I had the pleasure to meet with Kadant FrontWay Process Simulation Manager, Alexander Hedlund to discuss the concept of digital twins in the paper mill and what the future might hold for these simulation technologies within fiber processing. Alexander is a twin in real-life and he uses this as a starting point for our discussion.
When is a digital simulation a twin?
Nature or nurture.
Like human twins, real world systems and their twin counterparts in the digital world perform best with frequent and accurate communication. A key factor in the definition of a true digital twin is the back-and-forth transfer of data, the action/reaction used to maintain and optimize the performance of the real-world entity. To perform successfully, the digital twin must be provided responsibly accurate data and handle that data in an equally responsible and accurate way.
A good look in the mirror.
Raw data from the machines on the mill floor are input into digital simulations and valuable probabilities can be drawn. Performance tracked, trends identified, predictions made, and lessons learned. The real “twinning” is when simulated action from the digital side can be transferred back into the real world for successful results and better performance.
Garbage in, garbage out.
Like the human experience, the digital twin matures with the input of more data and more feedback on its previous action/reaction performance. The beneficial digital twin can provide a safe and cost-saving environment to predict, test, and develop new methodologies, fine tune best practices, optimize performance, and manage predictive maintenance. Again, accuracy, frequency and action are the key.
What benefit can you see in the long term for digital twins?
Try before you buy.
The sustainable management of your most valuable resources finds a risk-free proving ground in the well-informed digital twin, providing predictive results and feedback on actions not yet taken, cost not yet incurred. With the correct input, a digital twin can validate recommended actions, fine tune new systems and best practices to ensure future results.
Upgrade not just upkeep.
Variations in raw materials, particularly with OCC and recycled furnish, challenge processing mills with supply loads containing a widening variety of growing debris that ultimately effect furnish quality. This variety in the fast-shifting global supply chain only compounds the formidable “wear and tear” placed upon mill equipment and the folks that maintain them.
Predictive maintenance should lead to predictive performance. Managing upkeep and avoiding costly downtime is an obvious battle a digital simulation is easily suited to help fight and win. But what about the wider goals of performance and quality? A true twin can keep the operation a step ahead through feed-forward control programming. Enabling the running of a well-balanced system and predicting results-based changes in furnish and other resources – people, power, and water.
What challenges face the evolution of these new technologies?
Security.
Given the importance of data and its accurate and responsible handling discussed earlier, security is foremost in the minds of many. As these systems become more integrated into the production environment, the risk of misuse and mischief will always be a factor. The digital twins and the systems and people that enable them must become strong gate keepers as well as informed digital partners. Responsible and successful implementation takes, hardware, software, and true human intelligence to turn the digital twin concept into results-providing reality.
FrontWay provides fiber processing industries with simulation software for process optimization. Founded in 2004 with a focus on pulp and paper industries, the company is headquartered in Norrköping, Sweden and will become part of Kadant’s Industrial Processing reporting segment.
https://www.frontway.se
info.frontway@kadant.com
https://fiberprocessing.kadant.com/en/
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