Search
Use the search bar or filters below to find any TAPPI product or publication.
Filters
Content Type
Publications
Level of Knowledge
Collections
Journal articles
Magazine articles
Earn the Competitive Advantage with Warm-up Contactless, Tissue360º Fall/Winter 2023
Journal articles
Magazine articles
How to Optimize Waste Management in the Tissue Converting Process, Tissue360º Fall/Winter 2023
Journal articles
Magazine articles
Pulp for Tissue: Södra’s 80-year Investment Plan, Tissue360º Fall/Winter 2023
Pulp for Tissue: Södra’s 80-year Investment Plan, Tissue360º
Journal articles
Magazine articles
Meeting the Future Through Knowledge Sharing and Connection, Paper360º March/April 2023
Journal articles
Magazine articles
Europap Tezol’s New Vacuum System: Peace of Mind and Major Savings, Tissue360º Spring/Summer 2024
Journal articles
Magazine articles
Research on improving the basis weight measurement accuracy of tissue paper based on PSO-BP neural network, TAPPI Journal October 2022
ABSTRACT: The near-infrared (NIR) sensor can be used for measuring the basis weight and moisture of tissue paper, but the measurement accuracy is not ideal for this paper grade. The weight range of the tissue is 10~30 g/m2, indicating that it is a low gram weight paper. The temperature and humidity of the production environment significantly impact an NIR sensor. This paper focuses on improving the measurement accuracy of tissue paper basis weight. In order to reduce the influences of temperature and humidity, a mathematical model based on a particle swarm optimization back propagation (PSO-BP) neural network is proposed. In comparison with multiple linear regression measurement models, the basis weight measurement error with the PSO-BP model is within ± 0.5 g/m2. This model can effectively improve the measurement accuracy and has a good effect on overcoming the basis weight nonlinear effect caused by the changes in ambient temperature and humidity.
Journal articles
Magazine articles
Dust Mitigation Safety Course: Vital for Tissue Makers, Tissue360º Fall/Winter 2024
Journal articles
Magazine articles
Sofidel Enhances Safety and Efficiency with AMESPHERE from AME, Tissue360º Fall/Winter 2024
Journal articles
Magazine articles
Celupaper Puts Its Trust in Toscotec, Tissue360º Fall/Winter 2020
Celupaper Puts Its Trust in Toscotec, Tissue360º Fall/Winter 2020