
The course primarily consists of four modules, namely, single degree of freedom, multi-degree of freedom, continuous system, and analytical methods. The objective of the course is to deliver problem solving capabilities, both for industrial problems and…

In this course you will learn about Rigid Body Motion, Dynamic Force Analysis of Mechanisms, Dynamics of Machines and end with Vibration Measurement Types of Pickups and Instruments for Dynamic Measurements.

ISPU内蔵MEMSセンサとNanoEdge AI Studioを活用し、AI技術による異常振動検知ライブラリの作成手順を実演。高度なデータ処理と機械学習で、モータの異常を効率的に検出する方法を紹介。

Explore topological data analysis for identifying damage in rolling element bearings, enhancing machinery maintenance and reliability.

Explore finite variance testing in time series and time-frequency representations, with applications to vibration signals from rotating machines.

Explore System Modeler's Rotating Machinery library to test designs and identify faults in turbines, motors, and drivelines. Learn to model gears, shafts, and bearings for accurate real-world simulations.

Explore coupled oscillators and matrix applications in physics. Gain insights into theoretical aspects through hands-on experiments and open-ended discussions. Designed for women pursuing physics careers.

Explore coupled oscillator dynamics through interactive Algodoo simulations, enhancing understanding of complex physical systems and their behavior.

Explore structural dynamics modules implemented for academic studies, advancing knowledge and leading to scientific publications.

Explore 3D representations of normal modes through artistic visualization using Python, enhancing understanding of complex physics concepts.

Explore coupled oscillator normal modes using rotating vectors, with hands-on Python code for interactive learning and visualization.

Explore oscillation patterns of three masses connected by four springs in one dimension, including visual modeling techniques.

Explore oscillation normal modes using varying vectors, with code examples and animations to visualize complex physical concepts.

Explore visual vibration analysis using regular cameras to study object properties and forces. Learn applications in sound recovery, structural monitoring, and visual effects.

Discover how to find normal modes for coupled oscillators using the eigenvalue problem, with a practical Python testing program included.

Delve into quantum geometry principles and electron behavior in vibration sensing, exploring advanced physics concepts through expert insights from Prof. Waghmare's C.V. Raman Lecture.

Explore integrating physics knowledge into machine learning algorithms for improved generalization and physics-consistent predictions. Examine biases and strategies through a friction identification case study.