Smart grids technologies
EE-472
This file is part of the content downloaded from Smart grids technologies.
17-21 February
Module 1: Modern monitoring of smart grids via phasor measurement units
Monday 17 February
Lecture from 9:15 to 12:00 in Room INR 219
Lecture 1.1 on Synchrophasor Fundamentals (prof. M. Paolone)
Friday 21 February
Lecture from 11:15 to 13:00 in Room INM 10
Lectures 1.2 and 1.3 on
DFT, Aliasing, and Spectral Leakage (prof. M. Paolone)
TAs: César García Veloso (cesar.garciaveloso@epfl.ch), Simone Rametti (simone.rametti@epfl.ch)
- Course Introduction (File)
- Lecture 1.1 - Synchrophasors fundamentals: summary of the FT and DFT (File)
- Zoom video - Introduction and lecture 1.1 (URL)
- Lecture 1.2 - Recall on DFT and aliasing (File)
- Lecture 1.3 - Recall on DFT and spectral leakage (File)
- Zoom video - Lectures 1.2 and 1.3 (URL)
- Lab Sessions Software: VDI Installation Instructions (File)
24 - 28 February
Module 1: Modern monitoring of smart grids via phasor measurement units
Monday 24, February
Lab from 9:15
to 12:00 in Room INR 219
Lab 1.1 on DFT, Aliasing and Windowing
TAs: César García Veloso (cesar.garciaveloso@epfl.ch), Simone Rametti (simone.rametti@epfl.ch)
Friday 28, February
Lecture from 11:15 to 13:00 in Room INM 10
Lecture 1.4 on the Interpolated DFT (IpDFT) (prof. M. Paolone)
- Laboratory 1.1 (Folder)
- Lab 1.1 - Additional Materials (Folder)
- Lab 1.1 - Solutions (File)
- Lecture 1.4 - The interpolated DFT (File)
- Lecture 1.4 additional material: e-IpDFT and i-IpDFT (play the PPT to see the algorithms' animations) (File)
- Book chapter "DFT-based synchrophasor estimation processes for Phasor Measurement Units applications: algorithms definition and performance analysis" (File)
- Zoom video - Lecture 1.4 (URL)
3-7 March
Module 1: Modern monitoring of smart grids via phasor measurement units (continued)
Monday 3, March
Lab from 9:15 to 12:00 in Room INR 219
Lab 1.2 on IpDFT
TAs: César García Veloso (cesar.garciaveloso@epfl.ch), Simone Rametti (simone.rametti@epfl.ch)
Friday 7, March
Lecture from 11:15 to 13:00 in Room INM 10
Lecture 1.5 on Time Synchronization (prof. M. Paolone)
- Laboratory 1.2 (Folder)
- Lab 1.2 - Additional Materials (Folder)
- Lab 1.2 - Solutions (Folder)
- Lecture 1.5 - Time dissemination technologies (File)
- Zoom video - Lecture 1.5 (URL)
10-14 March
Module 1: Modern monitoring of smart grids via phasor measurement units (continued)
Monday 10, March
Lab from 9:15 to 12:00 in Room ELD 040
Lab 1.3 on Time Synchronization
TAs: César García Veloso (cesar.garciaveloso@epfl.ch), Simone Rametti (simone.rametti@epfl.ch)
Module 2: Power grid calculus
Module topics:
- Admittance Matrix Calculus
- Per-unit Calculus
- Load-Flow
- State Estimation
Friday 14, March
Lecture from 11:15 to 13:00 in Room INM 10
Lecture 2.1. Admittance Matrix Calculus (prof. Mario Paolone)
- Test Quiz - Solutions (File)
- Module 1 Quiz 2024 - Solutions (File)
- Laboratory 1.3 (Folder)
- Lab 1.3 - Additional Materials (Folder)
- Lecture 2.1 - Admittance Matrix Calculus (File)
- Zoom video - Lecture 2.1 part I (URL)
- Zoom video - Lecture 2.1 part II (URL)
17-21 March
Monday 17, March
Module 1 Quiz (graded) from 9:15 to 10:00 in Room INR 219
Module 2: Power grid calculus (continued)
Lecture from 10:15 to 12:00 in Room INR 219
Lecture 2.2. Per-Unit Calculus (prof. Mario Paolone)
Exercise on Per-Unit Calculus (TA: Vladimir Sovljanski)
Friday 21, March
Lab from 11:15 to 13:00 in Room INM 10
Lab 2.1 on Admittance Matrix Calculus
TAs: Vladimir Sovljanski (vladimir.sovljanski@epfl.ch) and Willem Lambrichts (willem.lambrichts@epfl.ch)
- Quiz 1 - Solutions (File)
- Lecture 2.2 - The Per-Unit Method (File)
- Zoom video - Lecture 2.2 (URL)
- Per-Unit Exercise (Folder)
- Laboratory 2.1 (Admittance Matrix Calculus) (Folder)
24-28 March
Monday 24, March
Module 2: Power grid calculus (continued)
Lecture from 9:15 to 12:00 in Room INR 219
Lecture 2.3. Numerical solution of the load flow problem formulated via the nodal analysis (prof. Mario Paolone)
Friday 28, March
Lecture from 11:15 to 13:00 in Room INM 010
Lecture 2.4. The load flow branch-flow model and the load-flow approximations (prof. Mario Paolone)
- Lecture 2.3 - Numerical solution of the load flow problem formulated via the nodal analysis (File)
- Zoom video - Lecture 2.3 (URL)
- Lecture 2.4 - The branch-flow model and load-flow approximations (File)
- Zoom video - Lecture 2.4 (URL)
- Book chapter on sensitivity coefficients calculus (File)
31 March - 4 April
Module 2: Power grid calculus (continued)
Monday 31, March
Lab from 9:15 to 12:00 in Room INR 219
Lab 2.2 on Load-Flow
TAs: Vladimir Sovljanski (vladimir.sovljanski@epfl.ch) and Willem Lambrichts (willem.lambrichts@epfl.ch)
Friday 4, April
Lecture from 11:15 to 13:00 in Room INM 010
Lecture 2.5. State Estimation (prof. Mario Paolone)
- Laboratory 2.2 (Load Flow Analysis) (Folder)
- Lecture 2.5 - Power systems state estimation (File)
- Zoom video - Lecture 2.5 part I (URL)
7 - 11 April
Module 2: Power grid calculus (continued)
Monday 7, April
Lecture from 9:15 to 10:00 in Room INR 219
Lecture 2.5. State Estimation (continued) (prof. Mario Paolone)
Lab from 10:15 to 12:00 in Room INR 219
Lab 2.3 on State Estimation
TAs: Vladimir Sovljanski (vladimir.sovljanski@epfl.ch) and Willem Lambrichts (willem.lambrichts@epfl.ch)
Module 3: Forecasting
Friday 11, April
Lecture from 11:15 to 13:00 in Room INM 010
Lecture 3.1. Forecasting methods for power systems – General aspects (prof. Mario Paolone)
- Zoom video - Lecture 2.5 part II (URL)
- Book chapter on power systems state estimation (File)
- Laboratory 2.3 (State Estimation) (Folder)
- Module 2 Quiz 2024 - With Solutions (File)
- Lecture 3.1 - Forecasting methods for power systems - General aspects (File)
- Zoom video - Lecture 3.1 part I (URL)
14 - 18 April
Module 3: Forecasting
Monday 14, April
Lecture from 9:15-12:00 in Room INR 219
Lecture 3.2 Forecasting methods for power systems – ARMA and ARIMA models (Prof. M. Paolone)
Friday 18, April
Free (Easter break)
- Lecture 3.2 - Forecasting methods for power systems - ARMA and ARIMA models (File)
- Zoom video - Lecture 3.1 part II and lecture 3.2 (URL)
21 - 25 April
Easter break
28 April - 2 May
Monday 28, April
Module 2 Quiz (graded) from 9:00 to 9:45 in Room INR 219
Module 3: Forecasting (continued)
Lab from 10:15 to 12:00 in Room INR 219
Lab 3.1 on forecasting in power systems.
TAs: Pål Forr Austnes (pal.austnes@epfl.ch)
Module 4: Optimal Power Flow
Friday 2, May
Lecture from 11:15 to 13:00 in Room INM 10
Lecture 4.1 on Optimal Power Flow (prof. Mario Paolone)
- Module 2 Quiz 2025 - With Solutions (File)
- Lab 3.1 Forecasting in electric power grids (Folder)
- Lab 3.1 solution (Folder)
- Module 3 Quiz 2024 - With Solutions (File)
- Lecture 4.1 - Optimal Power flow (OPF) general aspects (File)
- Zoom video - Lecture 4.1 (URL)
5 - 9 May
Monday 5, May
Module 3 Quiz (graded) from 09:00 to 09:45 in Room INR 219
Module 4: Optimal Power Flow (continued)
Lecture from 10:15 to 12:00 in Room INR 219
Lecture 4.2 Optimal Power Flow approximations (prof. Mario Paolone)
Friday 9, May
Lecture from 11:15 to 13:00 in Room INM 10
Lecture 4.3 Locational marginal prices (prof. Mario Paolone)
- Module 3 Quiz Solution (File)
- Lecture 4.2 - OPF approximations (File)
- Zoom video - Lecture 4.2 (URL)
- Lecture 4.3 - Locational marginal prices (File)
- Zoom video - Lecture 4.3 (URL)
12 - 16 May
Module 4: Optimal Power Flow (continued)
Monday 12, May
Lab from 9:15 to 12:00 in Room INR 219
Lab 4.1 Optimal Power Flow (Deterministic)
TAs: Matthieu Jacobs (matthieu.jacobs@epfl.ch)
Friday 16, May
Lecture from 11:15 to 13:00 in Room INM 10
Lecture from 11:15 to 13:00 in Room INM 10
Lecture 4.4 Optimal Power Flow relaxations (prof. Mario Paolone)- module4lab1 (File)
- Module 4 Lab 1: Solution (File)
- Lecture 4.4 - OPF relaxations (File)
- Zoom video - Lecture 4.4 (URL)
19 - 23 May
Module 4: Optimal Power Flow (continued)
Monday 19, May
Lab from 9:15 to 12:00 in Room INR 219
Lecture 4.5 Stochastic Optimal Power Flow problems (prof. Mario Paolone)
Lecture from 11:15 to 13:00 in Room INM 10
Lab 4.2 Optimal Power Flow (Stochastic)TAs: Matthieu Jacobs (matthieu.jacobs@epfl.ch)
- Lecture 4.5 - Stochastic OPF (File)
- Zoom video - Lecture 4.5 (URL)
- Module 4 Lab 2 Questions (File)
- Module 4 Lab2: Solution (File)
- Further Reading Optimization in Power Systems (File)
26 - 30 May
Module 4: Optimal Power Flow (continued)
Monday 26, May
Module 4 Quiz (graded) from 9:15 to 10:00 in Room INR 219
Invited lecture: Dr. Asja Derviskadic (Swissgrid) in Room INR 219
- Module 4 Quiz 2024 - With Solutions (File)
- Swissgrid invited lecture - Asja Derviskadic (File)
- Quiz Module 4 2025 - Answers (File)