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Articles & News on Machine Learning

AI and Machine Learning in Automation: The Security Imperative

  • by Vaibhav Malik
  • July 30, 2024
  • Feature

Let's explore the impact of AI and ML on control systems and automation, with a specific focus on the critical importance of security in this evolving landscape.

Exploring the Current State of Edge Computing

  • by Dustin Seetoo
  • July 30, 2024
  • Feature

Let's delve into the transformative impact of edge computing, shedding light on its broader implications and developments.

Using Machine Learning to Optimize Operations

  • by Mark Pietryka
  • July 11, 2024
  • Feature

ML insights paired with advanced analytics solutions provide modern process manufacturers with the insights required to increase production uptime, optimize operational efficiency, and enhance product quality and yield.

How Machine Learning Revolutionizes Automation Security with AI-Powered Defense

  • by John Funk
  • May 20, 2024
  • Feature

Machine learning is sometimes considered a subset of overarching AI. But in the context of digital security, it may be better understood as a driving force, the fuel powering the engine.

Universal Automation: Enabling Systems Integrators with a Paradigm Shift in Industrial Automation

  • by Fabrice Jadot
  • April 3, 2024
  • Feature

For system integrators, the adoption of universal automation brings unprecedented engineering efficiency, process scalability and automation agility to OT systems.

How AI and ML Affect Industrial Automation

  • by Drew Thompson
  • March 27, 2024
  • Feature

Recent advances significantly shift away from traditional processes and methodologies. This feature originally appeared in the March edition of AUTOMATION 2024: IIoT and Digital Transformation.

Study Shows UK Leading the AI and Machine Learning Charge for Enhanced Productivity

  • March 26, 2024
  • News

Global research report from Rockwell Automation highlights how artificial intelligence is being deployed to give the workforce superpowers and build resiliency in operations.

How to Secure Machine Learning Data

  • by Zac Amos
  • March 18, 2024
  • Feature

Data security is paramount in machine learning, where knowledge drives innovation and decision-making.

Integrating Renewables and Machine Learning for Improved Grid Stability

  • March 15, 2024
  • News

Xingpeng Li, assistant professor of electrical and computer engineering at the University of Houston, is working on a solution that will allow seamless integration of renewable energy sources with the rest of the power grid.

Revolutionizing Manufacturing: The Role of Industrial AI

  • by Henry Martel
  • March 5, 2024
  • Feature

Manufacturers need to begin applying AI in pilot programs to acquire knowledge, hone skills and achieve early successes to leverage in generating organizational momentum and gain buy-in support.