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| An Intelligent Pulps Mixing Ratio System Combining Pulp Properties and Pulp Cost |
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| DOI：10.11980/j.issn.0254-508X.2016.08.009 |
| Key Words:pulp properties cost pulp mixing ratio prediction automatic optimization |
| Fund Project:教育部高等学校博士点项目(项目编号：20130172-110014)；华南理工大学本科教研教改重点项目。 |
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| Abstract:It is the usual case in the paper mills that the selection of pulps mixing ratios depends on the artificial experience. Aiming at the great difference between the expected value and the actual pulp properties, this paper presented a data-driving intelligent pulps mixing ratio system for the selection of pulps mixing ratio. It contained four functions: statistics of pulps mixing ratio and pulp properties, prediction of pulp properties, optimization of pulps mixing ratio, update of system database. With the help of friendly graphic user interface, this system had the features of convenient operation, fast training speed and high prediction accuracy. It could not only act as a quantification prediction tool of pulp properties for paper mill, but also provide the optimal solutions of pulp mixing ratios which could achieve the lowest pulp purchasing cost and the required pulp properties simultaneously. The application of this technology would be significant for the improvements of pulp quality and economic benefits for paper mill. |
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