Vibration Analysis

Molecules vibrate, that we all know. And those vibrational signatures might be of use down the road for future research. In industry, vibration is often measured with the method of infrared spectroscopy. So let’s take our methanol from last time where we only estimated the coordinates in Z-Matrix form: H11 O11…

Build Deep learning models with audio labelled data set Pre Requisite Azure Account Azure Storage Azure Machine learning Kaggle data set from — https://www.kaggle.com/datasets/chrisfilo/urbansound8k Code i tested was from — https://www.section.io/engineering-education/machine-learning-for-audio-classification/ Idea here is to show that we can process open source as is using Azure Machine learning Above kaggle already has labelled dataset

AI4EU is a European Union Artificial Intelligence project which aims to bring together the AI community and facilitate knowledge transfer from research to business application. It provides an experiments platform that promotes the sharing and deployment of AI models. In 2021, Viking Analytics has been selected by AI4EU as a…

Professionals in Manufacturing domain, know that how relevant and important is a Condition Monitoring application. A condition monitoring app can effectively monitor and provide insights about the devices which can help the organizations in reducing maintenance costs and saving devices from catastrophic failures. One area of Condition monitoring is using…

Much of what the human collective is experiencing right now, is a manifestation of the shadow aspects and Karmic collective field stored information. At the forefront of human evolution have always been people and figures who have committed themselves to serving the greater good of all, the greater good of…

A simple guide to understand vibration — Why we talk about vibration? Vibration provides information about the health of the equipment so an action can be taken to prevent unscheduled breakdown and costly repairs. It is the most common condition monitoring and diagnostic method. It is a technique capable of early detecting symptoms of many different equipment problems and failures. …

In this story, I’m going to tell you what I did in last ten days to choose the right vibration sensor for my project. if you want to measure vibration and you’re lost in thousands of datasheets, this is a story for you. The Goal Measuring the vibration of rotating machinery. Which Kind of Sensors can be used? as…

In this story, I’m going to talk about vibration analysis fundamentals. The idea of this story is to take a quick look at all the primary vibration analysis techniques. What is Vibration Analysis? Vibration Analysis (VA), applied in an industrial or maintenance environment aims to reduce maintenance costs and equipment downtime by detecting equipment…

Story of the CW Pumps