Centrale Lyon training courses
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Semester 5

  • General engineering
  • Common Core

Introduction

Teaching Units: Electrical Energy and Systems Control, Fluids and Energy, Computer Science, Information Science and Engineering can be taken by students in semester 5 or semester 6, hence the repetition in these two sections.

Content

  • Mathematics
    • Applied Analysis
    • Numerical Analysis
    • Probability theory and Statistics
    • Adapted Mathematics I : applied analysis - algebra
    • Adapted maths II : Probability theory and Statistics
    • Project
    • Adapted Mathematics III: Project
  • Electrical energy and Systems Control
    • Electrical Energy
    • Linear Control
    • Electric Drive Control
  • Fluids and Energy
    • Fluids and Energy - Concepts and applications en/fr
    • Fluids and Energy - Experimental and numerical methods
    • Fluids and Energy - Project Labs
  • Computer Science
    • Algorithms and data structures
    • Object-oriented design and programming
    • Practical IT project
  • Modern Languages
    • English en
    • Arabic
    • Chinese
    • German
    • Spanish
    • French as a foreign language
    • Italian
    • Japanese
    • Portuguese - Brazil
    • Russian
  • Professional Unit in the 5th Semester
    • Conferences
    • Physical Education and Sport en/fr
    • Study Project
    • Career plan - tutoring - S5-S6-S7
    • CLIC - Centrale Lyon Innovation Camp
    • Climate
    • Introduction to ecological transition issues
  • Economics and management
    • Introduction to Economics
    • Business administration
  • Information Science and Engineering
    • Academic support STI
    • Electronic Systems
    • Signal processing
    • Analog to Digital conversion
General engineering
  • Common Core
    • Semester 5
      • Mathematics
        • Applied Analysis
        • Numerical Analysis
        • Probability theory and Statistics
        • Adapted Mathematics I : applied analysis - algebra
        • Adapted maths II : Probability theory and Statistics
        • Project
        • Adapted Mathematics III: Project
      • Electrical energy and Systems Control
        • Electrical Energy
        • Linear Control
        • Electric Drive Control
      • Fluids and Energy
        • Fluids and Energy - Concepts and applications en/fr
        • Fluids and Energy - Experimental and numerical methods
        • Fluids and Energy - Project Labs
      • Computer Science
        • Algorithms and data structures
        • Object-oriented design and programming
        • Practical IT project
      • Modern Languages
        • English en
        • Arabic
        • Chinese
        • German
        • Spanish
        • French as a foreign language
        • Italian
        • Japanese
        • Portuguese - Brazil
        • Russian
      • Professional Unit in the 5th Semester
        • Conferences
        • Physical Education and Sport en/fr
        • Study Project
        • Career plan - tutoring - S5-S6-S7
        • CLIC - Centrale Lyon Innovation Camp
        • Climate
        • Introduction to ecological transition issues
      • Economics and management
        • Introduction to Economics
        • Business administration
      • Information Science and Engineering
        • Academic support STI
        • Electronic Systems
        • Signal processing
        • Analog to Digital conversion
    • Semester 6
      • Electrical energy and Systems Control
        • Electrical Energy
        • Linear Control
        • Electric Drive Control
      • Fluids and Energy
        • Fluids and Energy - Concepts and applications en/fr
        • Fluids and Energy - Experimental and numerical methods
        • Fluids and Energy - Project Labs
      • Mechanical engineering
        • Mechanical Engineering
        • Technology Analysis & Product Development
        • Modelling & Design
        • Mechanism Design
      • Materials Engineering
        • From Matter to Materials: Structure and Properties
        • Practical courses in Material and Surface Science
      • Computer Science
        • Algorithms and data structures
        • Object-oriented design and programming
        • Practical IT project
      • Modern Languages
        • English 1A en
        • Arabic
        • Chinese
        • German
        • Spanish
        • French as a foreign language
        • Italian
        • Japanese
        • Portuguese - Brazil
        • Russian
      • Solids Mechanics and Structures
        • Continuum mechanics of solids
        • Experimental analysis in continuum and solid mechanics
        • Digital Mock-Up
        • Structural Dynamics
        • Plasticity, forming
      • Physics and Chemistry of Matter
        • Physics
        • Chemistry
        • Lab Sessions PCM
      • Professional Unit in the 6th Semester
        • UE PRO Conferences
        • Discovering engineering en/fr
        • Company visits
        • Sports en/fr
        • Study Project
        • Professional Project Tutoring
        • WEEX_Wind Power en/fr
        • WEEX_Waste & Pollution en/fr
        • WEEX_Hydrogen en/fr
      • First Year Training
        • First Year Internship
      • Information Science and Engineering
        • Electronic systems
        • Signal Processing
        • Analog to Digital and Digital to Analog conversions in audio systems
    • Semester 7
      • In-depth Courses
        • Power Electronics
        • Electromechanical Conversion
        • Automatic control with nonlinear phenomena
        • Multi-sensor, Multi-activator Control
        • Stabilty of flow and introduction to turbulence
        • Acoustics and Waves in Fluids
        • Supersonic Flow
        • Thermics and Combustion
        • Multi-body mechanical systems
        • Mechanical Engineering
        • Damage and Ruin of Materials
        • Materials and Innovative Surface Treatments
        • Amorphous Materials for Innovative Functional Structures
        • Biomechanics of Living Tissue and Prosthetic Biomaterials
        • Multimedia : concepts and technologies
        • Problem Resolution Strategies
        • Software Engineering: Model and process based software development
        • Data analysis and pattern recognition en/fr
        • Vibration Analysis
        • Inelastic behaviour of structures
        • Probability theory and introduction to random processes
        • Numerical approximation for ODEs and PDEs
        • Quantum Mechanics and Applications
        • Molecular and supramolecular chemistry
        • Electrochemistry and Chemitronics
        • Dielectric and Semiconductor Physics
        • embedded systems architectures
        • Information theory and optimal filtering
        • Digital architectures for computing and information processing en/fr
        • Communicant and Intelligent Sensors
      • Mechanical engineering
        • Mechanical Engineering
        • Practictal courses in Mechanical Engineering
        • Modelling & Design
        • Mechanism Design
      • Materials Engineering
        • From Matter to Materials: Structure and Properties
        • Practical courses in Material and Surface Science
      • Solids Mechanics and Structures
        • Continuum mechanics of solids
        • Experimental analysis in continuum and solid mechanics
        • Digital Mock-Up
        • Structural Dynamics
        • Plasticity, forming
      • Physics and Chemistry of Matter
        • Physics
        • Chemistry
        • Lab Sessions PCM
      • Human and social sciences
        • Individuals and society
        • Work in the contemporary societies and compagnies
        • Ethics
      • Modern Languages
        • English en
        • Arabic
        • Chinese
        • German
        • Spanish
        • French as a foreign language
        • Italian
        • Japanese
        • Portuguese - Brazil
        • Russian
      • Professional Unit in the 7th Semester
        • Conferences
        • Accompagnement au projet professionnel
        • Career Plan | Workshops
        • Industrial Project
        • Research Project
        • WEEX_Wind Power en/fr
        • WEEX_Waste & Pollution en/fr
        • WEEX_Hydrogen
  • Optional Courses Curriculum
    • Semester 8
      • Optional Courses
        • Finite Element Method, from the theory to implementation
        • Mechanical Metamaterials en/fr
        • Electrical energy
        • Optical methods en/fr
        • Rotors dynamic in mechanical engineering en
        • Numerical methods in mechanics en
        • Life, Information and System en/fr
        • Programming of graphic interface
        • Social, economical and political issues for a sustainable development
        • An Introduction to Meteorology and Oceanography en
        • Collaborative algorithms and applications
        • Nuclear Engineering
        • Health engineering
        • Fablab practices
        • development of technical products
        • Political Sociology
        • Designing a Sustainable Packaging
        • Probability theory and introduction to stochastic processes
        • Marketing
        • Geographical information systems en
        • Mathematical Biology
        • Circuits et dispositifs en micro-ondes
        • Introduction to Image Sensing and Processing en/fr
        • Observation and Analysis of Materials en
        • Soil mechanics
        • Multiphysics simulation in mechanical design
        • Philosophy of the sciences and the techniques
        • Space physics and solar-terrestrial coupling en
        • Entrepreneurship and innovation
        • Machine Learning et Applications en/fr
        • Adaptive filtering : application to active noise control en/fr
        • Web applications
        • Physical chemistry of surfaces and interfaces en/fr
        • Discrete event systems
        • Wind Turbines
        • Ecology and environment
        • Introduction to random vibrations en
        • The Physics and Modelling of free surface flows en
        • Globalization and Transcultural issues
        • Algorithms for Reasoning
        • Law and Work
        • Selection of Materials en
        • From micro to macro in solid and fluid mechanics
        • Aircraft Turbojets en
        • Mechanical systems and contacts en/fr
        • Bio-Inspired Surface Engineering en
        • Controverses socio-techniques
        • Market Finance
        • Smart mecatronics systems en/fr
        • High voltage engineering and systems
        • Musical acoustics en
        • Chaos and fractals
        • Antenna, Signal and Processors
        • Optimal Design and Computational Fluid Dynamics en
        • Polymer materials : physical properties and innovations en
        • Men and their Waste
        • Cost Manangement and entrepreneurial finance
      • Modern Languages S08
        • English en
        • Arabic
        • Chinese
        • German
        • Spanish
        • French as a foreign language
        • Italian
        • Japanese
        • Portuguese - Brazil
        • Russian
      • Professionnelle
        • Sports en/fr
        • Conferences
        • School of Architecture Project
        • Tutoring - Career plan
        • Project for Industrial Application
        • Projet Application - Recherche
      • Practical Internship
        • Practical Internship
    • Semester 9
      • Languages
        • English en
        • Arabic
        • Chinese
        • German
        • Spanish
        • French as a foreign language
        • Italian
        • Japanese
        • Portuguese - Brazil
        • Russian
      • Business courses
        • Profession Specifics Modules
          • Engineering Systems
          • Quality management
          • Operations & Information Management (OPIM)
          • Company Law
          • Organisations and team management
          • Natural Risks en
          • Intelligence économique et protection de l'information
        • Specific Profession courses
          • Eco-Design and Innovation
            • Advanced Design Processes
            • Modern design tools
            • Design and technological choices
            • First design of innovative products
            • CONFERENCES
          • Consulting
            • The fundamentals
            • Consulting project management
            • Become a Consultant
            • ICs Project
          • Startup and Business Developer
            • Startup Engineer & Business Developper
            • Design thinking
            • Markets and stakeholders
            • Negociation and communication
            • Business creation project
          • Technological and environmental risks management
            • Impacts environment and human health
            • Evaluation and quantification of risks en/fr
            • Management, prevention and mitigation of risks
            • IMR Project
          • Research & development
            • Research-Project Management
            • Innovative Design and Creativity
            • Philosophy, sciences and society
          • Supply Chain and Firm Performance
            • Supply Chain and Firm Performance Engineer
            • Fresh Connection
            • L'entreprise étendue
            • L'entreprise agile
            • L'entreprise et la performance
            • Circular Economy
            • Circular Economy
            • ISP Project
            • Risk Management
            • Supply Chain Strategic Management
            • 6-sigma & Lean
            • Industrial Structure
            • Operational Excellence
      • Discipline Specifics Modules
        • Numerical flow simulation
        • Fundamentals of turbomachines en
        • Nanophotonics en/fr
        • Physics of turbulent flows en
        • Introduction to nonlinear vibrations
        • Environmental Acoustics en/fr
        • Computing challenges of Big-Data
        • Coastal and Ocean Engineering en
        • Statistical engineering
        • Power plant turbine technology
        • Soils survey and soils behaviour
        • Elastic wave propagation
        • Secure embedded systems en/fr
        • System identification and sparse decompositions
        • Diagnosis and health monitoring
        • Advanced Control en/fr
        • Green Computing
        • Energy, Storage, Conversion
        • Combustion en
        • Operations Research
        • Mechanical assembly: architecture and geometry analyses
        • Deep learning & artificial intelligence : an introduction en/fr
        • Human physiology and biotechnology
        • Uncertainties and heterogeneities in real structures
        • Processing and analysis of visual and audio data en/fr
        • Construction materials
        • Autonomous microsystems
        • External Aerodynamics en
        • Soft matter en/fr
        • Durability of materials and structures en
        • Tribology en/fr
        • Climate change en
        • Dynamics of biological human systems
        • Machine Learning and Data Mining
        • General Acoustics : Acoustics sources and sound propagation en/fr
        • Structural dynamics
        • Aerodynamically generated sound en/fr
        • Characterization of surfaces and nanostructures
        • Fluid-Structure Interactions en/fr
        • River Hydraulics en
        • Physics for Information Technology
        • Nuclear Energy
        • Stochastic differential equations and probabilistic numerical methods en
        • Mechanics of composite materials and structures en
        • STABILITY OF MECHANICAL SYSTEMS
        • Mechanical behavior of materials
        • Computer networks
        • Numerical methods for PDEs
        • Electric Power System
        • Engineering of a consumer object
        • Oceanography : general concepts and case studies en
        • Entrepreneurial coaching 2
        • Database Systems en/fr
        • Entrepreneurial coaching 1
        • EDP modelisation and mathematic analysis
        • Building & Architecture
        • Business development 1
        • Business development 2
        • Nanotechnologies
        • CyberSecurity
        • Cultural, social and economic openness
      • Sectoral Courses
        • Aeronautics
          • Specific courses for aeronautics Option
            • Lesson and conferences
            • Aeronautics Project en/fr
          • Acoustics & Vibrations
            • Acoustics & Vibrations
          • Guidance & Steering
            • Guidance & Steering en/fr
          • Materials & Structures
            • Materials & Structures
          • Propulsion
            • Propulsion en
        • Bio-engineering and nanotechnology
          • Specific courses for Bio-engineering and nanotechnology
            • Conferences and visits
            • Project Option Bio-Engineering and Nanotechnology
          • Bio-engineering and nanotechnology
            • Medical Imaging
            • Interactions between materials & living world
            • Bioproduction
            • Bioinformatics, Biostatistics & Modelling
          • Nanotechnologies
            • Memories for Internet of Things
            • Intelligent Surfaces
            • Nano-Optical Devices
        • Energy
          • Specific courses for Energy Option
            • Thermal production
            • EN Project
          • On-board energy
            • Mobile systems Energy
            • Oil and Gas
          • On-board energy
            • Electrical Power Network
            • Nuclear engineering
        • Computer science and Communication
          • Specific courses for Computer science and Communication Option
            • Computer-based technology for Big Data
            • Representation and manipulation of structured data
            • Internet of objects and embedded concurrent systems
            • Machine learning
            • Project
            • Geometry Processing applied to Computer Graphics
            • Bayesian machine learning and text mining
            • Project
        • Mathematics and decision
          • Decision making
            • Process simulation
            • Marketing and Finances
            • Decision support systems
            • Project
          • Mathematical engineering
            • Mathematics and risk analysis
            • Sparsity & Convexity
            • Markovian & Gaussian processes
            • Introduction to Inverse Problems
            • Projet IM
        • Ecological Transition and Territories
          • Specific Courses_Civil and Environmental Engineering Option
            • Civil engineering and Environment
          • Civil engineering
            • Constructions
            • Transportation works and structures
            • TET project
          • Environment
            • Urban climate en/fr
            • Regeneration and urban resilience en/fr
            • Soil pollution
        • Transportation Issues
          • Specific courses for Transport and traffic Option
            • Traffic and environment
            • Traffic and environment
            • Traffic and environment
            • Traffic and environment
          • Transportation and Environment
            • Traffic and environment
            • Land Transport and Social Priorities
            • Transportation engineering
            • Transportation Safety
            • Transport logistics
            • TT project
            • Transportation noise
          • Vehicles technologies
            • Vehicle technologies
            • Land transport and social priorities
            • Transportation engineering
            • Combustion engine and hybrid
            • Vehicle technologies
            • TT project
            • Technological innovations
        • Segment Specifics Modules
          • Transonic Aerodynamics en
          • Air and ground transportation noise en
          • Complex systems fiability
          • Active Noise Control and Vibration en/fr
          • Functionalized thin layers and surfaces
          • Game theory and algorithms
          • Choice of materials and assemblage
          • Macro Energy
          • Dynamic mechanisms
          • Electromagnetic Compatibility of power systems, interaction with environement
          • Construction of Energy Production
          • Hybrid electric vehicles : modelling and energy management
          • Unsteady flow in turbomachine en
          • Confort et énergie de l'habitat
          • Atmospheric pollution
          • Enterprise computing
          • New Technologies of Information and Communication
          • Physical problems in unbounded media : mathematical analysis and numerics en/fr
          • Complex phenomena in structural dynamics
          • Strategic Management
          • Tissue engineering and biomaterials
          • Microsystems, microsensors, microfluidic
          • Hydrology and Hydrogeology en
          • Time Series Analysis
          • Stability of Rotating Machines en
          • Health monitoring en
          • Techniques for construction
          • Advanced soil engineering
          • Business development
          • Business information systems
          • Entrepreneurial coaching
          • Computer Graphics
          • Interactive Data Visualization
          • Ressources, energy, climate, societies
    • Semester 10
      • Final year traineeship
        • Final year traineeship
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