Vibration Modeling And Analysis Using Python
Published 1/2025
Created by Shriram K
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 74 Lectures ( 16h 39m ) | Size: 5.1 GB
Apply Python Programs to address vibration problems
What you’ll learn
Basics of Python and Applications in Engineering Solutions
Mathematical Modeling and Vibration Analysis with Python Programs.
Hands-on experience in coding numerical methods, such as finite difference and finite element techniques, to solve vibration problems
Advanced Topics and propose appropriate solutions using Python.
Requirements
No Prior Programming Knowledge Required, Understanding of Basic Mechanical Vibration and Mathematical Concepts are enough.
Description
Vibration analysis plays a crucial role in various engineering fields, enabling engineers to assess the dynamic behavior of mechanical systems, diagnose potential issues, and design effective solutions. In this course, students will delve into the theoretical foundations of vibration analysis, including single-degree-of-freedom and multiple-degree-of-freedom systems, mathematical modeling, and the response of systems to different excitations.The course covers the fundamentals of vibration analysis, including mathematical modeling, analysis techniques, and practical applications, all implemented using Python programming. Course combines theoretical concepts with hands-on programming exercises to provide a comprehensive understanding of vibration analysis and its implementation in Python. These programs can be used as a starting point to explore mechanical vibration analysis using PythonThe Fundamentals:Understand the dynamics of mechanical systems.Develop and solve mathematical models for vibrations. Learn Practical Python Applications:Write Python programs for vibration analysis.Utilize powerful libraries like NumPy and Matplotlib to create insightful simulations.Solve Real-World Problems:Analyze the behavior of systems under harmonic, arbitrary, and transient loads.Study multi-degree-of-freedom systems and continuous systems like bars and beams.Course Includes Following TopicsSingle-Degree-of-Freedom Systems: Understand their behavior and implement solutions in Python.Harmonic Excitations: Analyze vibrations caused by periodic forces.Arbitrary Load Responses: Model and simulate transient responses.Multi-Degree-of-Freedom Systems: Explore complex systems using matrices and numerical solutions.Vibrations of Continuous Systems: Dive into the dynamics of bars and beams.Python Programming Basics: Get hands-on with essential Python tools tailored for engineers.
Who this course is for
Mechanical, Civil Engineers as well as every person who wants to explore Python Application for Vibration Analysi
Homepage
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