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Home » Topics » Maintenance Strategies

Maintenance Strategies
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Using Data

Using Data to Drive Predictive Maintenance Strategies

Food and beverage manufacturers are discovering that machine learning is a vital ingredient in moving to predictive maintenance strategies. Larger food companies have the jump on digital transformations, but smaller companies are starting small and increasing spending to start the journey.
Grant Gerke
February 10, 2025

Food and beverage manufacturers are discovering that machine learning is a vital ingredient in moving to predictive maintenance strategies. Larger food companies have the jump on digital transformations, but smaller companies are starting small and increasing spending to start the journey. 


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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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high-pressure, high-temperature washdowns
Sponsored Content

Scrutinizing the details to minimize the risk of washdown motor ingress

A bottom-line factor for food processing operations
November 22, 2024

A bottom-line factor for food processing operations


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Product Image of the Clear Comfort CT Series
Water/Wastewater

Clear Comfort Introduces New AOP Water Treatment Systems

November 19, 2024

Clear Comfort says its newest AOP systems enable facilities to achieve higher cycles of concentration, reducing the need for makeup water, chemical use and blowdown.


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Dairy processing tanks and sensors

Sensor Self-Calibration and Communications Set the Stage for AI-based IIOT

Sensor data is where an automated process begins, and digital communications delivers multiple streams of key process and device data.
Wayne Labs
Wayne Labs
November 12, 2024

With the rushed production schedules at plants, having key process information is not the only data needed, but key device data allows scheduled maintenance.


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FoodSafe's Tamper-Proof Magnetic Strainer
Food Safety

Drainage Solutions for Food Processing Facilities Emphasize Food Safety

October 29, 2024

The Slot Dog, Slot Hog, Cleaning Brushes, and the Tamper-Proof Magnetic Strainer—each purpose-built to enhance food safety through effective drainage and sanitation systems


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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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Firemen at dry process facility fire

Is Your Facility Safe In Processing Dry Products?

Pay attention to facility layout, airflows and cleaning to protect your employees, facility and product.
Wayne Labs
Wayne Labs
September 25, 2024

Unlike wet ingredients, the handling of dry powder ingredients and products usually requires specifically designed process areas to prevent dangerous situations that could result in worker injuries or death.


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manufacturing automation

Revolutionizing Machining Operations with Artificial Intelligence

George Chen_DELMIA
George Chen
September 20, 2024

As companies seek to enhance precision, increase efficiency and reduce costs, AI-driven computer numerical control (CNC) machining is emerging as a game-changing innovation.


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