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Safer, More Efficient Web Thread-up, Paper360º March/April 2023

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

New Pilot Plant is a Vision in Tissue Technology, Paper360º

New Pilot Plant is a Vision in Tissue Technology, Paper360º September/October 2017

SetPoint: An Industry Opens Up, Tissue360º Spring/Summer 201

SetPoint: An Industry Opens Up, Tissue360º Spring/Summer 2017

Tissue Industry News, Tissue360º Spring/Summer 2017

Tissue Industry News, Tissue360º Spring/Summer 2017

ST Tissue Launches PM 5 Conversion to Tissue at Virginia Mil

ST Tissue Launches PM 5 Conversion to Tissue at Virginia Mill, Tissue360º Spring/Summer 2017

How Will the Tissue Connection Between Europe and North Amer

How Will the Tissue Connection Between Europe and North America Continue? Tissue360º, Spring/Summer 2017

RISI and TAPPI to Co-Produce Key Tissue Event of 2017, Tissu

RISI and TAPPI to Co-Produce Key Tissue Event of 2017, Tissue360º Spring/Summer 2017

Tissue Industry News, Tissue360º Fall/Winter 2022

Tissue Industry News, Tissue360º Fall/Winter 2022