Hazem Nounou

Sultan Qaboos University

H指数:36

被引数:4,880

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A Hybrid Physics–Data Digital Twin with Robust MPC for Real-Time Fault Compensation in Autonomous Vehicles

具有鲁棒MPC的混合物理-数据数字孪生在自动驾驶汽车中的实时故障补偿

IEEE Open Journal of Vehicular Technology

IF4.8

2026-10-130

Data-Driven Simulation of Forced Nonlinear Dynamical Systems via Multi-Output Gaussian Processes with Intrinsic Coregionalization

基于固有协同区域化多输出高斯过程的强迫非线性动力系统数据驱动仿真

Communications in Nonlinear Science and Numerical Simulation

IF3.8

2026-09-060

PRE

A comparative study of multiclass fault classification in industrial processes: Conventional, binary decomposition, and residual-based classifiers with interval-valued features

工业过程中多类故障分类的比较研究：具有区间值特征的常规分类器、二元分解分类器和基于残差分类器

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2026-07-010

PRE

Physics-Informed Deep Learning for Bearing Remaining Useful Life: Adaptive Paris-Law Regularization with Gaussian Processes

基于物理信息深度学习的轴承剩余使用寿命预测：基于高斯过程的自适应Paris定律正则化

Integrating Materials and Manufacturing Innovation

IF2.5

2026-02-011

Curriculum-Enhanced Adaptive Sampling for Physics-Informed Neural Networks: A Robust Framework for Stiff PDEs

基于课程增强的自适应采样方法用于物理信息神经网络：一种刚性偏微分方程的鲁棒框架

Mathematics

IF2.2

2025-12-150

PRE

Advanced data-driven fault detection in gas-to-liquid plants

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2025-07-010

PRE

Guided experimental design for static nonparametric modeling

CHEMICAL ENGINEERING SCIENCE

IF4.3

2024-10-010

PRE

Improved fault detection based on kernel PCA for monitoring industrial applications

JOURNAL OF PROCESS CONTROL

IF3.9

2024-01-017

PRE

Bayesian optimization of multiscale kernel principal component analysis and its application to model Gas-to-liquid (GTL) process data

ENERGY

IF9.4

2023-12-012

PRE

Multiscale Bayesian PCA for robust process modeling of a Fischer-Tropsch bench scale process

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2023-09-011

PRE

Research on pinhole accidental gas release in pipelines: Statistical modeling, real gas CFD simulation, and validation

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

IF7.8

2023-08-014

PRE

Wind Power Converter Fault Diagnosis Using Reduced Kernel PCA-Based BiLSTM

基于缩减核PCA的BiLSTM风电变流器故障诊断

SUSTAINABILITY

IF3.3

2023-02-098

Bayesian-optimized Gaussian process-based fault classification in industrial processes

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2023-02-0112

PRE

Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems

IEEE ACCESS

IF3.6

2023-01-013

Quantified Database for Methane Dehydroaromatization Reaction

CHEMCATCHEM

IF3.9

2022-09-296

An Effective Fault Diagnosis Technique for Wind Energy Conversion Systems Based on an Improved Particle Swarm Optimization

SUSTAINABILITY

IF3.3

2022-09-079

Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems

SUSTAINABILITY

IF3.3

2022-08-2425

An operating economics-driven perspective on monitoring and maintenance in multiple operating regimes: Application to monitor fouling in heat exchangers

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2022-08-015

PRE

Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation

SENSORS

IF3.5

2022-07-265

OAAI

Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems

基于约化神经网络的风能变流器系统故障检测与诊断集成方法

RENEWABLE ENERGY

IF9.1

2022-07-0119

Hazem Nounou

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