Search

Tissue Markets: Trends That Will Shape the Next Five Years, Paper360º July/August 2022

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.

Tissue Industry News, Tissue360º Fall/Winter 2015

Tissue Industry News, Tissue360º Fall/Winter 2015

Build from Strength, Paper360º March/April 2021

Build from Strength, Paper360º March/April 2021

Carbon Costs are Coming: How Might They Impact Your Business?, Paper360º November/December 2021

Carbon Costs are Coming: How Might They Impact Your Business?, Paper360º November/December 2021

SetPoint: Nice to Meet You in Challenging Times, Tissue360º Spring/Summer 2021

SetPoint: Nice to Meet You in Challenging Times, Tissue360º Spring/Summer 2021

Tissue Industry News, Tissue360º Spring/Summer 2021

Tissue Industry News, Tissue360º Spring/Summer 2021

Build from Strength, Tissue360º Spring/Summer 2021

Build from Strength, Tissue360º Spring/Summer 2021

Understanding Conventional Tissue Machine Air Side Drying, Tissue360º Spring/Summer 2021

Understanding Conventional Tissue Machine Air Side Drying, Tissue360º Spring/Summer 2021Understanding Conventional Tissue Machine Air Side Drying, Tissue360º Spring/Summer 2021

Vajda Papír Takes a Big Step Forward, Tissue360º Spring/Summer 2021

Vajda Papír Takes a Big Step Forward, Tissue360º Spring/Summer 2021