Artificial Intelligence: a key role in process optimization

Discover the advantages of applying Artificial Intelligence to manufacturing process optimization

FIND OUT MORE

Discover the advantages of applying Artificial Intelligence to manufacturing process optimization

FIND OUT MORE
ARTIFICIAL INTELLIGENCE

The advantages of using an Artificial Intelligence based system

Setup time reduction

Thanks to Machine Learning models trained on historical process data, an Artificial Intelligence system can provide the operator with optimized process parameters to achieve the desired objective.

Final result forecast

Through a Machine Learning model, an Artificial Intelligence algorithm can elaborate the real-time data coming from production machines and generate forecasts for the final process result.

Sustainability improvement

With an optimized set of machine parameters and a process control based on forecasts for the final result, it is easier to respect the quality specification required by the market.

New scenarios simulation

Machine Learning models can simulate new unexplored scenarios.

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SOLUTION

Our solution
to improve
your production processes

Cefriel by your side


Cefriel can be the reference point for your company in the definition of a manufacturing process optimization system based on Artificial Intelligence and Machine Learning that enables to increase process efficiency and final product quality.

Our process optimization system can answer the following questions

Which is the best set of parameters for the production machine to obtain a product with the desired quality?​

The production is in progress, which will be the result at the end of the production process?

Which are the process factors that mostly impact the final result?

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SOLUZIONE

Why should you integrate and analyze data sources?

Data analysis enables to analyze the process and evaluate the impact of the changes to:

Digitalize process knowledge


Experience-based process knowledge can be digitalized and structured.

Optimize energy efficiency


New process parameters can be researched to optimize energy consumption, while keeping the required product quality.

Stabilize the process


Machine Learning models can identify unwanted behaviors and be continuously updated to keep up with new requirements.

Use recycled material


This kind of system can help identify a new process setup that matches the current situation and generates the expected quality.

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ABOUT CEFRIEL

A virtuous cycle of continuous growth

  • Innovate

  • Grow

  • Repeat

Innovate

Le imprese, le pubbliche amministrazioni, le organizzazioni devono innovare i propri processi, prodotti e servizi Companies, public authorities and organizations need to innovate their processes, products and services by choosing the right kind of digital technology. Cefriel enables, supports and accelerates innovation processes. le giuste tecnologie digitali. Cefriel abilita, affianca e accelera i processi di innovazione.

Grow

In order to grow, public and private companies must share and exchange their expertise and apply open innovation. Cefriel helps them build their growth path through digital innovation.

Repeat

Companies, public authorities and organizations must make innovation a concrete, sustainable and repeatable process. Cefriel supports them by ensuring that their innovation has a lasting, positive impact.