Optimization of a tensile strength prediction model for compacted ribbons using NIR-HIS analysis

Optimization of a tensile strength prediction model for compacted ribbons using NIR-HIS analysis

The tensile strength (TS) of compacted ribbon is a critical quality attribute in the roller compaction process that impacts the quality of the finished product. This study investigated the use of Near Infrared Hyperspectral Imaging Spectroscopy (NIR-HIS) technology for predicting TS of compacted rib...

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Bibliographic Details
Main Authors: Juthamat Wanfueangfu, Jetsada Posom, Duchdoune Teerasukaporn, Panuwat Supprung, Jomjai Peerapattana
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:Heliyon
Subjects:
Near infrared hyperspectral imaging spectroscopy
Variable importance in projection
Competitive adaptive reweighted sampling
Genetic algorithm
Roller compactor
Variable selection method
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024158690
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http://www.sciencedirect.com/science/article/pii/S2405844024158690

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