Adaline-based estimation of power harmonics. - Djaffar Ould Abdeslam; Jean Mercklé; Patrice Wira (ESANN, 2005)

A Unified Artificial Neural Network Architecture for Active Power Filters. - Djaffar Ould Abdeslam; Patrice Wira; Jean Mercklé; Damien Flieller; Yves-André Chapuis (IEEE Trans. Ind. Electron., 2007)

An adaptive neural PLL for grid synchronization. - Ali Bechouche; Hamid Sediki; Djaffar Ould Abdeslam; Salah Haddad (IECON, 2012)

Smart meter systems detection & classification using artificial neural networks. - Thomas Bier; Djaffar Ould Abdeslam; Jean Mercklé; Dirk Benyoucef (IECON, 2012)

Smart meter systems measurements for the verification of the detection & classification algorithms. - Thomas Bier; Dirk Benyoucef; Djaffar Ould Abdeslam; Jean Mercklé; Philipp Klein (IECON, 2013)

ECG beat classification using a cost sensitive classifier. - Zahia Zidelmal; Ahmed Amirou; Djaffar Ould Abdeslam; Jean Mercklé (Comput. Methods Programs Biomed., 2013)

ADALINE approach for induction motor mechanical parameters identification. - Hamid Sediki; Ali Bechouche; Djaffar Ould Abdeslam; Salah Haddad (Math. Comput. Simul., 2013)

Stockwell transform optimization applied on the detection of split in heart sounds. - Ali Moukadem; Zied Bouguila; Djaffar Ould Abdeslam; Alain Dieterlen (EUSIPCO, 2014)

Using S-Transform and Shannon energy for electrical disturbances detection. - Ahmed Amirou; Djaffar Ould Abdeslam; Zahia Zidelmal; Mohamed Aidene; Jean Mercklé (IECON, 2014)

Adaptive ac filter parameters identification of three-phase PWM rectifiers. - Ali Bechouche; Djaffar Ould Abdeslam; Hamid Seddiki; Koussaila Mesbah (IECON, 2014)

Analysis of fingerprints of electric appliances as starting point for an appliance characteristics catalog. - Philipp Klein; Dirk Benyoucef; Jean Mercklé; Djaffar Ould Abdeslam (IECON, 2014)

QRS detection using S-Transform and Shannon energy. - Zahia Zidelmal; Ahmed Amirou; Djaffar Ould Abdeslam; Ali Moukadem; Alain Dieterlen (Comput. Methods Programs Biomed., 2014)

Optimizing the Classification Cost using SVMs with a Double Hinge Loss. - Ahmed Amirou; Djaffar Ould Abdeslam; Zahia Zidelmal; A. Mohamed; Jean Mercklé (Informatica (Slovenia), 2014)

A Self-Learning Solution for Torque Ripple Reduction for Nonsinusoidal Permanent-Magnet Motor Drives Based on Artificial Neural Networks. - Damien Flieller; Ngac Ky Nguyen; Patrice Wira; Guy Sturtzer; Djaffar Ould Abdeslam; Jean Mercklé (IEEE Trans. Ind. Electron., 2014)

A new optimized Stockwell transform applied on synthetic and real non-stationary signals. - Ali Moukadem; Zied Bouguila; Djaffar Ould Abdeslam; Alain Dieterlen (Digit. Signal Process., 2015)

Adaptive ac filter parameters identification for voltage-oriented control of three-phase voltage-source rectifiers. - Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam; Koussaila Mesbah (Int. J. Model. Identif. Control., 2015)

Estimation of equivalent inductance and resistance for adaptive control of three-phase PWM rectifiers. - Ali Bechouche; Djaffar Ould Abdeslam; Hamid Seddiki; Adel Rahoui (IECON, 2016)

S-transform implemented into a Raspberry Pi for a real-time electrical signals analysis. - Mahfoud Drouaz; Bruno Colicchio; Ali Moukadem; Djaffar Ould Abdeslam; Reza Iravani (IECON, 2016)

Frequency invariant transformation of periodic signals (FIT-PS) for signal representation in NILM. - Pirmin Held; Frederik Laasch; Djaffar Ould Abdeslam; Dirk Benyoucef (IECON, 2016)

Sensorless virtual-flux based predictive direct power control of three-phase PWM rectifiers. - Ali Bechouche; Djaffar Ould Abdeslam; Hamid Seddiki; Adel Rahoui (IECON, 2017)

EMD inspired filtering algorithm for signal analysis in the context of non intrusive load monitoring. - Alaa Saleh; Pirmin Held; Dirk Benyoucef; Djaffar Ould Abdeslam (IECON, 2017)

Performance estimation of a cell-to-cell-type active balancing circuit for lithium-ion battery systems. - Manuel Räber; Djaffar Ould Abdeslam; Andreas Heinzelmann; Andres Ramirez (ISIE, 2017)

S-transform based on compact support kernel. - Zahia Zidelmal; Hocine Hamil; Ali Moukadem; Ahmed Amirou; Djaffar Ould Abdeslam (Digit. Signal Process., 2017)

Parameter Optimized Event Detection for NILM Using Frequency Invariant Transformation of Periodic Signals (FIT-PS). - Pirmin Held; Daniel Weißhaar; Steffen Mauch; Djaffar Ould Abdeslam; Dirk Benyoucef (ETFA, 2018)

Predictive direct power control with virtual-flux estimation of three-phase PWM rectifiers under nonideal grid voltages. - Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam; Adel Rahoui; Yacine Triki; Patrice Wira (ICIT, 2018)

ADALINE based maximum power point tracking methods for stand-alone PV systems control. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam; Patrice Wira (ICIT, 2018)

A Smart Battery Charger Based on a Cascaded Boost-Buck Converter for Photovoltaic Applications. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (IECON, 2018)

A Novel Non-Isolated Active Charge Balancing Architecture for Lithium-Ion Batteries. - Manuel Räber; Dominic Hink; Andreas Heinzelmann; Djaffar Ould Abdeslam (ISIE, 2018)

Generation of New Simulation Scenarios for NILM Based on Real Data Sets using High-Resolution Current Waveforms. - Pirmin Held; Daniel Weißhaar; Djaffar Ould Abdeslam; Dirk Benyoucef (IECON, 2019)

High Performance Control of Single-Phase Full Bridge Inverters Under Linear and Nonlinear Loads. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (IECON, 2019)

ADALINE Based MPPT With Indirect Control Mode for Photovoltaic Systems. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (ISIE, 2019)

Adaptive neural networks for AC voltage sensorless control of three-phase PWM rectifiers. - Adel Rahoui; Hamid Seddiki; Ali Bechouche; Djaffar Ould Abdeslam (Int. J. Model. Identif. Control., 2019)

Frequency Invariant Transformation of Periodic Signals (FIT-PS) for Classification in NILM. - Pirmin Held; Steffen Mauch; Alaa Saleh; Djaffar Ould Abdeslam; Dirk Benyoucef (IEEE Trans. Smart Grid, 2019)

Time-frequency Features for sEMG Signals Classification. - Somar Karheily; Ali Moukadem; Jean-Baptiste Courbot; Djaffar Ould Abdeslam (BIOSIGNALS, 2020)

A Reference Process Model for Machine Learning Aided Production Quality Management. - Alexander Gerling; Ulf Schreier; Andreas Hess 002; Alaa Saleh; Holger Ziekow; Djaffar Ould Abdeslam (ICEIS (1), 2020)

Improved D-Q Frame Controller for Stand-Alone Single-Phase Inverters. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (ICIT, 2020)

Adaptive Online Gated Recurrent Unit for Lithium-Ion Battery SOC Estimation. - Gelareh Javid; Michel Basset; Djaffar Ould Abdeslam (IECON, 2020)

Expansion and Superposition of Switching Cycles to generate Simulation Datasets for NILM. - Daniel Weißhaar; Pirmin Held; Djaffar Ould Abdeslam; Dirk Benyoucef (IECON, 2020)

Exploring The Practicality Of Huang-Hilbert Transform For NILM Feature Extraction. - Alaa Saleh; Dirk Benyoucef; Djaffar Ould Abdeslam (ISIE, 2020)

Adaptive parameters identification of lithium-ion batteries with adaptive linear neuron and state-of-charge estimation based on open circuit voltage. - Ghania Aggoun; Djaffar Ould Abdeslam; Rachid Mansouri (Int. J. Model. Identif. Control., 2020)

Analyze and evaluate of energy management system for fuel cell electric vehicle based on frequency splitting. - Abderrezak Badji; Djaffar Ould Abdeslam; Mohamed Becherif; Fouad Eltoumi; Nacereddine Benamrouche (Math. Comput. Simul., 2020)

Optimized time-frequency features and semi-supervised SVM to heartbeat classification. - Redouane Lekhal; Zahia Zidelmal; Djaffar Ould Abdeslam (Signal Image Video Process., 2020)

Evaluation of Visualization Concepts for Explainable Machine Learning Methods in the Context of Manufacturing. - Alexander Gerling; Christian Seiffer; Holger Ziekow; Ulf Schreier; Andreas Hess 002; Djaffar Ould Abdeslam (CHIRA, 2021)

Hybrid AI improves Energy Forecasts by combining Fuzzy Rules, Evolutionary Strategies and Neural Networks. - Matthias Lermer; Christoph Reich; Djaffar Ould Abdeslam (IECON, 2021)

An Improved Incremental Conductance Based MPPT Algorithm for Photovoltaic Systems. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (IECON, 2021)

Detecting Cyber-Physical-Attacks in AC microgrids using artificial neural networks. - Bushra Canaan; Bruno Colicchio; Djaffar Ould Abdeslam (ISIE, 2021)

Analysis of an Active Charge Balancing Method Based on a Single Nonisolated DC/DC Converter. - Manuel Räber; Andreas Heinzelmann; Djaffar Ould Abdeslam (IEEE Trans. Ind. Electron., 2021)

Independent and Non-Invasive State Detection for Elevator Based on Total Current Consumption. - Pirmin Held; Daniel Weißhaar; Djaffar Ould Abdeslam; Dirk Benyoucef (CSCI, 2022)

sEMG feature extraction using Generalized Discrete Orthonormal Stockwell Transform and Modified Multi-Dimensional Scaling. - Somar Karheily; Ali Moukadem; Jean-Baptiste Courbot; Djaffar Ould Abdeslam (EUSIPCO, 2022)

Results from using an Automl Tool for Error Analysis in Manufacturing. - Alexander Gerling; Oliver Kamper; Christian Seiffer; Holger Ziekow; Ulf Schreier; Andreas Hess 002; Djaffar Ould Abdeslam (ICEIS (1), 2022)

A Simplified Control for Maximum Power Tracking in Single-Stage Grid-Connected PV Systems. - Yacine Houchi; Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (ISIE, 2022)

Aspects of Module Placement in Machine Learning Operations for Cyber Physical Systems. - Philipp Ruf; Christoph Reich; Djaffar Ould Abdeslam (MECO, 2022)

Design of a secured telehealth system based on multiple biosignals diagnosis and classification for IoT application. - Hocine Hamil; Zahia Zidelmal; Mohamed Salah Azzaz; Samir Sakhi; Redouane Kaibou; Salem Djilali; Djaffar Ould Abdeslam (Expert Syst. J. Knowl. Eng., 2022)

sEMG time-frequency features for hand movements classification. - Somar Karheily; Ali Moukadem; Jean-Baptiste Courbot; Djaffar Ould Abdeslam (Expert Syst. Appl., 2022)

Comparison of algorithms for error prediction in manufacturing with automl and a cost-based metric. - Alexander Gerling; Holger Ziekow; Andreas Hess 002; Ulf Schreier; Christian Seiffer; Djaffar Ould Abdeslam (J. Intell. Manuf., 2022)

LSTM Networks for Cyber-physical Attack Diagnoses in Microgrids. - Bushra Canaan; Bruno Colicchio; Djaffar Ould Abdeslam; Lhassane Idoumghar (ISIE, 2023)

An Efficient Adaptive Algorithm for Batteries Charging Supplied by Photovoltaic Panels. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam; Radu Porumb (ISIE, 2023)

Context-aware Acoustic Signal Processing. - Liane-Marina Meßmer; Christoph Reich; Djaffar Ould Abdeslam (KES, 2023)

Design and Control of an Energy Storage System for Hybrid Renewable Energy Systems. - Yacine Triki; Ali Bechouche; Hamid Seddiki; Djaffar Ould Abdeslam (ICSC, 2024)

Meta Reinforcement Learning for Optimal Control of Battery Energy Storage Systems in Distributed Energy Resources. - Abdelkader Messlem; Youcef Messlem; Djaffar Ould Abdeslam; Ahmed Safa (IECON, 2024)