ISA Interchange

Welcome to the official blog of the International Society of Automation (ISA).

This blog covers numerous topics on industrial automation such as operations & management, continuous & batch processing, connectivity, manufacturing & machine control, and Industry 4.0.

The material and information contained on this website is for general information purposes only. ISA blog posts may be authored by ISA staff and guest authors from the automation community. Views and opinions expressed by a guest author are solely their own, and do not necessarily represent those of ISA. Posts made by guest authors have been subject to peer review.

Can You Use Machine Learning to Automate Your FPI Inspection Process?

Fluorescent penetrant inspection (FPI) is a popular way to inspect manufacturing products, thanks to...
Emily Newton Dec 27, 2022 5:30:00 AM

Interactive Development by Integrating the Potential of AI and ML

Technology has evolved unprecedentedly in the past couple of decades. There have been notable develo...
Harikrishna Kundariya Oct 14, 2022 5:30:00 AM

Why and When to Use Machine Learning for Automation Applications

Introduction I see machine learning (ML) as the last and most complex resource when developing a pro...
Angel Prieto Jun 7, 2022 5:30:00 AM

Closed Loop Automation for Telecom Cloud Infrastructure

Use Cases and Demos for Closing the Loop for Telco Services with Hardware Infrastructure Figure 1: V...
Sunku Ranganath May 13, 2022 5:30:00 AM

What is MLOps, and Who is it For?

Getting the right Machine Learning models to the right places at the right time is difficult at scal...
Chris Lee Jan 21, 2022 5:30:00 AM

All You Need to Know About Machine Learning

Machine Learning (ML) is a popular topic, ever since Artificial Intelligence (AI) has made some vita...
Scott Carrion Dec 31, 2021 5:30:00 AM

Webinar Recording: How Machine Learning is Advancing Predictive Maintenance in Manufacturing

This guest blog post was written by Tim Goecke, director of enterprise application integration at MA...
Contributing Authors Mar 1, 2017 10:42:47 AM