irradiance forecasting in solar electric vehicle energy managementPublisher siteResults in Engineering, Solar Radiation and Photovoltaics
Active, last published 2026
In advanced battery technologies research
Walid
Mchara
Scholar“Research focused on Advanced Battery Technologies Research and adjacent fields.”
University of Tunis El Manar
Tunisia
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01 · About the work
What I study
alid Mchara is a researcher working on Advanced Battery Technologies Research. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Walid's work has been cited 58 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Advanced Battery Technologies Research×8Solar Radiation and Photovoltaics×6Energy Load and Power Forecasting×4Photovoltaic System Optimization Techniques×3Electric Vehicles and Infrastructure×3
04 · Where I am
Affiliations
Affiliation on published researchNational Engineering School of Tunis, TunisiaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
13 works22 Jan 2026Open access
Hybrid Wavelet–Transformer–XGBoost Model Optimized by Chaotic Billiards for Global Irradiance ForecastingPublisher siteJournal of Sensor and Actuator Networks, Solar Radiation and Photovoltaics
10 Jan 2026Open access
Hybrid wavelet–transformer–XGBoost framework optimized via chaotic billiards for accurate lithium-ion battery remaining useful life prediction in electric vehiclesPublisher siteClean Energy, Advanced Battery Technologies Research
7 May 20251cites
A Photovoltaic Power Prediction Model for Solar Electric Vehicles Using Convolutional Neural Networks and Masked Multi-Head Attention MechanismPublisher site7 May 20251cites
Smart Health State Diagnosis of Lithium-Ion Batteries Using Wavelet-Enhanced Hybrid Deep Learning with an Attention MechanismPublisher site7 May 2025
An Advanced Forecasting Model for Global Irradiance in Solar Electric Vehicles Using a Fuzzy C-Means-CNN-Wavelet BiLSTM Network with an Attention MechanismPublisher site12 Feb 2025Open access13cites
Advanced health state intelligent diagnosis of lithium-ion batteries based on CNN-WNN-WBiLSTM model with attention mechanismPublisher siteAutomatika, Advanced Battery Technologies Research
11 Feb 20259cites
Advanced artificial intelligence model for solar irradiance forecasting for solar electric vehiclesPublisher siteInternational Journal of Dynamics and Control, Solar Radiation and Photovoltaics
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