An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +4

IEEE Access

Forecasting MethodologyEngineeringMachine LearningInterval PvpfVirtual Power Plant +16

Enhanced Random Forest Model for Robust Short-Term Photovoltaic Power Forecasting Using Weather Measurements

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +3

Energies

EngineeringMachine LearningStpf TechniquesPhotovoltaic SystemPhotovoltaic Power Station +19

Systematic Literature Review and Benchmarking for Photovoltaic MPPT Techniques

Hsen Abidi, Lilia Sidhom, Inès Chihi

Energies

EngineeringEnergy EfficiencyEnergy ConversionPhotovoltaic SystemPhotovoltaic Power Station +14

Performance Evaluation of Deep Recurrent Neural Networks Architectures: Application to PV Power Forecasting

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +3

Recurrent Neural NetworkEngineeringMachine LearningData ScienceSmart Grid +13

An overview of approaches and methodologies for supporting smallholders: ICT tools, blockchain, business models, sustainability indicators, simulation models

Francesco Longo, Giovanni Mirabelli, Vittorio Solina, +11

Procedia Computer Science

EngineeringBusiness IntelligenceEconomic DevelopmentDevelopment EconomicsSupply Network +20

Time-Frequency distributions of heart sound signals: A Comparative study using convolutional neural networks

Xinqi Bao, Yujia Xu, Hak‐Keung Lam, +4

Biomedical Engineering Advances

Convolutional Neural NetworkEngineeringMachine LearningHeart Sound ClassificationAcoustic Modeling +17

Robust Estimator Design for Control of Electropneumatic System

Lilia Sidhom, Mohamed Smaoui, Xavier Brun, +1

IETE Journal of Research

Nonlinear ControlMotion ControlAcceleration SignalsControl MethodEngineering +13

A Novel Approach Based Deep RNN Using Hybrid NARX-LSTM Model For Solar Power Forecasting

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +3

arXiv (Cornell University)

Forecasting MethodologyRecurrent Neural NetworkEngineeringMachine LearningData Science +13

Hammerstein–Wiener Multimodel Approach for Fast and Efficient Muscle Force Estimation from EMG Signals

Inès Chihi, Lilia Sidhom, Ernest Nlandu Kamavuako

Biosensors

An Effective Hybrid Symbolic Regression–Deep Multilayer Perceptron Technique for PV Power Forecasting

Mohamed Trabelsi, Mohamed Massaoudi, Inès Chihi, +4

Energies

EngineeringMachine LearningPotential Pv PowerPhotovoltaic SystemPhotovoltaic Power Station +15