DocumentCode
2232455
Title
The Application of the Association Rules Mining Based on the Fuzzy Systemic Clustering in the Hydrocracking Refining Device
Author
Li, Rongyu ; Xu, Liping ; Yang, Xiaojian ; Yin, Xuan
Author_Institution
Coll. of Electron. & Inf. Eng., Nanjing Univ. of Technol., Nanjing, China
fYear
2009
fDate
26-28 Dec. 2009
Firstpage
994
Lastpage
997
Abstract
Hydrocracking technology is Medium Pressure Cracking technology applied to change the quality of the catalyst cracking diesel oil. It can resolve catalyst cracking diesel oil sulfur, nitrogen, the aromatic hydrocarbon content high, 16- alkanes low etc problem, taking the very important meaning for the environmental protection. Data mining taking data as analysis object is an application technology. Mature technology, accumulated data and practical needs provides a perfect opportunity for the combination of chemical technology and data mining. The paper takes the sulfur content in crude oil and process data of hydrocracking refinery device as mining object, and makes mining algorithm of association rules by the fuzzy systemic clustering as research methods for study. The results show that the association rules mining by the fuzzy systemic clustering in the hydrocracking refining device obtains a good application.
Keywords
data mining; fuzzy set theory; hydrological techniques; pattern clustering; surface cracks; aromatic hydrocarbon; aromatic hydrocarbon content; association rules mining; catalyst cracking diesel oil; data mining; fuzzy systemic clustering; hydrocracking refining device; medium pressure cracking technology; nitrogen; Association rules; Chemical technology; Data analysis; Data mining; Fuzzy systems; Hydrocarbons; Nitrogen; Petroleum; Protection; Refining;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4909-5
Type
conf
DOI
10.1109/ICISE.2009.1179
Filename
5455522
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