Search Results - "BEN YAHIA, Noureddine"
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A combination of the particle swarm optimization-artificial neurons network algorithm and response surface method to optimize energy consumption and cost during milling of the 2017A alloy
Published in Energy exploration & exploitation (01-03-2024)“…This research aims to predict the cost and energy consumption associated with pocket and groove machining using the hybrid particle swarm…”
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Journal Article -
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Control of an active suspension system based on long short-term memory (LSTM) learning
Published in Advances in mechanical engineering (01-02-2023)“…As part of our study, which is a continuation of the research carried out by Dr. Anis HAMZA, Intelligent Neural Network Control for Active Heavy Truck…”
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A new approach to controlling an active suspension system based on reinforcement learning
Published in Advances in mechanical engineering (01-06-2023)“…Active suspension provides better vehicle control and safety on the road with optimal driving comfort compared to passive suspension. Achieving this requires a…”
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Prediction of QCE using ANN and ANFIS for milling Alloy 2017A
Published in Advances in mechanical engineering (01-09-2023)“…Population growth and economic development, particularly in developing market nations, are driving up global energy consumption at an alarming rate. Despite…”
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Roundness and positioning deviation prediction in single point incremental forming using deep learning approaches
Published in Advances in mechanical engineering (01-07-2019)“…This article proposes a deep learning technique for the prevision of the geometric accuracy in single point incremental forming. Moreover, predicting geometric…”
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Linear regression and artificial neural network models for predicting abrasive water jet marble drilling quality
Published in Advances in Mechanical Engineering (01-09-2022)“…Marble is a fragile and heterogeneous material whose properties vary depending on the nature and origin of the marble. Therefore, the marble machining process…”
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Book Review Journal Article -
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Assessment of cylindricity and roughness tolerances of holes drilled in marble using multiple regression and artificial intelligence
Published in Advances in mechanical engineering (01-08-2021)“…The Calacatta-Carrara marble is widely used due to its excellent physico-chemical characteristics and attractive aspect. However, the sensitivity of this…”
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Experimental study of drilling white Calacatta–Carrara marble using artificial neural approach
Published in Advances in mechanical engineering (01-03-2019)“…Highly accurate marble processing is increasingly needed to comply with tight parametric/geometric tolerances and surface integrity specifications encountered…”
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Predictive optimization of surface quality, cost, and energy consumption during milling alloy 2017A: an approach integrating GA-ANN and RSM models
Published in International journal on interactive design and manufacturing (01-09-2024)“…Population growth and economic development are leading to an alarming increase in global energy consumption. Numerically controlled machine tools are widely…”
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An energy survey to optimize the technological parameters during the milling of AISI 304L steel using the RSM, ANN and genetic algorithm
Published in Advances in materials and processing technologies (Abingdon, England) (01-10-2024)“…The world's population growth has led to increased demand for products, which requires enormous energy consumption. Therefore, energy savings are becoming a…”
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Effect of vibration and welding parameters on spot weld resistance: modeling integrating PSO-ANN and GA algorithm
Published in Multiscale and Multidisciplinary Modeling, Experiments and Design (01-07-2024)“…The estimation and improvement of the strength of 304L stainless steel spot welds were quantitatively analyzed using a hybrid method. This method combines the…”
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Journal Article -
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An integration of PSO-ANN and ANFIS hybrid models to predict surface quality, cost, and energy (QCE) during milling of alloy 2017A
Published in Maǧallaẗ al-abḥath al-handasiyyaẗ (01-09-2023)Get full text
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13
Mechatronic System Design using Model-Based Systems Engineering and Set-Based Concurrent Engineering Principles
Published in 2018 12th France-Japan and 10th Europe-Asia Congress on Mechatronics (01-09-2018)“…In the upstream design stage, designers with narrow knowledge of design for performance (DFP) and design for quality (DFQ) produce a rough part design with…”
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Conference Proceeding -
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Digital twin-driven dynamic scheduling of a hybrid flow shop
Published in Journal of intelligent manufacturing (01-06-2023)“…Industries require, nowadays, to be more adaptable to unforeseen real-time events as well as to the rapid evolution of their market (e.g. multiplication of…”
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Model Based Systems Engineering approach for the improvement of manufacturing system flexibility
Published in 2020 21st International Conference on Research and Education in Mechatronics (REM) (09-12-2020)“…To meet the increasingly personalized and unpredictable demand experienced by manufacturing industry, we propose a Model Based Systems Engineering (MBSE)…”
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Conference Proceeding -
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The usage of a system engineering approach for integrating machining constraints in the upstream design stage
Published in 2017 IEEE International Systems Engineering Symposium (ISSE) (01-10-2017)“…In the early design stage, designers with narrow knowledge of machining would produce a rough part design with arbitrary geometry. This leads to iterative…”
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Conference Proceeding -
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Active suspension for all-terrain vehicle with intelligent control using artificial neural networks
Published in Journal of Mechanical Engineering and Sciences (30-03-2024)“…The automotive industry focuses on developing advanced protection and stability control systems, particularly for suspension and steering, to enhance vehicle…”
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Journal Article -
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Integrating model-based system engineering with set-based concurrent engineering principles for reliability and manufacturability analysis of mechatronic products
Published in Concurrent engineering, research and applications (01-03-2019)“…The point-based approach consists of committing a set of requirements and a single design solution from the design space. This approach is time-consuming and…”
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Journal Article -
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An approach to the influence of the machining process on power consumption and surface quality during the milling of 304L austenitic stainless steel
Published in Journal of Mechanical Engineering and Sciences (01-09-2022)“…Increasing the quality of a machined product and minimizing energy consumption is a primary objective for all industries, given their significant impact on…”
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Journal Article -
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Modeling and management of human resources in the reconfiguration of production system in industry 4.0 by neural networks
Published in 2019 International Conference on Signal, Control and Communication (SCC) (01-12-2019)“…In Industry 4.0, the role of employees changes significantly. Real-time production line control transforms job content. Work processes affect working…”
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Conference Proceeding