Application of an engineering algorithm with software code (C4.5) for specific ion detection in the chemical industries |
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| Affiliation: | 1. Department of Thermal Engineering, Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Tsinghua University, Beijing 100084, China;2. Institute of Combustion and Thermal System, School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing 100044, China |
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| Abstract: | The development of an on-line computer-based classification system for the automatic detection of different ions, existing in different solutions, is addressed using a machine learning algorithm. Different parameters (current, mass and resistance) were collected simultaneously. Then these laboratory measurements are used by an algorithm software as a logged data file, resulting in to inducing a decision tree. Later, a systematic software is designed based on the rules derived from this decision tree, to recognise the type of unknown solution used in the experiment. This is a new approach to data acquisition in chemical industries involving conducting polymers. |
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