A NEW UNIFIED CURRICULUM · 2019-03-22 · CENTRALESUPÉLEC - ENGINEERS-ENTREPRENEURS OF THE...
Transcript of A NEW UNIFIED CURRICULUM · 2019-03-22 · CENTRALESUPÉLEC - ENGINEERS-ENTREPRENEURS OF THE...
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1
A NEW UNIFIED CURRICULUM
THE CENTRALE SUPELEC ENGINEER
STARTING SEPTEMBER 2018
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2TITRE DE LA PRÉSENTATION
CENTRALESUPELEC
A FEW FIGURES
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1829 1894
4 200 students, 110 student organisations, 35 000 alumni
2015
2
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65 000 students
10 000 Masters and 4600 PhD (40% international)
9 000 researchers
120 ERC grants
11 000 publications per year
Represents 15 % of French state-funded research
20 Doctoral Schools
A LOCAL CONTEXT
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CENTRALESUPELEC: GLOBAL KEY FIGURES
STUDENTS
INTERNATIONAL
RESEARCH
NETWORK
PEOPLE4200 Students
3200 Engineers
30% International
190 Partners
45 Countries
80 DD agreements
T.I.M.E./CESAER
Erasmus Mundus
International Campuses & Labs
17 Research Dept
2 LIA and 1 UMI
15 chairs
600 A-Rank Publi
50 000 active Alumni for
Ecoles Centrale Group
Strong Regional Groups
140 Corp. Partners
Executive Educ.
300 Training Programs
500 Doct
70 Post-Doc
500 Staff
70 Full Researchers
70 Full Teachers
300 Teach/Research
COMPANIES/INNO
1000 people
Incubator
Open Innovation Institute
137 WorldWide
73 WW in Eng & Techno (1st in Fr)
67 WW in Employability
8 WW among under 50 Years
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CENTRALESUPÉLEC – INTERNATIONAL RANKINGS
ARWU 2018
• 18 Telecommunication Eng.
• 35 Automation & Control
• 76-100 Mechanical Eng.
• 101-150 Computer Science & Eng.
• 151-200 Electrical & Electronic Eng.
• 301-400 Energy Science & Eng.
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A STRONG INTERNATIONAL SCOPE
200 international agreements – 50 core (non-inc. US/UK)
30% international students – 70 nationalities on campus
International competitive entrance exam opened in 2017
LIA
LIA
LIA
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9
3 CAMPUSES
Metz campus
Rennes campus
Paris-Saclay campus [G] Gif [M]
[R]
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A NATIONAL GROUP
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2017 A NEW CAMPUS IN SACLAY
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AND OTHER CAMPUSES…
Rennes
1974
Metz
1985
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13TITRE DE LA PRÉSENTATION
CENTRALESUPELEC
ENGINEERING DEGREE: DIPLÔME D’INGÉNIEUR
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CENTRALESUPÉLEC - ENGINEERS-ENTREPRENEURS
OF THE HIGHEST SCIENTIFIC LEVEL
• CS Engineers master Science & Technology with a high capacity of
abstraction and conceptualization applied to Complex Systems
• They are Leaders and Innovators in action, creating social and economic
value at an international level
• They are comfortable and innovative with major technological and
societal changes, especially in the digital world
• they are humanist, sensitive to social issues. They have a sense of
responsibility and respect for others
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CENTRALESUPÉLEC – HIGHLY SELECTIVE ENTRANCE
PROCESS
15
50%
Preparation for international experience
Social sciences/preparation
for professional activity
Projects and laboratory work
Classes Préparatoires
Advanced studies = 900 contact hours + thesis
50%
Fundamental sciences (physics, mathematics, chemistry, human sciences, economics, …)
Technological and applied sciences (electronics, civil engineering, materials, information technology …)
Core courses = 1800 contact hours + internships
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CPGE: 15 000 students
« Grande Ecole » 3
« Grande Ecole » 2
« Grande Ecole » 1
CPGE 2
CPGE 1
Master 2
Master 1
Bachelor 3
Bachelor 2
Bachelor 1
“Diplôme d’Ingénieur“ (Master degree)Master degree
Competitive entrance examination
PhD Programmes
University
Science Baccalauréat: 150 000 students
French 17-18 year-olds: 760 000
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Admission requirements for international students
• Completion of at
least 2 years of
undergraduate
studies
• High level in
Maths and Physics
(!)
• Minimum level in
French (B1) if you
wish to take
courses in French*
* CS can also recommend a one-week to one-month intensive French language
study programs in Vichy (CAVILAM) prior to semester of study
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Partner
Y1-2120ECTS
Y3180ECTS
Y4 – M1240ECTS
PartnPartner CS
Y5 – M2300ECTS
Partner
Partner CS Trng
Partner Partner TrngCS PhD
CS
Partner
Partner
Y[6]-7-8-[9]
CS CS Partner Double
Eng. Deg
program
Master &
Exchange
program
Bachelor Master Doctorate
Partner PhD
CS CSPartner
Partner Trng
Partner Trng
Partner Trng
Partner Trng
Possible
Co-tutelle
Partn CSPartner CS TrngPartn Double
Master Deg
program
Incoming exchange programs
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19
5 ° year
4 ° year
3 ° year
2 ° year (“prépa”)
1° year (“prépa”)
5 ° year
2 ° year
1 ° year
CentraleSupélec Partner university
Diplôme d’Ingénieur CentraleSupélec
+
Master of home university
June 2013
6 ° year
CENTRALESUPÉLEC – DOUBLE DEGREE MOBILITY
SCHEME
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MULTIDISCIPLINARITY
Alternate courses (8 weeks each)
• Science and Engineering Challenge (SEC, ST in French):
with Challenge Week (to solve a problem given by an
industrial partner)
• Academic Term (AT, SG in French)
22
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23
SG 1
Cod
ing
Wee
ks
ST 2Modelling
Sta
rt-U
p W
eek
s
SG 3ST 4
Information
INT
ER
NS
HIP
PR
OJE
CT
Semester 5 Semester 6
BG
IL/P
M
ST 5Functional Modelling
& Regulation
PR
OJ
EC
T
SG 6
PR
OJ
EC
T ST 7Optimisation
SG 8
PR
OJ
EC
T
Semester 7 Semester 8
1st Year
2nd Year
* BG = Business Games; IL = Introductory Lectures; PM = Project Management
GLOBAL ORGANISATION - AN INNOVATIVE FORMAT
1ST AND 2ND YEAR BASIC CURRICULUMIN
TE
GR
AT
ION
*
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8 MAJORS
ENERGY
LARGE SCALE INTERACTING SYSTEMS
COMPUTER SCIENCE
MATHEMATICS AND DATA SCIENCE
PHYSICS AND NANOTECHNOLOGY
BIOTECHNOLOGY AND ENVIRONMENTAL ENGINEERING
COMMUNICATING SYSTEMS AND INTERNET OF THINGS
CIVIL ENGINEERING AND TRANSPORTATION
24
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3RD YEAR
25
8 Professions
• Research
• Innovation /
Development / Service
• Complex Systems
Conception
• Project Management
• Operations
Management
• Business Analytics
• Sales
• Entrepreneur
ST 9Major
SG 10Specialisation
SG 11Specialisation
Des « mentions »
Au sein des
dominantes
Pro
fess
ion
Internship
EnergyBiotechnology and environmental eng.
Mathematics and Data Science
Large-ScaleInteractive Systems
Internet of Things and Communication Systems
Computer science
Civil engineering and Transportation
Physics and Nanotechnology
Resources [G]
Networks [G]
Environment / Sustainable p
Production [G]
Healthcare and Biomedical
Services [G]
Control Engineering
[G/R]
Design and System Sciences
[G]
Construction and Urban Civil
Engineering [G]
Mecanical and Aerospace
Engineering [G]
Physics and Applied Photonics
for Information Processing [M]
Quantum Engineering [G]
Energy efficiency [G]
Supply Chain and Operations
Management [G]
Smart Network Systems [G]
Connected Objects and
Embedded Systems [R]
Mobile, Electromagnetic and
Nanoelectric Communicating
Systems [G]
Math. Modelling and
Simulation [G]
Data & Information Science
[G/M]
Software Design [G]
Artificial Intelligence [G]
Information System
Architecture [G]
8 Majors; 2 or 3 Specialisations for every Major
Pro
fess
ion
Pro
fess
ion
Campus :
[G] Gif
[M] Metz
[R] Rennes
Concentration:
Cybersecurity [R]
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26
YEARS 1 & 2
GLOBAL
ORGANISATION
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27
Intr
oduction
20 H
EE
Academic Term SG
Core course 60 HEE
28 HEE
28 HEE
80 HEE
Languages
Sport
Other teaching activities (including
Semester-long courses)
+
Co
din
g w
eek /
Pro
ject
40 H
EE
Elective course 60 HEE
Elective course 60 HEE
GLOBAL ORGANISATION - AN INNOVATIVE FORMAT
8-WEEK SEQUENCES/TERMS – AT STRUCTURE
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28
GLOBAL ORGANISATION - AN INNOVATIVE FORMAT
8-WEEK SEQUENCES/TERMS – ST STRUCTURE
Intr
oduction 2
0 H
EE ST course 40 HEE
Engineering Challenge Term ST
Common course
ST course 60 HEE
X, course related to Major
60 HEE
50% Major
Major
28 HEE
28 HEE
80 HEE
Languages
Sport
Other teaching activities (including
semester-long courses)
+
Challe
nge w
eek
40 H
EE
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2929
MASTERING COMPLEX SYSTEMS
Sequences: Engineering Challenge Term (ST)
4 subjects during
1ST YEAR (semesters S5 & S6)
Modelling: ST2
Information: ST4
• Active learning based on engineering problem-solving at every step of the
curriculum: Engineering Challenge Term
• Broad understanding of the challenges
• Dedicated and coherent courses
• Team resolution of a real problem, given by a partner company, during the
Challenge Week
& 2ND YEAR (semesters S7 & S8)
Functional Modelling and Regulation: ST5
Optimisation: ST7
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1ST AND 2ND YEAR
RULES AND SEQUENCES/TERMS
1st and 2nd year compulsory courses during Sequences/TermsYEAR 1 YEAR 2
Digital Environments and
Programming (BDP)SG1
Algorithms and Complexity ST2
Modelling ST2
Signal Processing ST4
Statistics, Machine Learning
and Data ProcessingST4
Automation and Control ST5
Systems Modelling ST5
OptimisationST7
30
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3131
YEAR 1 YEAR 2
Fall
Semester
SG1• Information Systems and
Programming
ST5• Control Engineering
• Systems Modelling
ST2• Algorithms and Complexity
• Modelling
SG6
Spring
Semester
SG3 ST7• Optimisation
ST4• Signal Processing
• Statistics, Machine Learning
and Data Processing
SG8
+ Convergence, Integration,
Probability, Partial Differential
Equations
+ Quantum and Statistical Physics
+ Management
+ Finance
+ Sociology of Organisations
+ Law
+ Economics
+ Philosophy
1ST AND 2ND YEAR
COMPULSORY COURSES (DETAIL)
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1st and 2nd year semester-long courses
In parallel but outside the term
Convergence, Integration, Probability, Partial Differential Equations
(120HEE, 60HEE fast, 180HEE reinforced)
Business Management
Quantum & Statistical Physics
Philosophy
Economics
Finance
Organisational Sociology
Law
1ST AND 2ND YEAR
RULES AND SEQUENCES/TERMS
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4 elective courses in Engineering Science to be chosen out of 9
(1 course corresponding to 60HEE - 36 contact hours)
1ST YEAR academic-term-elective courses (SG1 & SG3)1.1, 1.2, 1.3, 1.4 & 1.5
1ST AND 2ND YEAR
BASIC CURRICULUM = 8 SEQUENCES/TERMS
33
Seq. Time slotElectrical
EnergyElectronicSystems
Electro-magnetism
Transport Pheno-mena
Networks and
Security
IndustrialEng.
Thermo-dynamics
Continuum Mechanics
Materials
SG1
Elective 1.1
Elective 1.2
SG3
Elective 1.3
Elective 1.4
Elective 1.5
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- 6 possible 60HEE elective courses2.1, 2.2, 2.3, 2.4, 2.5 & 2.6
> Students must follow 5, plus
- at least 1 in Industrial eng., Management, Eco.
- at least 2 in Engineering and/or Science
2ND YEAR academic term elective courses
34
1ST AND 2ND YEAR
BASIC CURRICULUM = 8 SEQUENCES/TERMS
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- 3 possible 40HEE elective coursesélectif A, électif B, électif C
> Students must choose 2:
- 1 HSS (Humanities and Social Studies)
- 1 self-directed learning
1ST and 2ND YEAR academic-term-elective courses
35
1ST AND 2ND YEAR
BASIC CURRICULUM = 8 SEQUENCES/TERMS
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YEAR 1
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ACADEMIC TERM SG1
Information Systems and Programming 60 HEE
SG1
50%Major
Codin
g W
eeks
80 H
EE
Electif 1.1 60 HEE
Electif 1.2 60 HEE
Skills (20 HEE)
Introductives conference (20 HEE)
CIP-PDE (40 HEE)
Languages (28 HEE)
Sports (28 HEE)39
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- In English
- English on demand
- Part in English, part in French
- Prerequisite compulsory
- Prerequisite preferable
On demand
Name of the course
Name of the course
40
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ACADEMIC TERM SG1
9 elective courses corresponding to 60HEE (36 contact hours)
- Electromagnetism 1.2
- Electrical Energy 1.1
- Electronic Systems 1.2
- Transport Phenomena
- Continuum Mechanics
- Material Sciences
- Thermodynamics
- Industrial Engineering
- Networks and Security
Students must select 2 courses during SG1
Or 1 course + additional course either in Mathematics or in
Computer Science
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ENGINEERING CHALLENGE TERM ST2
Intr
oduction 2
0 H
EE Algorithms and Complexity 60 HEE
Eng. Challenge Term: Modelling ST2
Core Curriculum
Modelling 60 HEE
X, course related to Major
40 HEEMajor C
halle
nge w
eek
40 H
EE
Skills (10 HEE)
Business Management (30 HEE)
CIP-PED (60 HEE)
Languages (28 HEE)
Sports (28 HEE)
Core Curriculum
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Elective courses corresponding to MajorsEnergy (ENE)
Large Scale Interactive Systems (GSI)
Computer Science (Info&Num)
Mathematics and Data Science (MDS)
Physics and Nanotechnology (PNT)
Biotechnology and Environmental Engineering (VSE)
Communicating Systems and Internet of Things (SCOC)
Civil Engineering and Transportation (CVT)
Students must select 1 course during ST2:
Course related to major
and 1 course (final week): Challenge Week
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ENGINEERING CHALLENGE TERM ST2
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- In English
- English on demand
- Part in English, part in French
- Prerequisite compulsory
- Prerequisite preferable
On demand
Name of the course
Name of the course
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ENGINEERING CHALLENGE TERM ST2
Course related to major & Challenge Week
Medical Robotics GSI- Dynamics of Dimensionally Stable Solids
- EI 1- Modelling and Sizing of a Mammography Machine
- EI-2 Modelling and Sizing of a Vascular Radiology Device
- EI-3 Modelling and Sizing of a Minimaly Invasive Chrugical Robot
Bioengineering: Produce, Secure, Repair VSE- Life Sciences
- Transport in Porous Media- EI-1- Multiscale Modelling of Transfer Phenomena in a Fixed Cell Proliferation
Bed
- EI-2 Biofilm: an Obstacle to Electricity Production Coupled with a Health Risk
- EI-2bis Production of Microalgae through a Biofilm Production System
- EI-3 Pollution of Groundwater
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ENGINEERING CHALLENGE TERM ST2
Course related to major & Challenge Week
Integrative Design Approach CVT- Modelling and Experimentation
- Modelling and Numerical Simulation- EI - Performance and Hybridization of a Vehicle by Functional
Modelling
Modelling Resilient and Secure Crisis Management
Communications SCOC- Modelling of a Radio Transmission System
- Smart Antennas for Communications in Complex and Severe
Environments- EI – Conception d’un système de communication résiliant mixant
modélisation / expérimentation / simulation / mesure / identification de
paramètres
On demand
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ENGINEERING CHALLENGE TERM ST2
Course related to major & Challenge Week
Energetic Transition ENE
- Principle and Modelling of Electromagnetic Conversion Systems
- Modelling of Energy Transfers- EI-1 Coupler Modelling for Contactless Recharging
- EI-2 Modelling the Energy Consumption of a Building
Viral Propagation MDS- Mathematical Modelling of Propagation Phenomena
- EI-1 Epidemic: Modelling, Predicting, Communicating – Case of an
Epidemic on an Island
- EI-2 Epidemic: Case of Ebola Epidemic in Africa
- EI-3 Viral Marketing Campaign
Electrical energy or
Heat and Mass Trnasfer
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ENGINEERING CHALLENGE TERM ST2
Course related to major & Challenge Week
Non-destructive testing and diagnostic PNT
- Waves : Fundamentals for non-destructive-testing- EI1- Wave-technologies in the oil and gas industry
- EI-2 Nuclear and Non Destructive Testing
- EI-3 In-line measurement using wave engineering (Metz)
Modelling Strategic Intractions through Games Info&Num- Computational Approach to Games
- EI1- Adversarial Games for Software Design
- EI-2 Strategic Games for the Economy
- EI-3 Congestion Games for Transportation
- EI-4 Evolutionary Games for Biology
On demand
Electromagnetism or
Networks and
Security
Electromagnetism
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ACADEMIC TERM SG3
SG3
50%Major
Ele
ctifA
40 H
EE
Electif 1.4 60 HEE
Electif 1.5 60 HEE
Electif 1.3 60 HEE
Skills (10 HEE)
Project A (30 HEE)
Quantum and Statistical Physics (30 HEE) + CIP-PDE (20 HEE)
Languages (28 HEE)
Sports (28 HEE)49
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ACADEMIC TERM SG3
9 elective courses corresponding to 60 HEE (36 contact hours)
- Electromagnetism
- Electrical Energy
- Electronic Systems
- Heat and Mass Transfer 1.4
- Continuum Mechanics 1.3
- Material Sciences 1.4
- Thermodynamics 1.3
- Industrial Engineering 1.5
- Networks and Security 1.5
Students must select 3 courses during SG1: courses they did not
take in SG1
Or 2 courses during SG3 if they took 2 courses during SG1
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ENGINEERING CHALLENGE TERM ST4
Intr
oduction 2
0 H
EE Signal Processing 40 HEE
Science and Eng. Challenge: Information ST4
Common course
Stat., Machine Learning, Data
Processing 60 HEE
X, course related to Major
60 HEE
50% Major
Major
Challe
nge w
eek
40 H
EE
Projet A (30 HEE)
Quantum and Statistical Physics (30 HEE) + Finance (20 HEE)
Language (28 HEE)
Sports (28 HEE)
51
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- In English
- English on demand
- Part in English, part in French
- Prerequisite compulsory
- Prerequisite preferable
On demand
Name of the course
Name of the course
52
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ENGINEERING CHALLENGE TERM ST4
Elective courses corresponding to MajorsEnergy (ENE)
Large Scale Interactive Systems (GSI)
Computer Science (Info&Num)
Mathematics and Data Science (MDS)
Physics and Nanotechnology (PNT)
Biotechnology and Environmental Engineering (VSE)
Communicating Systems and Internet of Things (SCOC)
Civil Engineering and Transportation (CVT)
Students must select 1 course during ST4:
Course related to major
and 1 course (final week): Challenge Week
53
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ENGINEERING CHALLENGE TERM ST4
Course related to major & Challenge Week
Data and Statistics in Finance MDS - Introduction to the Study of Financial Data: Econometrics,
Organisation of Financial Markets, Agent Models- EI – Statistical Tools for Investment Strategies in the Financial Markets
Data@Web : web data intelligence. Creating Values
around Web Data Info&Num- Unstructured Mass Data Processing and Analysis – the Case of
Web Data- EI 1- e-reputation: Sentiment Analysis and NLP
- EI 2- e-marketing
- EI 3- e-tourisme
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ENGINEERING CHALLENGE TERM ST4
Course related to major & Challenge Week
Energy and Climate ENE- Intermittent Renewable Energies
- Climate Models
- Components of Electrical Systems- EI 1- Forecast of Climate Change
- EI 2- Realisation of Tools for Identifying Uses and Expenses of a
Private Site
- EI 3- Estimation of the Production of an Offshore Wind Farm
- EI 4- Influence of the Meteorology on the Productivity of an Offshore
Tidal Stream (Rennes)
Electrical energy
Heat and Mass Transfer
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ENGINEERING CHALLENGE TERM ST4
Course related to major & Challenge Week
Integrated Engineering. Digital Mockup and Life Cycle of
Works and Vehicles CVT
- Introduction to Digital Twin- EI – Processing of Information for the Design of a Work of Art
Continuum Mechanics
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ENGINEERING CHALLENGE TERM ST4
Course related to major & Challenge Week
Information Processing for Systems and Infrastructure
Resilience GSI- Risk Assessment and Resiliency Analysis of Systems and
Infrastructures- EI 1- Algorithms for Monitoring and Decision of the State of Health of
Aircraft Engines. Apllication to the Diagnosis of the Oil Circuit of a
Turbojet
- EI 2- Résilience and PHM in the Rail Sector: Passenger Access Doors
and Switches
- EI 3- Predictive Maintenance of the Means of Energy Production
- EI 4- Application of Data Analysis for the Improvement of Steel
Manufacturing Processes (Metz)
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ENGINEERING CHALLENGE TERM ST4
Course related to major & Challenge Week
Black Swans Detection PNT- Data Analysis in Particle Physics and Cosmology
- EI - Black swans detection in particle physics and cosmology
Data Processing for IoT Services SCOC
- Theory of Information and Complexity of Information
Processing
- Wireless Communication Neworks for IoT- EI – Sensor Network Deployment and Data Processing
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ENGINEERING CHALLENGE TERM ST4
Course related to major & Challenge Week
Big Data & Health: from Data Acquisition to Decision
VSE- Biology and Statistics
- EI 1 Problematic Neurological Disease
- EI 2 Le système national des données de santé pour l’identification de
grandes tendances
- EI 3 Médecine de précision en cancérologie
- EI 4- Don’t let it ring! (Rennes)
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60
YEAR 2
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ENGINEERING CHALLENGE TERM ST5
Intr
oduction 2
0 H
EE
Control engineering 60 HEE
Eng. Challenge Term: Functional Modelling and Regulation
ST5
Common course
X, course devoted to Major
60 HEE
50% Major
Major Challe
nge w
eek
40 H
EE
Project B (30 HEE)
Philosophy (20 HEE) +Economy(40 HEE)
Languages (28 HEE)
Sports (28 HEE)
System modelling 40 HEE
Busin
ess G
am
e
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- In English
- English on demand
- Part in English, part in French
- Prerequisite compulsory
- Prerequisite preferable
On demand
Name of the course
Name of the course
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ENGINEERING CHALLENGE TERM ST5
Elective courses corresponding to MajorsEnergy (ENE)
Large Scale Interactive Systems (GSI)
Computer Science (Info&Num)
Mathematics and Data Science(MDS)
Physics and Nanotechnology (PNT)
Biotechnology and Environmental Engineering (VSE)
Communicating Systems and Internet of Things (SCOC)
Civil Engineering and Transportation (CVT)
Students must select 1course during ST5:
Course related to major
and 1 course (final week) Challenge Week
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Course related to major & Challenge Week
Steering and flight control in aeronautical and space
transport
GSI/CVT - Performance and flight paths
- EI 1 Control the operation of a nanosatellite
- EI 2 Control the operation of a nanolayer
- EI 3 Control the operation of an airplane
Bioreactor control for sustainable production
VSE/GSI- Process Engineering and Sustainable Development
- EI Maximizing the production of a bioprocess for environmental
applications
ENGINEERING CHALLENGE TERM ST5
Continuum Mechanics
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ENGINEERING CHALLENGE TERM ST5
Course related to major & Challenge Week
Eco-neighbourhood as a complex system. Sustainable
design & complex project management
CVT/GSI- Sustainable and Urban Planning
- EI Eco-district Urban Project
Light and matter: development of high-tech instruments
PNT- Physics of Matter
- EI 1 Beamline Design Synchrotron
- EI 2 Quantum Cascade Lasers
Electromagnetism
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ENGINEERING CHALLENGE TERM ST5
Course related to major & Challenge Week
Control of acoustic and electromagnetic pollution
MDS
- Theory and Arlgorithms for Wave Control- EI Design of a Coating to control the Pollution of Waves
Systèmes complexes industriels et critiques à logiciels
prépondérants Info&Num- Design and verification of critical systems
- EI Design of Intelligent Systems for Transport
ElectromagnetismOn demand
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Course related to major & Challenge Week
Multi-energy systems
ENE- Introduction to Energy Production
- EI 1 Regulation and control of energy production and conversion systems
- EI 2 Hybrid power train
- EI 3 Turbojet and onboard energy
Autonomous and connected vehicle
SCOC- On-board electronics and communcation networks for
autonomous and connected vehicles- EI Autonomous connected vehicle: modelling and validation of a
function on a scaled-down platform
ENGINEERING CHALLENGE TERM ST5
Electromagnetism
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Course related to major & Challenge Week
Smart energy and smart building
GSI/SCOC/ENE - High Energy radiocommunications
- EI Hierarchical control of thermal comfort
Embedded and smart systems for health purposes
GSI/VSE/SCOC- High energy performance communications
- EI Smart Systems for personalised blood glucose control
ENGINEERING CHALLENGE TERM ST5
Rennes campus
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Course related to major & Challenge Week
Modelling and design of a sensor supervision system
Info&Num/SCOC
- Data Models and design schemes- EI Development of the information system for the supervision of a
Smart Building or the Medical follow-up of patients
Rennes campusENGINEERING CHALLENGE TERM ST5
Documents in English
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70
Course related to major & Challenge Week
UAV semi-autonomous navigation
MDS- Autonomous Robotics
- EI Building Inspection by semi-autonomous drone (quadcopter)
Smart photonics systems for control and measure (Metz)
PNT- Photonics for the control of physical systems
- EI Laser remote sensing (LIDAR) for optronic surveillance and target
detection
ENGINEERING CHALLENGE TERM ST5
Metz campus
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Course related to major & Challenge Week
Assistance and autonomy of the person
Info&Num/SCOC/VSE (Metz)- Control of variable speed drive
- EI Design of a motorised wheelchair for disabled person
Metz campusENGINEERING CHALLENGE TERM ST5
Electronic Systems
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6 elective courses: students must select 5 during
SG6+SG8
ACADEMIC TERMS SG6 + SG8
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ACADEMIC TERM SG6
Pro
ject
BSG6
50%Major
Ele
ctif
B
40 H
EE
Electif 2.2 60 HEE
Electif 2.3 60 HEE
Electif 2.1 60 HEE
Skills (10 HEE)
Project B (30 HEE)
Sociology of Organisations (20 HEE) + Law (20 HEE)
Languages (28 HEE)
Sports (28 HEE)73
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ACADEMIC TERM SG6Electif 2.1
- Distributions et opérateurs
- Génie logiciel orienté objet
- Exposition de personnes à l’életromagnétisme et compatibilité électromagnétique
- Stratégie et Marketing et Organisation
- Design Science
- Compréhension, optimisation et simulation des procédés biotechnologiques
- Conversion d’énergie
- Structural vibrations and acoustics
- Réseaux de communication mobiles et services
- Heat Transfer75
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ACADEMIC TERM SG6Electif 2.2
- Machine Learning
- Gestion de données massives
- Architecture et conception des systèmes numériques
- Corporate Finance and Law
- Développement de produits : de l’idée au prototype
- Quantum and Statistical Physics part II
- Systèmes dynamiques en neurosciences
- Comportement non-linéraire des matériaux
- Compression et débruitage des signaux
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On demand
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ACADEMIC TERM SG6Electif 2.3
- Probabilités avancées
- Calcul haute performance
- Capteurs intégrés pour l’internet des objets et les réseaux intelligents
- Économie de l’innovation et de la croissance
- Antenna design for advanced applications
- Genomics and synthetic biology in health and industrial biotechnology
- Mécanique des fluides
- Mécanique avancée pour le génie civil
- Théorie des télécommunications
77
On demand
On demand
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ACADEMIC TERM SG6
Elective courses corresponding to 60HEE (36 contact hours)
- Introduction to Mobile Application Engineering
- Méthodes d’estimations et introduction à la théorie moderne du codage
- Analyse et traitement de données audio (parole et musique)
- Traitement d’images
- Conception de systèmes électroniques complexes : du composant au système
hétérogène
- De l’atome aux composants électroniques
- La lumière pour comprendre la matière
Metz campus
On demand
On demand
On demand
78
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ACADEMIC TERM SG6
Elective courses corresponding to 60HEE (36 contact hours)
Electif 2.1- Architecture des calculateurs
- Economie de l’innovation
- Modelica et bond graph : modélisation multi-domaine, analyse et simulation
Electif 2.2
- Nouveaux paradigmes réseaux
- Méthodes numériques
- Model based Design of Embedded Control Systems
Electif 2.3
- Economie numérique
- Intelligence artificielle et deep learning
- Compression-protection et transmission de l’information
Electif B
- Art et Numérique
- Impact sociétal de l’autonomisation
Rennes campus
79
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ACADEMIC TERM SG6
Elective courses corresponding to 60HEE (36 contact hours)
Rennes campus
80
Automatique
Modélisation Système
Modèles de données et schémas de conceptions Communication à haute performance énergétique
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ACADEMIC TERM SG6
81
Comprendre la blockchain Informatique Electif B
Développement d'applications web et mobile Informatique Electif C
Gestion des achats Sciences de l'entreprises Electif C
Métier de l'ingénieur, Ethique et Responsabilité LMI
Individus, Travail, Organisations SHS
Enjeux de Société SHS
Science, Technologie, Société SHS
Innovation, Arts et créativité SHS
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ENGINEERING CHALLENGE TERM ST7
Intr
oduction 2
0 H
EE
Optimisation 60 HEE
Science and Eng. Challenge: Optimisation ST7
X, course related to Major
60 HEE
50% Major
Major
Challe
nge w
eek
40 H
EE
Project (80 HEE)
Skills (10 HEE)
Languages (28 HEE)
Sports (28 HEE)
Pro
ject
Project 40 HEE
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- In English
- English on demand
- Part in English, part in French
- Prerequisite compulsory
- Prerequisite preferable
On demand
Name of the course
Name of the course
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84
ENGINEERING CHALLENGE TERM ST7
Course related to major & Challenge Week
Circular economy and industrial systems
GSI/VSE/ENE/CVT - Circular economy and methods of industrial ecology
- EI 1 Biomaterial recycling or biorefinery
- EI 2 Heat networks
- EI 3 Treatment of excavated material in the tunnels of Greater Paris
Optimisation of passenger transport systems
GSI/Info&Num- Modelling for decision support
- EI Optimisation of of a passenger transport system
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85
ENGINEERING CHALLENGE TERM ST7
Course related to major & Challenge Week
Optimisation and management of complex systems flows
GSI/VSE- Optimisation and flow management
- EI 1 Flow management in e-commerce GSI
- EI 2 Flow management in an hospital environment VSE
- EI 3 Urban flow management
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86
ENGINEERING CHALLENGE TERM ST7
Course related to major & Challenge Week
Mathematical modelling of financial markets and risk
management
MDS- Financial risk modelling
- EI Minimisation of risks in the financial markets
Optimising network infrastructure for smart cities
SCOC- Optimisation of network infrastructures
- EI Smart cities: connected cities
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87
ENGINEERING CHALLENGE TERM ST7
Course related to major & Challenge Week
High performance simulation for impression reduction
Info&Num/MDS- Parallel Numerical Methods; Parallel and Distributed
Algorithms and Programming- EI 1 Underwater acoustic footprint reduction to increase stealth
- EI 2 Reduced noise footprint of a car to reduce urban noise pollution
- EI 3 Reducing the carbon footprint of an aircraft by reducing energy
consumption to reduce the impact on the environment
Documents in English
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ENGINEERING CHALLENGE TERM ST7
Course related to major & Challenge Week
Efficiency of embedded energy systems
ENE- Numerical methods and solving the optimisation problems of
embedded energy systems- EI 1 Energy efficiency of electric traction machines
- EI 2 Traction chain optimisation on road cycle
- EI 3 Optimal management of a hybrid vehicle
- EI 4 Energy efficiency of a satellite power generator
Additive Manufacturing Design CVT- Multiphysics couplings for additive manufacturing
- EI Optimisation of aeronautical parts in additive manufacturing
Electrical energy
Heat and Mass Transfer
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89
Course related to major & Challenge Week
Smart grids and energy challenge: energy management in
isolated area
ENE/GSI- Renewable energies and micro grids
- EI Insulated micro grid
Digital technology serving the human world
Info&Num/MDS/VSE- 2D – 3D image and sound analysis
- EI What you unwittingly say: decryption and automatic analysis of
nonverbal behaviours
Rennes CampusENGINEERING CHALLENGE TERM ST7
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9090
Course related to major & Challenge Week
Optimisation and representation of signals for source
separation and data compression
MDS
- Sparse representation of signals- EI Learning and representations for the separation of sources;
applications in petroleum exploration, robotics, sound recording or
medical imaging
Metz campusENGINEERING CHALLENGE TERM ST7
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91
6 electives courses: students must select 5 during
SG6+SG8
ACADEMIC TERMS SG6 + SG8
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ACADEMIC TERM SG8
Pro
ject
BSG8
50%Major
Ele
ctif
C
40 H
EE
Electif 2.5 60 HEE
Electif 2.6 60 HEE
Electif 2.4 60 HEE
Skills (10 HEE)
Project (80 HEE)
Languages (28 HEE)
Sports (28 HEE)92
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ACADEMIC TERM SG8Electif 2.4
- Calcul scientifique
- Énergies renouvelables
- Mileux réactifs
- Matériaux du vivant
- Fundamental laws of the Universe: particle physics, astroparticles and cosmology
- Traitement d’images numériques
- Management agile de projets complexes
- STG RID
- Intelligence artificielle
- Gestion des opérations de la chaîne logistique94
On demand
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ACADEMIC TERM SG8Electif 2.5
- Statistiques avancées
- Transferts thermiques
- Systèmes robotiques interactifs
- Urbanisme
- Physique de la matière divisée
- Du transistor au système analogique complexe
- Économie internationale
- STG RID
- Informatique théorique
- Cloud computing et informatique distribuée95
On demand
On demand
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ACADEMIC TERM SG8Electif 2.6
- Algèbre et cryptologie
- Ingénierie nucléaire
- Analyse, optimisation et coordination / pilotage des systèmes dynamiques multi-
agents – Drones
- Multiphysics coupling simulation
- Ingénierie des procédés au service du développement durable ; process engineering
for sustainable development
- Application de la physique statistique au traitement de l’information
- Management de l’innovation et création d’entreprise
- STG RID
- Object oriented software engineering96
On demand
On demand
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ACADEMIC TERM SG8
6 elective courses corresponding to 60HEE (36 contact hours)
- Introduction to service-based applications development
- De l’élégance de la programmation C++
- Big data : collecte, stockage et analyse de données sur cluster et sur cloud
- Systèmes embarqués électroniques et informatiques robustes
- Smart photonics systems
- Chaos, fractales et complexité
Metz campus
On demand
On demand
On demand
On demand
On demand
97
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ACADEMIC TERM SG8
8 elective courses corresponding to 60HEE (36 contact hours)Electif 2.4
- Programmation système sous linux et Windows
- Serious game
- Economie environnementale
Electif 2.5
- Systèmes d’exploitation
- Les radiocommunications
- Model based predictive control
Electif 2.6
- Systèmes embarqués et internet des objets
- Réalité virtuelle et augmentée
- Micro-grid
Electif C
- Mobilité et sciences humaines
Rennes campus
98
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ACADEMIC TERM SG8
Rennes campus
99
Optimisation
Compilation Analyse 2D Energies renouvelables