Prediction models of pulp components based on the quality indices in bleaching process

被引:6
|
作者
Ma, Zhichao [1 ,2 ]
Chen, Shaoxu [1 ,2 ]
Yin, Yongjun [1 ,2 ]
Lu, Xiaodan [2 ]
Zhou, Yanying [2 ]
Lin, Tingting [2 ]
机构
[1] Guangxi Key Lab Clean Pulp & Papermaking & Pollut, Guangxi, Peoples R China
[2] Guangxi Univ, Sch Light Ind & Food Engn, Guangxi, Peoples R China
关键词
Bleaching; Pulp components; Prediction model; Quality indices; Regression analysis;
D O I
10.1007/s10668-020-00755-5
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The traditional measurement of quality indices cannot meet the requirements of new products, precise and intelligent control. Prediction models of pulp components are established based on analyzing the correlation between cellulose, hemicellulose, lignin content and whiteness, Kappa number, intrinsic viscosity, respectively, in the chlorine dioxide bleaching process. The results show that the models can simulate the varieties of components in bleaching process and judge the quality of bleached pulp more directly than traditional quality indices. The models have a practical significance for paper products requiring the concerned component and match to the tendency of precise and intelligent control of the bleaching process.
引用
收藏
页码:4043 / 4060
页数:18
相关论文
共 50 条
  • [1] Prediction models of pulp components based on the quality indices in bleaching process
    Zhichao Ma
    Shaoxu Chen
    Yongjun Yin
    Xiaodan Lu
    Yanying Zhou
    Tingting Lin
    Environment, Development and Sustainability, 2021, 23 : 4043 - 4060
  • [2] Quality prediction in pulp bleaching: application of a neuro-fuzzy system
    Paiva, RP
    Dourado, A
    Duarte, B
    CONTROL ENGINEERING PRACTICE, 2004, 12 (05) : 587 - 594
  • [3] Process reduces pulp bleaching effluents
    不详
    CHEMICAL ENGINEERING PROGRESS, 1996, 92 (02) : 18 - 19
  • [4] A RAPID BLEACHING PROCESS FOR KRAFT PULP
    JAMIESON, AG
    TAPPI, 1970, 53 (09): : 1732 - &
  • [5] A RAPID BLEACHING PROCESS FOR KRAFT PULP
    JAMIESON, AG
    PULP AND PAPER MAGAZINE OF CANADA, 1970, 71 (07): : 56 - &
  • [6] BLEACHING OF BAGASSE PULP BY ELECTROCHEMICAL PROCESS
    FADALI, OA
    CELLULOSE CHEMISTRY AND TECHNOLOGY, 1991, 25 (3-4): : 181 - 187
  • [7] CHEMICAL ENVIRONMENT OF PULP IN BLEACHING PROCESS
    LIEBERGOTT, N
    PULP AND PAPER MAGAZINE OF CANADA, 1971, 72 (01): : 80 - +
  • [8] OXYGEN BLEACHING OF SULFATE PULP - PULP QUALITY, EMISSIONS AND COSTS COMPARED WITH CONVENTIONAL BLEACHING
    IDNER, K
    KJELLBERG, N
    PAPERI JA PUU-PAPER AND TIMBER, 1989, 71 (03): : 262 - 268
  • [10] Prediction of irrigation water quality indices based on machine learning and regression models
    Mokhtar, Ali
    Elbeltagi, Ahmed
    Gyasi-Agyei, Yeboah
    Al-Ansari, Nadhir
    Abdel-Fattah, Mohamed K.
    APPLIED WATER SCIENCE, 2022, 12 (04)