Curriculum of the program in Electrical Engineering and Computer … · 2017-08-22 · • UML...

Curriculum of the programin Electrical Engineeringand Computer Science

Curriculum of the program in Electrical Engineering and ComputerScience

Copyright © 2017 Polytech Annecy-Chambéry

iii

Table of ContentsGlossary ....................................................................................................................................... 1Semester 5 ................................................................................................................................... 2

1. UE501 : Engineering Sciences TC1 ....................................................................................... 21.1. INFO501 - Number representation and algorithm design ................................................. 21.2. INFO502 - Data base ............................................................................................... 31.3. MATH501 - Mathematics for engineers ...................................................................... 3

2. UE502 : Engineering Sciences TC2 ....................................................................................... 32.1. EASI501 - Electrical Engineering ............................................................................... 32.2. MECA501 - Applied mechanics ................................................................................. 3

3. UE503 : Engineering Sciences IAI1 ...................................................................................... 33.1. EASI541 - Automation ............................................................................................. 43.2. PHYS541 - Materials properties ................................................................................. 43.3. PHYS542 - Electromagnetism ................................................................................... 4

4. UE504 : Human and Social Sciences and foreign language 1 ..................................................... 44.1. LANG501 - English ................................................................................................. 44.2. SHES501 - Sport ..................................................................................................... 44.3. SHES503 - Sustainable development .......................................................................... 54.4. SHES504 - Communication ....................................................................................... 5

Semester 6 ................................................................................................................................... 61. UE601 : Applied physics and Mathematics ............................................................................. 6

1.1. MATH641 - Mathematics for engineers II ................................................................... 71.2. PHYS641 - Smart materials for instrumentation ............................................................ 71.3. PHYS642 - Applied optics and optical waveguiding ...................................................... 7

2. UE602 : Signal, System and Image ....................................................................................... 72.1. EASI641 - Signals and Systems ................................................................................. 72.2. EASI642 - Signal and Image Processing: basic operators ................................................ 72.3. MATH642 - Specialized Mathematics ......................................................................... 8

3. UE603 : Project-based learning and computer sciences 1 ........................................................... 83.1. INFO641 - Object Oriented Design and Programming .................................................... 83.2. INFO642 - Data bases and web technologies ................................................................ 83.3. PROJ641 - Problem Based Learning and Project Based Learning ..................................... 9

4. UE604 : Human and Social Sciences and foreign language 2 ..................................................... 94.1. LANG601 - English ................................................................................................. 94.2. SHES601 - Introduction to Accounting and Corporate Finance ........................................ 94.3. SHES602 - Introduction to Law ................................................................................. 9

Semester 7 .................................................................................................................................. 101. UE701 : Engineering Sciences IAI2 ..................................................................................... 10

1.1. EASI741 - Electronics for instrumentation: Basic essentials for engineers ......................... 111.2. EASI742 - Random Signals ..................................................................................... 111.3. MATH741 - Probability and Statistics ....................................................................... 11

2. UE702 : Engineering Sciences IAI3 ..................................................................................... 112.1. EASI743 - Data acquisition systems - Graphic programming ......................................... 112.2. EASI744 - Control theory ....................................................................................... 112.3. INFO743 - Computer network and distributed systems ................................................. 12

3. UE703 : Project-based learning and computer sciences 2 ......................................................... 123.1. INFO741 - Embedded Systems and Operating Systems ................................................. 123.2. INFO742 - Software Development Methods and Quality ............................................... 123.3. PROJ741 - Project Based Learning ........................................................................... 12

4. UE704 : Human and Social Sciences and foreign language 3 .................................................... 134.1. LANG701 - English ............................................................................................... 134.2. LANG702 - Foreign languages (above Toeic level) ...................................................... 134.3. SHES703 - Professional resources and dynamics ......................................................... 134.4. SHES704 - Creativity and innovation management ...................................................... 13

Semester 8 .................................................................................................................................. 151. UE801 : Automation and Image .......................................................................................... 15

Curriculum of the program in Electrical Engineering and Computer Science

iv

1.1. EASI842 - Image analysis and computer vision ........................................................... 151.2. EASI843 - Distributed Automation ........................................................................... 161.3. EASI844 - Models of Discrete Event Systems and Applications ..................................... 16

2. UE802 : Instrumentation .................................................................................................... 162.1. EASI841 - Sensors, Instrumentation and Measurement ................................................. 162.2. PHYS841 - Experimental Physics ............................................................................. 16

3. UE803 : Internship ........................................................................................................... 163.1. PROJ801b - Engineering assistant internship .............................................................. 163.2. PROJ841 - Project Based Learning ........................................................................... 17

4. UE804 : Human and Social Sciences and foreign language 4 .................................................... 174.1. LANG801 - English ............................................................................................... 174.2. LANG802 - Foreign languages (above Toeic level) ...................................................... 174.3. SHES802 - Integrated Management System QSE (Quality Safety Environment) ................. 184.4. SHES803 - Organization theory ............................................................................... 18

Semester 9 .................................................................................................................................. 191. UE901 : Ingineering Sceinces IAI4 ...................................................................................... 19

1.1. EASI941 - Wireless systems, wireless sensors ............................................................ 191.2. EASI943 - Software sensors .................................................................................... 201.3. INFO941 - Embedded Systems 2 .............................................................................. 20

2. UE902 : Information processing .......................................................................................... 202.1. EASI942 - 3D Imaging Technology : principles, methods, applications ............................ 202.2. INFO942 - Machine learning and data mining ............................................................ 202.3. PROJ942 - Information processing project ................................................................. 21

3. UE903 : Project-base learning, automation and supervision ...................................................... 213.1. EASI944 - Advanced Control of Continuous Systems .................................................. 213.2. INFO943 - Supervision ........................................................................................... 213.3. PROJ943 - Project Based Learning ........................................................................... 21

4. UE904 : Professional organizations ..................................................................................... 224.1. LANG901 - English ............................................................................................... 224.2. LANG902 - Foreign languages (above Toeic level) ...................................................... 224.3. PROJ901 - R et D Project ....................................................................................... 224.4. SHES901 - Management ......................................................................................... 22

Semester 10 ................................................................................................................................ 241. UE001 : Internship ........................................................................................................... 24

1.1. PROJ1001 - Engineering Internship .......................................................................... 24

1

Glossary

Program

IAI Instrumentation, Automatic control, Computer science

Course codes

EASI Electrical engineering and signal processing

INFO Computer science

LANG Foreign languages

MATH Mathematics

MECA Mechanical

PHYS Physics

PROJ Projects and internships

SHES Humanities and social sciences

General terms

CC Continuous examination

ET Final examination

TC Common course

TD Exercices

TP Labs

UE Program unit

2

Semester 5

UE ECTS Module Course name Class (h) Exer. (h) Lab. (h) Weight Examination

UE501 : En-gineeringSciences

TC1

7.5 INFO501 Number repre-sentation and al-gorithm design

12 10.5 16 3 CT(0,7) + TP(0,3)

INFO502 Data base 6 4.5 12 1.5 CT(0,7) + TP(0,3)

MATH501 Mathematicsfor engineers

21 19.5 3 2-4 CC


TC2

6 EASI501 ElectricalEngineering

13.5 15 12 3 CI(0,2) + CT(0,5)+ TP(0,3)

MECA501 Appliedmechanics

16.5 24 3 CI(0,3) + CT(0,7)


IAI1

9 EASI541 Automation 7.5 12 20 3 2-4 CC(70)+ TP(0,3)

PHYS541 Materialsproperties

20 12 8 3 2-4 CC (0,2) +CT(0,6) + TP(0,2)

PHYS542 Electromagnetism 17 15 8 3 CT(0,7) + TP(0,3)

UE504 : Hu-man and So-cial Sciencesand foreignlanguage 1

7.5 LANG501 English 40.5 3 CC

SHES501 Sport 21 1.5 2-4 CC

SHES503 Sustainabledevelopment

13 7.5 1.5 CC(0,5) + ET(0,5)

SHES504 Communication 1.5 6 12 1.5 TP

1. UE501 : Engineering Sciences TC11.1. INFO501 - Number representation and algorithm design

Class (h) Exer. (h) Lab. (h) Weight Examination

12 10.5 16 3 CT(0,7) + TP(0,3)

Language(s) for the course

• French

Course description

This course will introduce you to some of the key features of computer systems. A first part of this course presentsthe numeration and a second part is dedicated to the implementation of algorithms.

Semester 5

3

1.2. INFO502 - Data base


6 4.5 12 1.5 CT(0,7) + TP(0,3)


• French

Course description This course will introduce you to some of the key features of relational databases. The practical classes will beapplied to both general and professional issues.

• UML Entity Relationship Diagram (ERD)

• Relational Model (RM) and algebra

• SQL

1.3. MATH501 - Mathematics for engineers


21 19.5 3 2-4 CC


• French

Course descriptionThis course aims to give the basic concepts in analysis useful for engineering sciences

2. UE502 : Engineering Sciences TC22.1. EASI501 - Electrical Engineering


13.5 15 12 3 CI(0,2) + CT(0,5)+ TP(0,3)


• French

Course description

Basics of electrical engineering, transient operations, direct and alternative currents.2.2. MECA501 - Applied mechanics


16.5 24 3 CI(0,3) + CT(0,7)


• French• English

Course description

The course "Applied mechanics" leads (i) to acquire basic knowledge of continuum mechanics, (ii) to analyze thestate of solicitations (stress, strain, plasticity criterion) of simple structures and (iii) to solve simple problems ofcontinuum mechanics.

It is composed of:

• statics of non-deformable solids: 2D application,

• the states of stress and strain,

• the elastic and isotropic behavior law,

• the general equations of continuous media and the methods of resolution,

• criteria of plasticity and sizing.

3. UE503 : Engineering Sciences IAI1

Semester 5

4

3.1. EASI541 - Automation


7.5 12 20 3 2-4 CC(70) + TP(0,3)


• French

Course descriptionProduction lines in factories or energy management in habitats possess numerous and varied automated systems.This course deals with the basic elements required for modeling, analysis, control and implementation of automatedsystems.

3.2. PHYS541 - Materials properties


20 12 8 3 2-4 CC (0,2) +CT(0,6) + TP(0,2)


• French

Course description

The course begins with general concepts concerning the structure of materials and then discusses models describingtheir electrical and thermal properties. It also provides notions of heat transfer between materials.

3.3. PHYS542 - Electromagnetism


17 15 8 3 CT(0,7) + TP(0,3)


• French

Course description

Fundamental principles explaining the presence of electric and magnetic fields are described. These principlesallow to explain the propagation of electromagnetic waves and their use for information transmission (opticalfiber, wire cables, waveguide, etc ...).

4. UE504 : Human and Social Sciences and foreign language 14.1. LANG501 - English


40.5 3 CC


• English

Course description

This course aims at training our engineering students to obtain a minimum score of 785/990 in the TOEIC test(« Test of English for International Communication ») as required by the CTI (the accredited French NationalInstitution supervising the award of engineering degrees. Our students are also trained to improve in all fourlanguage skills (listening, reading, writing and speaking) on a variety of (everyday life and professional) topicsvia the news, videos, oral presentations, mock interviews, debates, writing assignments, etc...

The students are evaluated through continuous assessment.4.2. SHES501 - Sport


21 1.5 2-4 CC

Semester 5

5


• French

Course descriptionThis course is based on the practice of physical and sports activities and has two axes.

On the one hand, it allows the students to acquire know-how for the sports activities and to put forward theirsocial skills, qualities required for their insertion and their professional success. This axis is based on the valuesconveyed by the various sports activities and their diversified modes of practice.

On the other hand, it allows the students to acquire collective skills in the realization of a project and the manage-ment of a group and also to develop their individual capacities of adaptation and regulation. This axis examinesthe collective organization and the implementation of a sports event on a session.

4.3. SHES503 - Sustainable development


13 7.5 1.5 CC(0,5) + ET(0,5)


• French

Course description

This course aims to educate engineering students to the issue of sustainable development and its integration inenterprises' policy and enable them to take control of this aspect in their professional life.

4.4. SHES504 - Communication


1.5 6 12 1.5 TP


• French

Course descriptionThis course enables students:

• to project themselves into their future career,• to measure the importance of communication in their engineering mission and to acquire bases (both oral and

written).

6

Semester 6


UE601 :Applied

physics andMathematics

7.5 MATH641 Mathematicsfor engineers II

18 18 2.5 2-4 CC(0,5)+ CT(0,5)

PHYS641 Smart mate-rials for in-

strumentation

21 15 2.5 CT

PHYS642 Applied op-tics and opticalwaveguiding

14.5 13.5 8 2.5 CT(0,7) + TP(0,3)

UE602 :Signal,System

and Image

7.5 EASI641 Signals andSystems

12 12 12 2.5 CT(0,7) + TP(0,3)

EASI642 Signal and ImageProcessing: ba-

sic operators

13.5 13.5 9 2.5 CT(0,7) + TP(0,3)

MATH642 SpecializedMathematics

18 18 2.5 CT

UE603 :Project-

based learn-ing and

computersciences 1

9 INFO641 Object Orient-ed Design andProgramming

9 9 24 2.5 2-4 CC(0,2) +CT(0,5) + TP(0,3)

INFO642 Data bases andweb technologies

8.5 7.5 28 2.5 2-4 CC(0,7)+ TP(0,3)

PROJ641 Problem BasedLearning andProject Based

Learning

24 4 CC (Rapport, sou-tenance, pratique)


6 LANG601 English 40.5 3 CC

SHES601 Introduction toAccounting and

Corporate Finance

10.5 9 1.5 2-4 CC

SHES602 Introduc-tion to Law

15 4.5 1.5 CT

1. UE601 : Applied physics and Mathematics

Semester 6

7

1.1. MATH641 - Mathematics for engineers II


18 18 2.5 2-4 CC(0,5) + CT(0,5)


• French

Course description

This course is divided into four parts:

• Linear algebra supplements , matrices reductions• Euclidean and Hermitian spaces• Sequences and series of functions, different types of convergence• Integral transforms (Laplace and Fourier)

1.2. PHYS641 - Smart materials for instrumentation


21 15 2.5 CT


• French

Course description

This course describes the specific properties of smart materials used in sensors, actuators and mechatronic devices.Physical phenomena involved in these materials, description of behavior models, physical properties, and appli-cations are explained.

1.3. PHYS642 - Applied optics and optical waveguiding


14.5 13.5 8 2.5 CT(0,7) + TP(0,3)


• French

Course description

This course provides the fundamentals of geometrical and wave optics to describe optical-based communicationsystems. The matrix formalism and numerical modeling are introduced in order to give the future engineer reliabletechniques for a quick and simple description/assessment of an optical system.

2. UE602 : Signal, System and Image2.1. EASI641 - Signals and Systems


12 12 12 2.5 CT(0,7) + TP(0,3)


• French

Course descriptionAt the end of this course, the student should be able to represent a dynamic system, in continuous time or discretetime, by a transfer function, as well as to characterize main properties of a system known by a model of transferfunction type. The particular case of sinusoidal excitation is treated by Bode (gain and phase) locus.

2.2. EASI642 - Signal and Image Processing: basic operators


13.5 13.5 9 2.5 CT(0,7) + TP(0,3)


• French

Semester 6

8

Course description

The aim of this course is an introduction to linear filtering operators, segmentation operators and compressiontechniques for both 1D and 2D signals. It includes:

- temporal representation of deterministic signals

- representation of deterministic signals in the frequency domain

- analog filtering

- digital signals: modelling and filtering

- 2D signals and images2.3. MATH642 - Specialized Mathematics


18 18 2.5 CT


• French

Course descriptionThis course provides essential mathematical concepts for the understanding and representation of analog and dig-ital signals in the spatial and frequency domain based on the distributions theory. It allows students to better un-derstand and manipulate signals and phenomena that cannot be represented by classical functions (pulses, Fouriertransforms of periodic signals ...). This teaching also provides the mathematical tools necessary for the study ofdiscrete signals (Z Transform, Discrete Fourier Transform ...) and the bases of optimization methods.

3. UE603 : Project-based learning and computer sciences 13.1. INFO641 - Object Oriented Design and Programming


9 9 24 2.5 2-4 CC(0,2) +CT(0,5) + TP(0,3)


• French

Course descriptionThis course presents the basic concepts of the object oriented approach for software systems. It addresses bothobject oriented design and object oriented programming. The Java programming language is used as a support.

3.2. INFO642 - Data bases and web technologies


8.5 7.5 28 2.5 2-4 CC(0,7) + TP(0,3)


• French

Course descriptionThe aim of this course is to teach students how to design and realize web-based applications. First, data conceptualmodeling and concrete implementation into databases are addressed. Then, web technologies are tackled to designweb pages able to interact with the databases. With this class, students will be able to:

• design medium size three-tier web applications,

• organize data using entity-association models and translate these conceptual models into relational databases,

• access the information through a web server and design web interfaces for presenting and manipulating theinformation,

• use current technologies such as PostGres DBMS, SQL, PHP, CSS, HTML, Javascript.

Prerequisites: it is necessary to have basic knowledge in programming (algorithms) and in databases (relationalmodel representation).

Semester 6

9

3.3. PROJ641 - Problem Based Learning and Project Based Learning


24 4 CC (Rapport, sou-tenance, pratique)


• French

Course description

Problem Based and Project Based Learning (PBL) is implemented here firstly to develop the skills of engineeringstudents acquired in their studies and secondly to acquire additional skills in topics for the future:

• Intelligent building automation• Renewable energy management: photovoltaic, wind & others• Image processing for environmental observation• Service Robotics

These topics are the thread of PBL activities and are spread over 3-5 semesters with one module per semester. Thework is done in teams (between 4 and 7 engineering students) in all semesters.



40.5 3 CC


• English

Course description

This course aims at training our engineering students to obtain a minimum score of 785/990 in the TOEIC test(« Test of English for International Communication ») as required by the CTI (the accredited French NationalInstitution supervising the award of engineering degrees. Our students are also trained to improve in all fourlanguage skills (listening, reading, writing and speaking) on a variety of (everyday life and professional) topicsvia the news, videos, oral presentations, mock interviews, debates, writing assignments, etc...The students are evaluated through continuous assessment.

4.2. SHES601 - Introduction to Accounting and Corporate Finance


10.5 9 1.5 2-4 CC


• French

Course description

The objective of this course is to acquire the basics of financial management.4.3. SHES602 - Introduction to Law


15 4.5 1.5 CT


• French

Course description

The objective of this course is to obtain a basic understanding of law

10

Semester 7



IAI2

7.5 EASI741 Electronics forinstrumentation:Basic essentials

for engineers

12 12 12 2.5 2-4 CC

EASI742 Random Signals 12 12 12 2.5 CT(0,7) + TP(0,3)

MATH741 Probabilityand Statistics

18 18 2.5 2-4 CC(0,5)+ ET(0,5)


IAI3

7.5 EASI743 Data acquisitionsystems - Graph-ic programming

4.5 0 32 2.5 2-4 CC

EASI744 Control theory 7.5 9 20 2.5 CT(0,5) + TP(0,5)

INFO743 Computer net-work and dis-

tributed systems

12 3 20 2.5 CT(0,6) + TP(0,4)

UE703 :Project-

based learn-ing and

computersciences 2

9 INFO741 Embedded Sys-tems and Oper-ating Systems

9 3 24 2.5 CT(0,4) + TP(0,6)

INFO742 Software Devel-opment Meth-

ods and Quality

12.5 7.5 16 2.5 2-4 CC(0,4) +CT(0,3) + TP(0,3)

PROJ741 Project BasedLearning

24 4 Rapport + soute-nance + pratique



LANG702 Foreign lan-guages (aboveToeic level)

30 3 CC

SHES703 Profession-al resources

and dynamics

10.5 16 1.5 2-4 CC(0,5)+ rapport +soutenance

stage 3A (0,5)

SHES704 Creativity andinnovation

management

12 13.5 1.5 CC (0,2) + rapport+ soutenance( 0,8)

1. UE701 : Engineering Sciences IAI2

Semester 7

11

1.1. EASI741 - Electronics for instrumentation: Basic essentials for engi-neers


12 12 12 2.5 2-4 CC


• French

Course description

The goal of the classes is to obtain the notions that would allow to choose, design and make basic electronic circuitsfor general purpose instrumentation

1.2. EASI742 - Random Signals


12 12 12 2.5 CT(0,7) + TP(0,3)


• French

Course description

At the end of this module, students are able:

• to define the properties of a random process, understand the ergodicity theorem• explain estimators of statistical properties of a numeric random process (autocorrelation, spectral density, ...)• illustrate by some applications such as optimal filtering, detection, estimation, ...

1.3. MATH741 - Probability and Statistics


18 18 2.5 2-4 CC(0,5) + ET(0,5)


• French

Course description

This course describes the main notions of probability and useful statistics in engineering sciences to know how touse them to model concrete situations, design experiments and interpret the results.

2. UE702 : Engineering Sciences IAI32.1. EASI743 - Data acquisition systems - Graphic programming


4.5 0 32 2.5 2-4 CC


• French

Course description

Structure and operating principle of ADC and DAC converters. Architecture, performance and programming ofdata acquisition systems with a graphic language (LabView).

2.2. EASI744 - Control theory


7.5 9 20 2.5 CT(0,5) + TP(0,5)


• French

Course description

Stability and control of dynamic systems

Semester 7

12

2.3. INFO743 - Computer network and distributed systems


12 3 20 2.5 CT(0,6) + TP(0,4)


• French• French with documents in english

Course descriptionThis course provides the fundamental concepts needed to understand computer networks and the deployment ofapplications and distributed systems. The course begins with an introduction to the archictecture of the Internetand to the notions of application protocols. The transport protocols will be presented as well as the structure of IPaddressing. The sockets interface will be presented as well as the notion of middleware. Distributed algorithms willbe introduced with concrete application examples. This will provide the essential bases for application deploymentin networks and distributions.

3. UE703 : Project-based learning and computer sciences 23.1. INFO741 - Embedded Systems and Operating Systems


9 3 24 2.5 CT(0,4) + TP(0,6)


• French

Course descriptionThis course aims to present the characteristics of embedded systems. Hardware and software aspects are addressedin a systems approach. Important concepts related to the management of embedded systems are discussed andapplied in a mini-project (Input-Output, interruptionss, CPU time sharing, multi-threading, operating system kernelfeatures ...).

3.2. INFO742 - Software Development Methods and Quality


12.5 7.5 16 2.5 2-4 CC(0,4) +CT(0,3) + TP(0,3)



Course descriptionThis course includes an introduction to software development process models (waterfall, evolutionary, agile, etc.),software quality, quality-related standards (ISO, CMM), best practices and design patterns for maintainable soft-ware, software testing techniques for reliable software. At the end of the course, students must be able to:

• integrate the quality dimension into their engineering processes,• design software while taking into account functional and non functional properties,• design and implement a testing process with suitable test cases and relevant result analysis.

3.3. PROJ741 - Project Based Learning


24 4 Rapport + soute-nance + pratique


• French

Course description


Semester 7

13

• Intelligent building automation

• Renewable energy management: photovoltaic, wind & others

• Image processing for environmental observation

• Service Robotics

These topics are the thread of PBL activities and are spread over 3-5 semesters with one module per semester. Thework is done in teams+ (between 4 and 7 engineering students) in all semesters.<xml></xml>



40.5 3 CC


• English

Course description

This course aims at training our engineering students to obtain a minimum score of 785/990 in the TOEIC test(« Test of English for International Communication ») as required by the CTI (the accredited French NationalInstitution supervising the award of engineering degrees).

Our students are also trained to improve in all four language skills (listening, reading, writing and speaking) ona variety of (everyday life and professional) topics via the news, videos, oral presentations, mock interviews,debates, writing assignments, etc...

The students are evaluated through continuous assessment.4.2. LANG702 - Foreign languages (above Toeic level)


30 3 CC


• French• French with documents in english• English

Course description

A 15-hour course in English: Culture, civilisation and language.

And a 15-hour course in a second foreign language in:

• Spanish, German et Italian at Chambéry and Annecy (no beginners).

• Chinese et Japanese at Annecy (beginners accepted)

4.3. SHES703 - Professional resources and dynamics


10.5 16 1.5 2-4 CC(0,5) + rapport +soutenance stage 3A (0,5)


• French

Course description The objective of the module is to lead the students towards a better self-knowledge in order for them to be ableto present themselves efficiently when they're looking for a job or a trainee .

4.4. SHES704 - Creativity and innovation management


12 13.5 1.5 CC (0,2) + rapport+ soutenance( 0,8)

Semester 7

14


• French

Course description

This module aims to introduce the students to corporate strategy, and thus enable them to be able to understandthe current major corporate orientations. The emergence of new competitive practices based on externalizationperspectives or cooperation through partnership training in order to share the risks and costs will be studied.

15

Semester 8


UE801 :Automationand Image

7.5 EASI842 Image analy-sis and com-puter vision

15 13.5 12 2.5 CT(0,7) + TP(0,3)

EASI843 DistributedAutomation

40 2.5 CC

EASI844 Models of Dis-crete Event

Systems andApplications

9 19.5 12 2.5 2-4 CC(0,7)+ TP(0,3)

UE802 :Instru-

mentation

5 EASI841 Sensors, Instru-mentation andMeasurement

10 10.5 20 2.5 2-4 CC(0,4)+ TP(0,6)

PHYS841 Experimen-tal Physics

4.5 36 2.5 CT(0,7) + TP(0,3)

UE803 :Internship

11.5 PROJ801b Engineering as-sistant internship

1.5 6 Rapport écrit etsoutenance orale


40 5.5 Rapport + Soute-nance + Pratique




30 3 CC

SHES802 Integrated Man-agement Sys-

tem QSE (Qual-ity Safety En-

vironment)

9 10.5 1.5 2-4 CC

SHES803 Organiza-tion theory

10.5 9 1.5 CC

1. UE801 : Automation and Image1.1. EASI842 - Image analysis and computer vision


15 13.5 12 2.5 CT(0,7) + TP(0,3)


• French

Course descriptionIn this course, the students deepen the basic knowledge of image processing introduced in EASI642, by usingthe specialized mathematics (MATH642) and random signal (EASI742) notions acquired in the monodimentionalcase. It includes two parts: the first one is dedicated to image analysis methods (segmentation, classification...)

Semester 8

16

and the second one to computer vision issues with an introduction to image correlation and 3D modelling bysterovision and inversion.

1.2. EASI843 - Distributed Automation


40 2.5 CC


• French

Course description

Since automated systems have been based on computers, their structures have changed greatly to become distrib-uted. This course introduces the main elements necessary to analyze, model and implement these distributed au-tomated systems.

1.3. EASI844 - Models of Discrete Event Systems and Applications


9 19.5 12 2.5 2-4 CC(0,7) + TP(0,3)


• French

Course description

This course introduces Discrete Event Systems (DES), their various modelling paradigms and the main interestsof these models (communication, verification, control, etc.).

2. UE802 : Instrumentation2.1. EASI841 - Sensors, Instrumentation and Measurement


10 10.5 20 2.5 2-4 CC(0,4) + TP(0,6)


• French

Course description

The aim of this teaching is to know and control the operation principles of main sensor types and associatedconditioning electronic devices. It also aims to be able to choose a sensor for a given application.

2.2. PHYS841 - Experimental Physics


4.5 36 2.5 CT(0,7) + TP(0,3)


• French

Course description

This module consists of a series of practical classes to deepen and apply the knowledge covered in the previousmodules. Some practical classes are also an opportunity to work on characterization devices used in industry.Students are expected to report their work in a manipulation notebook. The results should be presented in a logicalway , with scientific rigor and critical thinking.

3. UE803 : Internship3.1. PROJ801b - Engineering assistant internship


1.5 6 Rapport écrit etsoutenance orale

Semester 8

17


• French

Course descriptionThe 4th year internship is an application internship in a professional environment such as a technician or assistantengineer. The engineering student will be responsible for a specific study, the development or adaptation of newtechniques or methods. This training period will be carried out in a company or organization whose activity isrepresentative of the chosen specialty.



40 5.5 Rapport + Soute-nance + Pratique


• French

Course descriptionProblem Based and Project Based Learning (PBL) is implemented here firstly to develop the skills of engineeringstudents acquired in their studies and secondly to acquire additional skills in topics for the future:





These topics are the thread of PBL activities and are spread over 3-5 semesters with one module per semester. Thework is done in teams+ (between 4 and 7 engineering students) in all semesters.



40.5 3 CC


• English

Course description

This course aims at training our engineering students to obtain a minimum score of 785/990 in the TOEIC test(« Test of English for International Communication ») as required by the CTI (the accredited French NationalInstitution supervising the award of engineering degrees).

Our students are also trained to improve in all four language skills (listening, reading, writing and speaking) ona variety of (everyday life and professional) topics via the news, videos, oral presentations, mock interviews,debates, writing assignments, etc...

The students are evaluated through continuous assessment.4.2. LANG802 - Foreign languages (above Toeic level)


30 3 CC



Course description



Semester 8

18

• Spanish, German et Italian at Chambéry and Annecy (no beginners).• Chinese et Japanese at Annecy (beginners accepted)

4.3. SHES802 - Integrated Management System QSE (Quality Safety Environ-ment)


9 10.5 1.5 2-4 CC


• French

Course description

The students must be aware that the quality management system, the environmental management system and theoccupational health and safety management system are today inescapable in the company. It is thus necessaryfor them to have sufficient knowledge of these systems to take them into account and integrate them into theirengineer's job.

4.4. SHES803 - Organization theory


10.5 9 1.5 CC


• French

Course description

The content of this course is deliberatley descriptive and follows a very clear chronology. The programme retracesthe beginnnings of organization management from the end of the XIXth century to today. The course thus analyzesthe main theories, reasearch and managerial progress made during the development of companies.

This module is divided into three main themes :

• The foundations of organization management (traditional approach and school of human relations);• The concept of organizational structure using, for example, the works of Mintzberg which highlight the oppor-

tunities and constraints in terms of design, coordination and layout of a company;• Organizational behavior with the notions of performance, diversity, conflict,negotiation, stress...

This is a basic course in the domain of management. Students can obtain a global overview of company manage-ment and thus understand the ins and outs.

19

Semester 9


UE901 :Ingineering

SceincesIAI4

6 EASI941 Wireless systems,wireless sensors

7.5 9 20 2 CT(0,5) + TP(0,5)

EASI943 Software sensors 13.5 13.5 8 2 CI(0,2) + CT(0,5)+ TP(0,3)

INFO941 EmbeddedSystems 2

9 3 24 2 CT(0,4) + TP(0,6)

UE902 :Informationprocessing

6 EASI942 3D Imaging Tech-nology : princi-ples, methods,applications

13.5 10.5 12 2 CT(0,7) + TP(0,3)

INFO942 Machine learningand data mining

12 7.5 16 2 2-4 CC(0,3) +CT(0,3) + TP(0,4)

PROJ942 Information pro-cessing project

36 2 Rapport +soutenance

UE903 :Project-

base learn-ing, automa-tion and su-pervision

8 EASI944 Advanced Con-trol of Contin-uous Systems

12 12 12 2 CI(0,2) + CT(0,5)+ TP(0,3)

INFO943 Supervision 3 9 24 2 2-4 CC


24 4 Pratique + rap-port + soutenance

UE904 :Profession-

al orga-nizations

10 LANG901 English 40.5 2.5 CC


30 2.5 CC

PROJ901 R et D Project 40 6 Pratique + Rap-port + Soutenance

SHES901 Management 15 7.5 1.5 2-4 CC

1. UE901 : Ingineering Sceinces IAI41.1. EASI941 - Wireless systems, wireless sensors


7.5 9 20 2 CT(0,5) + TP(0,5)


• French

Semester 9

20

Course description

This course aims to develop and make wireless sensors. It includes the sensor itself, the conditioning circuit, theenergy source, a communication module and the embedded intelligence.

1.2. EASI943 - Software sensors


13.5 13.5 8 2 CI(0,2) + CT(0,5)+ TP(0,3)


• French

Course descriptionThe objective consists of getting an indirect measurement of dynamic variables using appropriate models of thesystem, namely state-space representation, and observer design. This allows the implementation of state feedbackcontrollers, and the analysis of fault detection and isolation.

1.3. INFO941 - Embedded Systems 2


9 3 24 2 CT(0,4) + TP(0,6)



Course descriptionThis course deals with the running of the different technologies for the embedded systems like DSP and FPGA.It also presents the principles of the real-time and multi-task programming. This course finishes with the imple-mentation from technical specifications of a real-time embedded system.

2. UE902 : Information processing2.1. EASI942 - 3D Imaging Technology : principles, methods, applications


13.5 10.5 12 2 CT(0,7) + TP(0,3)


• English

Course description

This course mainly addresses: acquisition, reconstruction, segmentation and analysis of 3D images acquired bymeans of X-ray tomography. Examples are given in the field of industrial control as well as medical imaging.Case studies are presented by industrialists and research engineers from XRware Company or ESRF. A visit ofthe facilities of RX-solutions (a SME manufacturing tomographs) is organized in parallel to the course.

2.2. INFO942 - Machine learning and data mining


12 7.5 16 2 2-4 CC(0,3) +CT(0,3) + TP(0,4)



Course description

This course provides a broad introduction to machine learning and data mining methods for building models fromdata. The main issue of data mining consists of discovering interesting structures or patterns in data sets. One keytask is the discovery of knowledge that is useful to design intelligent tools or to understand complex systems. Thedata mining process involves methods at the intersection of statistics, computer science, artificial intelligence, …,and is today exploited in many fields of activities.

Semester 9

21

2.3. PROJ942 - Information processing project


36 2 Rapport + soutenance


• French

Course description

This aim of this module is to develop an information (images, videos, ...) processing application running on a tablet.

3. UE903 : Project-base learning, automation and supervision3.1. EASI944 - Advanced Control of Continuous Systems


12 12 12 2 CI(0,2) + CT(0,5)+ TP(0,3)


• French

Course descriptionThe main objectives of this course are:

• the design of state space models for multi-input multi-output systems• the analysis of main properties of the system (at least locally)• the simulation of their dynamic behavior with appropriate software such as Matlab• the implementation of rapid prototyping tools for test of control schemes

3.2. INFO943 - Supervision


3 9 24 2 2-4 CC


• French

Course description

This course addresses the notions and concepts related to information and control systems of production of goodsor service companies.

The first part aims to present the current architectures of information systems, especially for industrial organiza-tions (Enterprise Service BUS (ESB), ERP (Enterprise Resource Planning), MES (Manufacturing Execution Sys-tem) and Supervision).

The second part deals with real-time access to production data, mainly with the communication standard OPC.Organization and operation of the Client-Server network architecture is detailed through learning by problemscenarios.

The third part consists of designing applications for the supervision of industrial processes. The goal is to monitorand supervise various applications and architectures in real time.



24 4 Pratique + rap-port + soutenance


• French

Course description


Semester 9

22





These topics are the thread of PBL activities and are spread over 3-5 semesters with one module per semester. Thework is done in teams+ (between 4 and 7 engineering students) in all semesters.

4. UE904 : Professional organizations4.1. LANG901 - English


40.5 2.5 CC


• English

Course description Our students are trained to enter the professional world where it is essential to be able to work in English. All fourlanguage skills (listening and reading, writing and speaking) are regularly practised. Our students are placed inlearning contexts and situations where they can keep fine tuning their comprehension and communication skills,through role plays and debates, mock interviews, professional projects...,etc.

4.2. LANG902 - Foreign languages (above Toeic level)


30 2.5 CC



Course description



• Spanish, German et Italian at Chambéry and Annecy (no beginners).

• Chinese and Japanese at Annecy (beginners accepted)

4.3. PROJ901 - R et D Project


40 6 Pratique + Rap-port + Soutenance


• French

Course description

This work consists of a detailed study concerning:

• a technological or industrial project on a topic given by an industrialist, allowing to analyze the activities ofresearch departments that are experimental, or using technology transfer ;

• a project based on research, proposed by an industrialist or a public/private laboratory, allowing for the initiationto a research process on a joint university-industriy topic ;

• a project based on the knowledge of industry which completes the specific courses on the subject.

4.4. SHES901 - Management


15 7.5 1.5 2-4 CC

Semester 9

23


• French

Course descriptionCourse description: This SHES course is made up of 2 independent modules : Management and Ethics. Theobjective of this module is to grasp the human and communication aspects of management and to develop thestudents' managerial assertion

24

Semester 10


UE001 :Internship

20 PROJ1001 EngineeringInternship

5 30 Soutenance, rap-port écrit, évalu-ation entreprise

1. UE001 : Internship1.1. PROJ1001 - Engineering Internship


5 30 Soutenance, rapport écrit,évaluation entreprise


• French

Course description

This course takes place in a company in which engineering students have one (or more) task (s) to achieve, close(s) to his future engineering function, integrating a project approach with technical, economic and social aspects.These aspects should be highlighted in the written and oral presentation of the course even if the engineeringstudent has not been the direct actor.

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Curriculum of the program in Electrical Engineering and Computer … · 2017-08-22 · • UML...

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