Release Time:2019-03-11  Hits:

Indexed by: Conference Paper

Date of Publication: 2011-05-29

Included Journals: Scopus、CPCI-S、EI

Volume: 6677

Issue: PART 3

Page Number: 313-322

Key Words: basic oxygen furnace; case-based reasoning; mutual information; oxygen decarburization efficiency; blowing oxygen

Abstract: Oxygen decarburization efficiency prediction model based on mutual information case-based reasoning is proposed and the blowing oxygen of static and dynamic phases is calculated according to the forecasting results. First, a new prediction method of blowing oxygen is proposed which attributes the oxygen decarburization efficiency as solution properties of case-based reasoning. Then the mutual information is introduced into the process of determining weights of attributes, which solve the problem that the lack of information is ignored between the problem properties and the solution property in the traditional case retrieval method. The proposed model will be used in a 150 tons converter for the actual production data. The results show that the model has high prediction accuracy. On this basis the calculation accuracy of blowing oxygen in the two phases is ensured and the requirements of actual production are met.