Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.01 GB | Duration: 5h 57m
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
Requirements
No Requirement
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 resultsSince 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 Create a wind turbine model considering all the real-life parametersCreating a practical wind farm model
Overview
Lecture 1 Course Content
Section 1: Introduction
Lecture 2 What is Wind?
Lecture 3 Wind Energy and Introduction to Wind Turbines
Lecture 4 Wind Turbine Types
Lecture 5 Wind Farm Definition
Section 2: A Single Wind Turbine Power Output
Lecture 6 Wind Power Formula
Lecture 7 Betz Law
Lecture 8 Power Curve and Power Coefficient
Lecture 9 Wind Speed Data
Lecture 10 Note!
Lecture 11 Why Google Colab?
Lecture 12 Google Colab Environment
Lecture 13 Code Resource
Lecture 14 Important Note!
Lecture 15 Creating a Simple Single Turbine Model - Part1
Lecture 16 Creating a Simple Single Turbine Model - Part2
Lecture 17 Power Curve Visualization
Section 3: Wind Distribution Function
Lecture 18 Introduction to Weibull Distribution
Lecture 19 Weibull Distribution in Python
Lecture 20 Visualization
Section 4: Wind Turbine Modeling - Single Wind Turbine
Lecture 21 Introduction
Lecture 22 Temperature/Density Sub-Models
Lecture 23 Wind Speed Model
Lecture 24 Modeling Single Wind Turbine in Python - Part1
Lecture 25 Modeling Single Wind Turbine in Python - Part2
Section 5: Wind Farm Modeling
Lecture 26 Introduction
Lecture 27 Wind Farm Modeling In Python - Part1
Lecture 28 Wind Farm Modeling in Python - Part 2
Section 6: Python Learning Section
Lecture 29 Variables and Methods
Lecture 30 Math Operators
Lecture 31 Assignment Operators
Lecture 32 Comparison Operators
Lecture 33 Logical Operators
Lecture 34 Conditional Statement
Lecture 35 Loop
Lecture 36 List
Lecture 37 Dictionary
Lecture 38 Tuple
Lecture 39 for loop
Lecture 40 Range Function
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!
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