Wind Energy Modeling Bootcamp: Hands-on Python

Focused View

Navid Shirzadi

5:56:20

113 View

1 - Introduction

1 - Section 1 Quiz Time.html

2 - What is Wind.mp4

03:27

3 - Wind Energy and Introduction to Wind Turbines.mp4

09:37

4 - Wind Turbine Types.mp4

06:58

5 - Wind Farm Definition.mp4

04:54

2 - A Single Wind Turbine Power Output

2 - Section 2 Quiz Time.html

6 - Wind Power Formula.mp4

02:53

7 - Betz Law.mp4

05:55

8 - Power Curve and Power Coefficient.mp4

10:49

9 - Wind Speed Data.mp4

09:56

10 - Note.html

11 - Why Google Colab.mp4

01:19

12 - Google Colab Environment.mp4

09:10

13 - Code Resource.html

13 - Source-Codes.zip

14 - Important Note.html

15 - Creating a Simple Single Turbine Model Part1.mp4

29:14

15 - Wind-Speed.csv

16 - Creating a Simple Single Turbine Model Part2.mp4

12:49

17 - Power Curve Visualization.mp4

13:21

3 - Wind Distribution Function

3 - Section 3 Quiz Time.html

18 - Introduction to Weibull Distribution.mp4

08:43

19 - Weibull Distribution in Python.mp4

22:51

20 - Visualization.mp4

07:57

4 - Wind Turbine Modeling Single Wind Turbine

21 - Introduction.mp4

04:46

22 - TemperatureDensity SubModels.mp4

06:50

23 - Wind Speed Model.mp4

05:53

24 - Modeling Single Wind Turbine in Python Part1.mp4

17:32

24 - weather-montreal.csv

25 - Modeling Single Wind Turbine in Python Part2.mp4

34:38

5 - Wind Farm Modeling

26 - Introduction.mp4

08:00

27 - Wind Farm Modeling In Python Part1.mp4

33:13

28 - Wind Farm Modeling in Python Part 2.mp4

08:22

6 - Python Learning Section

29 - Variables and Methods.mp4

13:42

30 - Math Operators.mp4

03:09

31 - Assignment Operators.mp4

03:52

32 - Comparison Operators.mp4

02:23

33 - Logical Operators.mp4

04:30

34 - Conditional Statement.mp4

08:05

35 - Loop.mp4

04:44

36 - List.mp4

14:45

37 - Dictionary.mp4

06:55

38 - Tuple.mp4

04:08

39 - for loop.mp4

03:39

40 - Range Function.mp4

03:15

Course Content

1 - Course Content.mp4

04:06

Description

All you need to know about wind energy, wind turbines and wind farm modeling Using Python

What You'll Learn?

Basic concepts of regarding wind energy and wind turbine
Wind power curve and power coefficient assessment
Wind distribution
How to model a single wind turbine using Python
What is wind farm and how to model a cluster of wind turbines using Python
Visualization and analyzing the results

Who is this for?

Mechanical, Electrical and Chemical Engineers

Students who wants to use Python for their research projects

Researchers in Renewable Energy area

Anybody which is interested in wind energy and wind turbine modeling

A beginner in wind energy and python which want to learn both!

What You Need to Know?

No Requirement

More details

Description
Wind Energy is one of the most famous renewable resources in the world. There are lots of tutorials out there regarding Wind Energy and Wind Turbines Modeling, however, most of them are not following a clear path, and they will confuse the students. Therefore, I decided to create this course to not only show you all the complicated terms and concepts about wind energy in simple terms but also teach you how to develop a wind turbine or a wind farm model for any location in any part of the world! Amazing right?
In this course, you will learn:
-The concepts of wind energy
-The basics of wind turbine
-Some basics about coding in Python
-How to formulate a wind turbine model
-How to write a python code to calculate the power output of a small-scale wind turbine
-How to download wind speed and other related data from the Internet for any location
-How to develop a practical model for single wind turbine power output
-What is Wind Farm and how to develop a wind farm model in Python
-How to visualize the results
Since this course is designed for all levels (from beginner to advanced), we start from the beginning, we start every concept from the beginning, and code each model together in Python. Each line of code will be explained carefully.

One thing that makes this course different from other courses is, by enrolling in this course, you don't need any prerequisites since I even created even a complete tutorial to teach you the basics of the Python programming language that you need for this course before we start coding! Moreover, we don't use ready codes, and together we get our hands dirty during the course to write all the codes!

This course is designed in a way to make you from zero to hero and after taking this course, you will be able to:
`Download, visualize, and analyze the wind speed data for any location in the world!
Visualize the power curve of the downloaded data
Â Create a wind turbine model considering all the real-life parameters
Creating a practical wind farm model

Who this course is for:
Mechanical, Electrical and Chemical Engineers
Students who wants to use Python for their research projects
Researchers in Renewable Energy area
Anybody which is interested in wind energy and wind turbine modeling
A beginner in wind energy and python which want to learn both!

User Reviews

Rating

average 0

Total votes0

Focused display

My name is Navid Shirzaid and I am super excited that you are here to read this section!I am a researcher with more than 7 years of experience in the field of controlling integrated energy systems with extensive skill in using mathematical optimization strategies. I am also proficient in coding with Python and developing machine learning and deep learning models for different applications. I have several publications in the field of designing and control strategies of energy systems using machine learning, deep learning, and artificial intelligence.To Conclude, I am passionate about Data Science and Machine Learning, and Optimization applications in real-world problems and I really like to share my experience with you!

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.