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Home » data analysis

Articles Tagged with ''data analysis''

Packaging line

Connected Plants Lead to Advanced Packaging Line Optimization

Investments in automation and additional tools for data analytics keep coming to packaging lines as plants become more connected. Machine learning and digital twin technology are increasing throughput and driving innovation for large and small brands.
Grant Gerke
Grant Gerke
February 3, 2026

Investments in automation and additional tools for data analytics keep coming to packaging lines as plants become more connected. Machine learning and digital twin technology are increasing throughput and driving innovation for large and small brands.


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Siemens SMB Production Optimization
Software/Devices

Siemens Debuts Production Optimization Starter Pack for Small and Mid-Sized Manufacturers

January 6, 2026

The SMB Production Optimization Starter Pack transforms traditional production monitoring by providing real-time insights and flexible dashboards and reporting.


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Food manufacturing data

Digital KPIs Emerge but Are Brands Finding Accurate Data?

Grant Gerke
Grant Gerke
November 11, 2025

Food giants are closing legacy plants and building greenfield facilities to achieve higher volumes, greater flexibility and increased margins. So how are plant managers and corporate leadership executing, managing and delivering data to help operators find accurate KPIs and OEE metrics?


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Data collection in food manufacturing

Unlocking Efficiency in Food Manufacturing with PLM Solutions

Michael Umbach
Michael Umbach
June 27, 2025

As new regulations emerge and standards continue to evolve, PLM software will be more than just a system — it will be a strategic imperative for manufacturers that want to stay ahead of the curve.


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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
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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Control Station System Health Monitoring
Software/Devices

Control Station Introduces System Health Monitoring Service

September 26, 2024

Control Station has launched System Health Monitoring (SHM), a tiered service offering that leverages intelligence captured by the company’s PlantESP Loop Performance Monitoring solution.


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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, Senior Contributing Technical Editor
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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EIT Food logo
Announcements

EIT Food to Incorporate Foundation Earth with Aim to Develop Standards for Environmental Impact Data

August 5, 2024

The integration of Foundation Earth into EIT Food will provide the expertise needed for advocacy work to develop internationally-recognized standards surrounding the use of data to assess the environmental impact of food.


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Seeq Vantage
Software/Devices

Seeq Launches Seeq Vantage Industrial Enterprise Monitoring Suite

May 10, 2024

The Seeq Industrial Enterprise Monitoring Suite provides a comprehensive, automated view into past and present operational performance.


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Cleaning equipment

Optimizing CIP Further Drives Efficiencies and Sustainability

Reporting and analytics software seamlessly integrated provides many benefits.
David Nolan
May 6, 2024

Reporting and analytics software seamlessly integrated provides many benefits.


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Food Process Engineering and Technology, 3E

Food Process Engineering and Technology, 3E

Combining scientific depth with practical usefulness, this book serves as a tool for graduate students as well as practicing food engineers, technologists and researchers looking for the latest information on transformation and preservation processes as well as process control and plant hygiene topics.

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