Mansour Hajji

21 papers C 8Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fault diagnosis of uncertain photovoltaic systems using deep recurrent neural networks based Lissajous curves.
Comput. Electr. Eng.
Zahra Yahyaoui, Walid Touti, Mansour Hajji, Majdi Mansouri, Yassine Bouazzi, Kais Bouzrara
2025 J jnl
PCA-based compression of deep LSTMs: a robust framework for uncertain industrial systems.
Computing
Zahra Yahyaoui, Mansour Hajji, Yassine Bouazzi
2024 C conf
Implementation of Genetic Algorithm Optimization based Artificial Neural Network on Raspberry Pi for Fault Diagnosis.
CoDIT
Amal Hichri, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara
2024 C conf
Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique.
CoDIT
Zahra Yahyaoui, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara
2024 C conf
Real-Time Fault Detection Scheme for Industrial Chemical Tennessee Eastman Process.
CoDIT
Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou
2024 C conf
Real-Time Fault Detection and Diagnosis Method for Industrial Chemical Tennessee Eastman Process.
CoDIT
Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou
2023 J jnl
Modeling of permanent magnet linear generator and state estimation based on sliding mode observer: A wave energy system application.
Kybernetika
Amal Nasri, Iskander Boulaabi, Mansour Hajji, Anis Sellami, Fayçal Ben Hmida
2022 — conf
Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems.
SSD
Amal Hichri, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022 — conf
Deep Learning for Fault Detection and Diagnosis: Application to Photovoltaic System.
SSD
Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri
2022 C conf
Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique.
CoDIT
Khadija Attouri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022 C conf
Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique.
CoDIT
Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022 C conf
Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems.
CoDIT
Amal Hichri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022 C conf
Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems.
CoDIT
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2021 — conf
Faults Classification in Grid-Connected Photovoltaic Systems.
SSD
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
2021 J jnl
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems.
Eur. J. Control
Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2020 J jnl
A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems.
IEEE Access
Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara
2020 — conf
Efficient fault detection and diagnosis of wind energy converter systems.
SSD
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Fault detection and diagnosis in grid-connected photovoltaic systems.
SSD
Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Fault detection in photovoltaic systems using machine learning technique.
SSD
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020 — conf
Machine learning approaches for fault detection and diagnosis of induction motors.
SSD
Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2013 — conf
Influences analysis of geometrical parameters on propulsive force of LSRM.
SSD
El Manaa Barhoumi, Mansour Hajji, Boujemaa Ben Salah