Smart Systems - 5EU9SSY1

Number of hours
- Lectures 20.0
- Projects -
- Tutorials -
- Internship -
- Laboratory works 44.0
ECTS
ECTS 5.0

Goal(s)

Students will be able to:

explain the new challenges posed by renewable energies, electric vehicles and energy storage for traditional power grids.
identify the economic and reliability requirements that power grids must meet as part of a sustainable energy transition.
describe the technologies and methods associated with Smart Grids and Smart Cities.
analyze the contribution of intelligent systems to the control, optimization and supervision of modern power grids.

More specifically, he/she will be able to :

explain the fundamental principles of machine learning and their application to energy systems
implement and evaluate machine learning algorithms in a Smart Grid or Smart City context
explain the key concepts related to Big Data and their importance in Smart Grid management
exploit massive datasets to extract useful information for supervision or decision-making in Smart Grids
describe how a SCADA system works and its role in power grid supervision.
design or interpret SCADA architectures adapted to Smart Grid requirements
identify and integrate home automation solutions within the framework of an intelligent building
design energy management scenarios on a housing scale using home automation equipment

Responsible(s)

Benoit DELINCHANT

Content(s)

This unit (20hCM + 40hBE) consists of 4 modules:
• Machine learning (4h CM + 16h BE), 2 eval BE
• Big Data (8h CM + 4h BE), eval DS + eval BE
• Electrical grid supervision / SCADA (8h CM + 4h BE), eval DS + eval BE
• Home Automation (16h BE), eval BE

Prerequisites

basic of data science, python programming and electrical engineering

Test

Session normale / 1st session
Evaluation rattrapable (ER) / ER assessment: examen écrit de 2h / 2 hours of written exam on SCADA and Big Data courses

Session de rattrapage / 2nd session
La note obtenue remplace la note de ER. Le contrôle continu n'est pas rattrapable./ Another written exam will replace the first one (ER). No retake for EN.

Session 1 : ET 50 % + CC 50%
Session 2 : ET 50 % + CC 50%(report de S1)

The exam is given in english only