Python for Mechanical Engineers

About Course

This Course will bring awareness of importance of python and applications of python in solving engineering problems. We will see some important libraries like SciPy, Numpy, Matplotlib, Pandas etc. used in scientific computation.

This course includes Python Programs on Mechanics, Machine Design, Fluid Mechanics, Thermal Science, Heat Transfer, Vibrations, Optimization etc. It has covered various types of plots including line plots and 2D,3D contours plots where we can use this in visualizing engineering data.

We will review how to make plots as well as how to make interactive plots, analyze test data and some optimization part.

It covers from basic to advanced programs in mechanical fields.

It has following sections

1. Basic Concepts in Python

2.Programs on Mechanics, Machine Design etc.

3. Programs on Mechanical Vibrations

4. Programs on Fluid Mechanics, Thermal Science and Heat Problems.

5. Programs on Engineering Mathematics

6. Some Advanced programs like FFT use, Filter, Data Analysis.

What you will learn,

– Importance of python in mechanical fields in research and computations.

– Basics of Python programs from engineering point of view.

– Learn to solve engineering problems.

– Make yourself ready for one step ahead.

– You can build a project on yourself in your favorite domain.

– You will be able to use loops, functions, different libraries, custom functions to solve engineering problems.

Course Content

01 – Introduction

A Message from the Professor
002 Python Installation.mp4

00:00
003 Installing the Anaconda.mp4

00:00
004 How to access the resource and files.mp4

00:00

02 – Basics of Python

03 – Numpy Library – Working with ArraysMatrices

04 – Plotting the data with Matplotlib Library for Python

05 – Programs on Mechanics, Machine Design

06 – Programs on Mechanical Vibration

001 Program – 1 Solving Ordinary Differential Equation with Scipy ODEINT.mp4

00:00
002 Program – 1 – Analyse the simple spring mass system with python.mp4

00:00
003 Program 3 – Single Degree freedom of System with SciPy ODEINT.mp4

00:00
004 Program – 3 – Plot the frequency response of the spring mass system.mp4

00:00
005 Program – 4 – Natural Frequency Calculation – Eigen Value Problem.mp4

00:00
006 Program – 5 – Frequency response of Multi Degree Freedom System.mp4

00:00
007 Quarter Car Suspension – Model Equation.mp4

00:00
008 Quarter Car Suspension Model Equation Part-2.mp4

00:00
009 Quarter Car Suspension Model – Sine Wave Profile Road Surface.mp4

00:00
010 Quarter Car Suspension – Road with single bump.mp4

00:00

07 – Programs on Thermal System

08 – Engineering Math

09 – Advanced Engineering Program

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About Course

What Will You Learn?

Course Content

01 – Introduction

A Message from the Professor

002 Python Installation.mp4

003 Installing the Anaconda.mp4

004 How to access the resource and files.mp4

02 – Basics of Python

001 Data Types in Python.mp4

002 Loops – For Loop.mp4

003 Loops – If Loop.mp4

004 Loops _While Loop.mp4

005 Functions in Python.mp4

03 – Numpy Library – Working with ArraysMatrices

001 Numpy L1.mp4

002 Numpy L2.mp4

003 Numpy L3.mp4

04 – Plotting the data with Matplotlib Library for Python

001 Matplot Library for plotting the data.mp4

002 Matplotlib Figure and Axes.mp4

003 Subplots with Matplotlib.mp4

004 Grid Specs – Plot Layouts.mp4

005 Contour Plots.mp4

006 Surface Plots.mp4

007 Polar Plots.mp4

05 – Programs on Mechanics, Machine Design

001 Program_1 – Projectile Motion.mp4

002 Program – 2 – Von Misses Failure Theory Plots.mp4

003 Program – 3 – Analysis of Beams – Shear force and Bending Moment Diagrams.mp4

004 Program – 4 – Analysis of Beams SFD and BMD – Part-2.mp4

005 Program – 5 – Kinematic Analysis of mechanisms.mp4

006 Program – 6 – Use of Python Script in Design and Simulation Softwares.mp4

007 Program – 7 – Fatigue Criteria.mp4

06 – Programs on Mechanical Vibration

001 Program – 1 Solving Ordinary Differential Equation with Scipy ODEINT.mp4

002 Program – 1 – Analyse the simple spring mass system with python.mp4

003 Program 3 – Single Degree freedom of System with SciPy ODEINT.mp4

004 Program – 3 – Plot the frequency response of the spring mass system.mp4

005 Program – 4 – Natural Frequency Calculation – Eigen Value Problem.mp4

006 Program – 5 – Frequency response of Multi Degree Freedom System.mp4

007 Quarter Car Suspension – Model Equation.mp4

008 Quarter Car Suspension Model Equation Part-2.mp4

009 Quarter Car Suspension Model – Sine Wave Profile Road Surface.mp4

010 Quarter Car Suspension – Road with single bump.mp4

07 – Programs on Thermal System

001 Program – 1 – Plot and visualize the streamlines of the fluid flow.mp4

002 Program – 2 – Analyse the Diesel Cycle with python Program.mp4

003 Program – 3 – One Dimensional Heat Equation with Animated Plot.mp4

004 Program – 4 – Temperature Distribution – 2D Heat Transfer Problem.mp4

005 Program – 5 – Flow Over Cylinder – Stream Line Plot.mp4

006 Program – 6 – Flow Over Cylinder – Pressure Distribution.mp4

08 – Engineering Math

001 Program – 1 – Newton Raphson Method.mp4

002 Program – 2 – Finding Minima of the Function SciPy Library.mp4

003 Program – 3 – Solve Linear Programming Problem – LPP.mp4

004 Program – 4 – Symbolic Mathematics with Sympy Library.mp4

09 – Advanced Engineering Program

001 Program – 1 – Reading the data from the file and plot the data.mp4

002 Program – 2 – Data Filter Application.mp4

003 Program – 3 – Fast Fourier Transform (FFT pack).mp4

004 Program -4 – Animating the Kinematic Mechanism – Pendulum Animation.mp4

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