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Home » Topics » OEE

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Data collection in food manufacturing

OEE Metrics Evolve as Data Standardization Takes Shape

The race to standardize plant data is happening fast. As food manufacturers standardize data, digital tools accelerate and provide a closer look at overall equipment effectiveness (OEE) and maintenance metrics.
Grant Gerke
April 21, 2025

Data collection has become a major part of food manufacturing, but without data standardization, measuring overall equipment effectiveness (OEE) poses a challenge.


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conveying and packaging operations

Planning Tips for Conveying Systems and Lines

Creating efficient conveying systems begins with knowing what you want to accomplish, then enlisting the help of system integrators and suppliers — you may find that you can do things you hadn’t thought possible.
Wayne Labs
Wayne Labs
April 14, 2025

Creating efficient conveying systems begins with knowing what you want to accomplish, then enlisting the help of system integrators and suppliers — you may find that you can do things you hadn’t thought possible.


Read More
A slice of cooked meat on a plate next to vegetables
AI

Get a Leg Up: Let AI-Powered PLM Reveal Secrets You Need to Succeed

Artificial intelligence-powered PLM can make accurate projections about planning new products, introducing them to the market and looking at all the factors a processor might miss in execution.
Wayne Labs
Wayne Labs
January 17, 2025

Artificial intelligence-powered PLM can make accurate projections about planning new products, introducing them to the market and looking at all the factors a processor might miss in execution.


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closeup of racks of baked goods in a factory
Digitalization

Bakery Locks in Product Quality with New SCADA System

Goodman Fielder, a large Australian baking company, bucks the digitalization project trend by integrating system software platforms for three factories.
Grant Gerke
December 23, 2024

The food manufacturing sector is rapidly embracing automation and data-driven tools, with companies like Tyson Foods and Goodman Fielder leading the charge. From reducing labor costs to streamlining operations with advanced SCADA and MES platforms, the industry is leveraging cutting-edge technology to address workforce challenges, boost efficiency, and drive sustainable growth.


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Engineer performing calibration checks
AI

Planning for AI-based Automation Systems

Artificial intelligence, coupled with machine learning, promises to improve plant operations from sensor level to the enterprise, but adoption has been slow with some overzealous starts.
Wayne Labs
Wayne Labs
December 12, 2024

A well-thought-out strategy can maximize the benefit of having the right sensors in the right place with the right controls.


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Connected Ethernet Cables

Revolutionizing Food & Beverage Processing with Time-Sensitive Networking

Thomas Burke
October 31, 2024

By embracing TSN, food and beverage companies not only improve their OEE but also set the stage for a future where production lines are not just automated but intelligently interconnected and extremely flexible.


Read More
Technician installing an air filter

All About Air Filtration Part 4: Care and Maintenance of Dust Collector Cartridge Filters

Jacques Kregting
October 24, 2024

Learn how long cartridge filters last, how to know when they need to be changed and what you can do to extend their life and performance. 


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Person with HMI and headset

New Asset Management Platforms and Remote Service Tools Move Food Companies Closer to AI Strategies

New remote service tools and robust asset management platforms enable food and beverage companies to envision AI-based strategies and facilitate product innovation across the enterprise.
Grant Gerke
October 17, 2024

New remote service tools and robust asset management platforms enable food and beverage companies to envision AI-based strategies and facilitate product innovation across the enterprise.


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Yokogawa OEE

OEE Plus AI/ML Add Up to a Future of Autonomous Manufacturing

Over the years, data acquisition systems and sensor technology have made it easier to track and improve OEE scores — now AI and ML can find nuances in data to up performance.
Wayne Labs
Wayne Labs
September 10, 2024

While you can measure and chart OEE manually, today’s AI and ML-based technologies with smart sensors can help processors find the little things that can improve availability, performance and quality — leading to autonomous manufacturing.


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Bottling machine

Improving Food Safety and Packaging Machine Reliability

As packaging has become significantly more complex and consumers more demanding, the need has only grown for strict hygienic procedures to ensure food safety, from the factory to the retail shelf to the table.
August 19, 2024

As packaging has become significantly more complex and consumers more demanding, the need has only grown for strict hygienic procedures to ensure food safety, from the factory to the retail shelf to the table.


Read More
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OT Cybersecurity Vulnerabilities in Food Manufacturing Facilities

OT Cybersecurity Vulnerabilities in Food Manufacturing Facilities

Understanding Impacts of OT Cybersecurity Events in Food Manufacturing

Understanding Impacts of OT Cybersecurity Events in Food Manufacturing

Food Plant Openings and Expansions April 2025

Food Plant Openings and Expansions April 2025

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June 5, 2025

Mass Customization Driving Innovation in the Food and Beverage Industry

The food and beverage industry is at the nexus of transformative global manufacturing trends, driving a shift toward personalized, customer-centric solutions. 

June 5, 2025

How Cafe Spice Uses Automation to Propel Private Label

Learn about Cafe Spice’s new, state-of-the-art, highly automated manufacturing facility in Beacon, New York. 

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Food Engineering logo
  • NEWS
    • Latest Headlines
    • Manufacturing News
    • People & Industry News
    • Plant Openings
    • Recalls
    • Regulatory Watch
    • Supplier News
  • PRODUCTS
    • New Plant Products
    • New Retail Products
  • TOPICS
    • Alternative Protein
    • Automation
    • Cannabis
    • Cleaning | Sanitation
    • Fabulous Food Plants
    • Food Safety
    • Maintenance Strategies
    • OEE
    • Packaging
    • Sustainability
    • More
  • EXCLUSIVES
    • Plant Construction Survey
    • Plant of the Year
    • Sustainable Plant of the Year
    • State of Food Manufacturing
    • Top 100 Food & Beverage Companies
  • MEDIA
    • Podcasts
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  • FOOD MASTER
  • EVENTS
    • Food Automation & Manufacturing Symposium and Expo
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  • RESOURCES
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