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Nadji Hadroug

Observed names: HADROUG Nadji, Hadroug Nadji, Hadroug, Nadji, Nadii Hadroug, Nadji HADROUG
ORCID: 0000-0002-6633-6645
Observed ORCID: 0000-0002-6633-6645
OpenAlex ID: A5036344765
Comprehensive optimization of fuzzy logic-based energy management system for fuel-cell hybrid electric vehicle using genetic algorithm
2024 · Abdesattar Mazouzi, Nadji Hadroug, et al. · International Journal of Hydrogen Energy · 128
Fault detection and diagnosis of grid-connected photovoltaic systems using energy valley optimizer based lightweight CNN and wavelet transform
2024 · Ali Teta, Belkacem Korich, et al. · Scientific Reports · 98
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Hybrid deep learning CNN-LSTM model for forecasting direct normal irradiance: a study on solar potential in Ghardaia, Algeria
2025 · Boumediene Ladjal, Mohamed Nadour, et al. · Scientific Reports · 85
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Dynamic model linearization of two shafts gas turbine via their input/output data around the equilibrium points
2016 · Nadji Hadroug, Ahmed Hafaifa, et al. · Energy · 51
Photovoltaic system failure diagnosis based on adaptive neuro fuzzy inference approach: South Algeria solar power plant
2018 · Imad Eddine Kaid, Ahmed Hafaifa, et al. · Journal of Cleaner Production · 46
Robust diagnosis with high protection to gas turbine failures identification based on a fuzzy neuro inference monitoring approach
2021 · Choayb Djeddi, Ahmed Hafaifa, et al. · Journal of Manufacturing Systems · 44
Gas turbine availability improvement based on long short-term memory networks using deep learning of their failures data analysis
2021 · Ahmed Zohair Djeddi, Ahmed Hafaifa, et al. · Process Safety and Environmental Protection · 40
Advancing predictive maintenance for gas turbines: An intelligent monitoring approach with ANFIS, LSTM, and reliability analysis
2024 · Larbi Brahimi, Nadji Hadroug, et al. · Computers & Industrial Engineering · 37
Fuzzy Diagnostic Strategy Implementation for Gas Turbine Vibrations Faults Detection: Towards a Characterization of Symptom–fault Correlations
2021 · Nadji Hadroug, Ahmed Hafaifa, et al. · Journal of Vibration Engineering & Technologies · 33
Implementation of Vibrations Faults Monitoring and Detection on Gas Turbine System Based on the Support Vector Machine Approach
2023 · Nadji Hadroug, Abdelhamid Iratni, et al. · Journal of Vibration Engineering & Technologies · 31
Robust intelligent fault diagnosis strategy using Kalman observers and neuro-fuzzy systems for a wind turbine benchmark
2023 · Zakaria Zemali, Lakhmissi Cherroun, et al. · Renewable Energy · 31
Fuzzy decoupled-states multi-model identification of gas turbine operating variables through the use of their operating data
2022 · Sidali Aissat, Ahmed Hafaifa, et al. · ISA Transactions · 25
Active fault tolerant control based on a neuro fuzzy inference system applied to a two shafts gas turbine
2018 · Nadji Hadroug, Ahmed Hafaifa, et al. · Applied Artificial Intelligence · 21
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Deep hybrid CNN–biLSTM model for accurate solar photovoltaic power forecasting: A comparative study with classical and neural models
2026 · Mohamed Nadour, Abdelhalim Rabehi, et al. · Energy Reports · 19
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Reliability Modeling Using an Adaptive Neuro-Fuzzy Inference System: Gas Turbine Application
2021 · Nadji Hadroug, Ahmed Hafaifa, et al. · Fuzzy Information and Engineering · 17
Energy Efficiency Improvement in Photovoltaic Installation Using a Twin-Axis Solar Tracking Mechanism with LDR Sensors Compared with Neuro-Fuzzy Adaptive Inference Structure
2023 · Nadji Hadroug, Abdelhamid Iratni, et al. · Journal of Electrical Engineering and Technology · 16
Energy Management and Improved Metaheuristic Optimization-Based Control of Photovoltaic/Hybrid Energy Storage System-Based Microgrid
2025 · Abdelkader Firah, Mouhoub Birane, et al. · Arabian Journal for Science and Engineering · 15
Fault diagnosis-based observers using Kalman filters and Luenberger estimators: Application to the pitch system fault actuators
2023 · Zakaria Zemali, Lakhmissi Cherroun, et al. · Diagnostyka · 15
Practical implementation based on histogram of oriented gradient descriptor combined with deep learning: Towards intelligent monitoring of a photovoltaic power plant with robust faults predictions
2024 · Nadji Hadroug, Amel Sabrine Amari, et al. · Journal of Industrial Information Integration · 14
Faults detection in gas turbine using hybrid adaptive network based fuzzy inference systems
2016 · Nadji Hadroug, Ahmed Hafaifa, et al. · HAL · 14
Heavy duty gas turbine monitoring based on adaptive neuro-fuzzy inference system: speed and exhaust temperature control
2017 · Nadji Hadroug, Ahmed Hafaifa, et al. · Mathematics-in-Industry Case Studies · 13
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Classification of ECG signals using deep neural networks
2023 · Nadour Mohamed, Cherroun Lakhmissi, et al. · The Journal of Engineering and Exact Sciences · 11
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Reliability Evaluation Based on a Fuzzy Expert System: Centrifugal Pump Application
2016 · Belhadef RACHID, Ahmed HAFAIFA, et al. · Studies in Informatics and Control · 11
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Hybrid Approach Based on ANFIS Models for Intelligent Fault Diagnosis in Industrial Actuator
2013 · Lakhmissi Cherroun, Nadji Hadroug, et al. · 11
Improvement of Gas Turbine Availability Using Reliability Modeling Based on Fuzzy System
2017 · Nadji Hadroug, Ahmed Hafaifa, et al. · Applied condition monitoring · 10
Works count: 57
Citation count: 887
H-index: 16
I10-index: 25
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