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Home » Keywords: » machine learning

Items Tagged with 'machine learning'

ARTICLES

worker fastening a part to an assembly

Machine Learning Detects Fastening Errors

Hessel Van Dijk
April 29, 2026

Ford engineers are studying whether AI can play a role in detecting faulty run-downs. To do that, they first had to determine what constitutes a data anomaly.


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Toyota Astra Motor manufacturing plant

The Data Imperative for Smart Microfactories

The success of microfactories depends not just on sensors and robotics, but on how well data is connected, contextualized and consumed.
Errol Rodericks
February 2, 2026

Microfactories are not just smaller replicas of mega-factories. They operate with radically different assumptions. Data is real-time and transient, not batch-processed. Production is modular, not linear. And, decision-making is distributed, not centralized.


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Coherix workshop
Adhesive Bonding

Dispensing Technology Supplier Coherix Expands

The company’s technology uses AI and 3D vision to provide adaptive control of the adhesive dispensing process.
October 29, 2025

ANN ARBOR, MI—Coherix is expanding its production and product development space to meet growing demand for AI-based systems to control the application of adhesives during assembly of automotive and electronic products.


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Smart robot in manufacturing industry for industry 4.0 and technology concept. Robotic vision sensor camera system.
Machine Vision

Machine Vision Gets Smarter

Several emerging technologies promise to further change machine vision capabilities over the next three to five years.
Genevieve Diesing
Genevieve Diesing
August 13, 2025

Machine vision is transforming with advances in AI, deep learning, and 3D imaging, boosting inspection and accessibility. Tasks once needing expert programming are now handled by AI-powered systems.


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GMM model created to show a simple classification of fruit.
Vision & Sensors | Machine Learning

Traditional Machine Learning for Practical Machine Vision: It’s Been There All Along

We’ll look at its practical implementation for machine vision inspection in industrial automation use cases.
David L. Dechow
June 16, 2025

We define machine learning and explain how it works within machine vision, with a focus on where machine learning can be effectively applied to enhance inspection reliability and capability.


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xCognition generative AI

Rewriting the Rules of Industrial Automation

Jennifer Pierce
Jennifer Pierce
June 16, 2025

Xaba is on a mission to change automation from simple mechanization to a connected, intelligent ecosystem, enabling factory machines to self-program, self-optimize, and run without a single line of code


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Female engineer working in the factory. Virtual technology concepts floating in front her.
Vision & Sensors | Machine Learning

Manufacturing Evolution: The Intelligent Automation Revolution

By “intelligent evolution,” I’m not talking about the simple adoption of automation and forms of machine learning, sort of a set-it-and-forget-it approach.
Brent Lazarenko
June 13, 2025

Manufacturing has evolved significantly with intelligent machines like robotics and automation working with humans. AI and predictive analytics help reduce equipment failures and optimize systems in real time, marking a major shift in traditional manufacturing practices toward a smarter future.


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autonomous mobile robots

Are You Ready for the Future? Asian Manufacturers Are

John Sprovieri
May 21, 2025

Accenture’s new report, Rethinking the Course to Manufacturing’s Future, shows that AI, automation and digital technologies will become increasingly important in manufacturing.


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Pico MES
The Assembly Show South

Nominees for Best in Show at Assembly, Quality and Adhesive Shows

John Sprovieri
April 1, 2025

Nominees include a flexible gripper, a nutrunners for cobots and no-code MES software.


Read More
VS 0923 System Integrate Test Setup

Some Experiences Integrating Machine Learning with Vision and Robotics

Yes, there are places for machine learning in our automation world!
Ned Lecky
February 15, 2025

Is ML Useful In Integration? You may (still) be wondering whether any of this stuff is actually useful in real-world integration and factory automation scenarios.


Read More
More Articles Tagged with 'machine learning'
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July 24, 2025

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