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Transitioning from micro to nano: unlocking the potential of cellulose nanomaterials Webinar
Video
01:00:20

Transitioning from micro to nano: unlocking the potential of cellulose nanomaterials Webinar

This comprehensive presentation explores advanced cellulose nanomaterial production through real-time monitoring and machine learning optimization. Marc Delgado-Aguilar demonstrates how tempo-mediated oxidation and enzymatic pretreatments can be monitored using NIR spectroscopy and chemometric modeling, enabling better process control. The research reveals optimal processing conditions for high-pressure homogenization, showing 1.5% consistency delivers maximum fibrillation yield while minimizing energy consumption. Advanced AI models including artificial neural networks and random forest algorithms successfully predict key properties like aspect ratio and yield of fibrillation from easily measurable process parameters. These breakthrough approaches address critical industry challenges in scaling cellulose nanofiber production, offering practical solutions for reducing processing costs, improving quality control, and accelerating time-to-market for sustainable nanomaterials applications across multiple industries.

April 2024 Manufacturing Technology Orders Slow Decline, Remain Above Historical Average
Article
3 min read

April 2024 Manufacturing Technology Orders Slow Decline, Remain Above Historical Average

Orders of manufacturing technology, measured by the U.S. Manufacturing Technology Orders Report published by AMT – The Association For Manufacturing Technology, reached $317.9 million in April 2024. This is a 25.6% decrease from March 2024 but only 5.4% behind orders in April 2023. Orders in 2024 totaled $1.43 billion through April, 16.2% behind orders placed in the first four months of 2023.

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