Study programme 2023-2024Français
Robotics and computer vision
Programme component of Master's in Mechanical Engineering (MONS) (day schedule) à la Faculty of Engineering

CodeTypeHead of UE Department’s
contact details
Teacher(s)
UI-M2-IRMECA-010-MCompulsory UEOLIVIER BryanF703 - Mécanique rationnelle, Dynamique et Vibrations
  • OLIVIER Bryan
  • VERLINDEN Olivier
  • GOSSELIN Bernard

Language
of instruction
Language
of assessment
HT(*) HTPE(*) HTPS(*) HR(*) HD(*) CreditsWeighting Term
  • Français
  • Anglais
Français, Anglais322800055.001st term

AA CodeTeaching Activity (AA) HT(*) HTPE(*) HTPS(*) HR(*) HD(*) Term Weighting
I-MRDV-099Industrial robotics1616000Q150.00%
I-ISIA-099Computer Vision1612000Q150.00%

Programme component

Objectives of Programme's Learning Outcomes

  • Mobilise a structured set of scientific knowledge and skills and specialised techniques in order to carry out mechanical engineering missions, using their expertise and adaptability.
    • Master and appropriately mobilise knowledge, models, methods and techniques specific to mechanical engineering.
    • Study a machine, equipment, system, method or device by critically selecting theories and methodological approaches, and taking into account multidisciplinary aspects.
    • Identify and discuss possible applications of new and emerging technologies in the field of mechanical engineering.
  • Communicate and exchange information in a structured way - orally, graphically and in writing, in French and in one or more other languages - scientifically, culturally, technically and interpersonally, by adapting to the intended purpose and the relevant public.
    • Argue to and persuade clients, colleagues, teachers and boards, both orally and in writing.
    • Select and use written communication methods and materials, graphically or orally, adapted to the intended purpose and the relevant public.
    • Use and produce scientific and technical documents (reports, plans, specifications, etc.) adapted to the intended purpose and the relevant public.

Learning Outcomes of UE

 - For AA I-MRDV-099 Industrial Robotics :
* Get acquainted with the fundamentals of robotics: geometry, kinematics, dynamics and control.
* Get an overview of the specific issues and challenges related to the application of robotics in the industry in terms of mechanical design, sensing, control and safety.
* Get an overview of robot programming.

- For AA I-ISIA-0xx Computer Vision :
* Develop image processing techniques, together with a critical analysis of the problem;
* Apply image analysis, segmentation and feature extraction techniques
* Apply classification and machine learning techniques (deep learning)
 

UE Content: description and pedagogical relevance

 - For AA I-MRDV-099 Industrial Robotics :
Introduction: industrial robots, the market.
* Robot Kinematics: degrees of freedom, 3D rigid-body kinematics reminders, direct and inverse geometric and kinematic models, Denavit-Hartenberg parameters, manipulability, differential kinematics.
* Robot Dynamics: equations of motion, contributions of inertia, gravity, friction, direct and inverse dynamic models of robots.
* Actuation: electrical motors in robotics, mechanical transmissions and sensors.
* Control of industrial robots: joint/operational space control, decentralized control, position/velocity feedback, feedforward compensation, gravity compensation, inverse dynamic control, force control.
* Trajectory planning
* Robots and industrial vision systems.

- For AA I-ISIA-0xx Computer Vision :
* Image Processing, Image acquisition; lowlevel processing, filtering, transforms; image segmentation and registration;
* Deep Learning


 

Prior Experience

Not applicable

Type of Teaching Activity/Activities

AAType of Teaching Activity/Activities
I-MRDV-099
  • Cours magistraux
  • Travaux pratiques
I-ISIA-099
  • Cours magistraux
  • Travaux pratiques
  • Projet sur ordinateur
  • Etudes de cas

Mode of delivery

AAMode of delivery
I-MRDV-099
  • Face-to-face
I-ISIA-099
  • Hybrid

Required Learning Resources/Tools

AARequired Learning Resources/Tools
I-MRDV-099Not applicable
I-ISIA-099Not applicable

Recommended Learning Resources/Tools

AARecommended Learning Resources/Tools
I-MRDV-099Not applicable
I-ISIA-099Not applicable

Other Recommended Reading

AAOther Recommended Reading
I-MRDV-099Not applicable
I-ISIA-099Not applicable

Grade Deferrals of AAs from one year to the next

AAGrade Deferrals of AAs from one year to the next
I-MRDV-099Authorized
I-ISIA-099Authorized

Term 1 Assessment - type

AAType(s) and mode(s) of Q1 assessment
I-MRDV-099
  • Oral examination - Face-to-face
I-ISIA-099
  • Written examination - Face-to-face

Term 1 Assessment - comments

AATerm 1 Assessment - comments
I-MRDV-099The evaluation will be based on 2 items:
- the workshop deliverables (20% of the mark);
- an oral examination (80% of the mark), for which the students may have their notes at hand during 30 minutes.
I-ISIA-099100% written exam, without course material, duration 2h.

Resit Assessment - Term 1 (B1BA1) - type

AAType(s) and mode(s) of Q1 resit assessment (BAB1)
I-MRDV-099
  • N/A - Néant
I-ISIA-099
  • N/A - Néant

Term 3 Assessment - type

AAType(s) and mode(s) of Q3 assessment
I-MRDV-099
  • Oral examination - Face-to-face
I-ISIA-099
  • Written examination - Face-to-face

Term 3 Assessment - comments

AATerm 3 Assessment - comments
I-MRDV-099Same as Q1.
Workshop marks are transferred.
I-ISIA-099100% written exam, without course material, duration 2h.
(*) HT : Hours of theory - HTPE : Hours of in-class exercices - HTPS : hours of practical work - HD : HMiscellaneous time - HR : Hours of remedial classes. - Per. (Period), Y=Year, Q1=1st term et Q2=2nd term
Date de dernière mise à jour de la fiche ECTS par l'enseignant : 15/05/2023
Date de dernière génération automatique de la page : 11/05/2024
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be