TY -的A2 -卡马拉,何塞·s . AU - Sandak安娜盟——Sandak Jakub盟——Janiszewska Dominika盟——Hiziroglu萨利姆AU - Petrillo,玛尔塔非盟- Grossi保罗PY - 2018 DA - 2018/09/30 TI -近红外光谱分析专家系统的原型芯板材识别SP - 6025163六世- 2018 AB -这项工作的总体目标是开发一个原型专家系统协助质量控制和可追溯性的颗粒板板生产地板。四种不同的碎料板生产在工业实验室规模和植物进行评估。材料不同的面板类型、组成、和胶系统。采用近红外光谱法作为先锋工具发展的两级专家系统适用于分类和可追溯性的调查样本。便携式,商用的近红外光谱仪用于无损测量颗粒板板。25批颗粒板,每个都包含至少三个独立副本,用于原系统开发和评估它的性能。四种可供选择的最优化方法(PLS-DA、资讯、SIMCA和支持向量机)用于光谱数据分类。为小组开发的模型识别两个级别不同的普遍性。在第一阶段,四个在24测试组合导致100%正确的分类。歧视精度和PLS-DA SVMC高(> 99%),即使没有任何光谱预处理。 SNV preprocessed spectra and SVMC algorithm were used at the second stage for panel batch classification. Panels manufactured by two producers were 100% correctly classified, industrial panels produced by different manufacturing plants were classified with 98.9% success, and the experimental panels manufactured in the laboratory were classified with 63.7% success. Implementation of NIR spectroscopy for wood-based product traceability and quality control may have a great impact due to the high versatility of the production and wide range of particleboards utilization. SN - 2314-4920 UR - https://doi.org/10.1155/2018/6025163 DO - 10.1155/2018/6025163 JF - Journal of Spectroscopy PB - Hindawi KW - ER -