Study programme 2023-2024 | Français | ||
Robotics and computer vision | |||
Programme component of Master's in Mechanical Engineering (MONS) (day schedule) à la Faculty of Engineering |
Code | Type | Head of UE | Department’s contact details | Teacher(s) |
---|---|---|---|---|
UI-M2-IRMECA-010-M | Compulsory UE | OLIVIER Bryan | F703 - Mécanique rationnelle, Dynamique et Vibrations |
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Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Credits | Weighting | Term |
---|---|---|---|---|---|---|---|---|---|
| Français, Anglais | 32 | 28 | 0 | 0 | 0 | 5 | 5.00 | 1st term |
AA Code | Teaching Activity (AA) | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term | Weighting |
---|---|---|---|---|---|---|---|---|
I-MRDV-099 | Industrial robotics | 16 | 16 | 0 | 0 | 0 | Q1 | 50.00% |
I-ISIA-099 | Computer Vision | 16 | 12 | 0 | 0 | 0 | Q1 | 50.00% |
Programme component |
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Objectives of Programme's Learning Outcomes
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
AA | Type of Teaching Activity/Activities |
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I-MRDV-099 |
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I-ISIA-099 |
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Mode of delivery
AA | Mode of delivery |
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I-MRDV-099 |
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I-ISIA-099 |
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Required Learning Resources/Tools
AA | Required Learning Resources/Tools |
---|---|
I-MRDV-099 | Not applicable |
I-ISIA-099 | Not applicable |
Recommended Learning Resources/Tools
AA | Recommended Learning Resources/Tools |
---|---|
I-MRDV-099 | Not applicable |
I-ISIA-099 | Not applicable |
Other Recommended Reading
AA | Other Recommended Reading |
---|---|
I-MRDV-099 | Not applicable |
I-ISIA-099 | Not applicable |
Grade Deferrals of AAs from one year to the next
AA | Grade Deferrals of AAs from one year to the next |
---|---|
I-MRDV-099 | Authorized |
I-ISIA-099 | Authorized |
Term 1 Assessment - type
AA | Type(s) and mode(s) of Q1 assessment |
---|---|
I-MRDV-099 |
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I-ISIA-099 |
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Term 1 Assessment - comments
AA | Term 1 Assessment - comments |
---|---|
I-MRDV-099 | The 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-099 | 100% written exam, without course material, duration 2h. |
Resit Assessment - Term 1 (B1BA1) - type
AA | Type(s) and mode(s) of Q1 resit assessment (BAB1) |
---|---|
I-MRDV-099 |
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I-ISIA-099 |
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Term 3 Assessment - type
AA | Type(s) and mode(s) of Q3 assessment |
---|---|
I-MRDV-099 |
|
I-ISIA-099 |
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Term 3 Assessment - comments
AA | Term 3 Assessment - comments |
---|---|
I-MRDV-099 | Same as Q1. Workshop marks are transferred. |
I-ISIA-099 | 100% written exam, without course material, duration 2h. |