The Application Of Data-mining Technology In The Optimization Of Chemical Processes

With the volume of database becoming more and more large, the traditional analysis technology can not meet the requirements. So it is essential to apply the data mining, a newly rising technology, to the engineering field to implement the intelligence processing of the engineering information. Therefore, this thesis applied the technology of data mining to the Study on The Fluidized Bed Electrochemical Reactor and mined some interesting rules from the experimental data set. And the result turns out to be successful.The main contributions of this thesis include:(1)First, data mining and relevant techniques are discussed .It offers an overview of all aspects of the data mining processes. Special emphasis is placed on presenting a synopsis of several common Data Mining Strategies and techniques. Basic methods for evaluating the outcome of a data mining session are described. Some primary Data Mining Techniques are introduced including methods of Generation Association Rules,Decision Trees and Genetic Learning. etc. The application prospect. for further developing are analyzed.(2)Second, The status of research and major achievements in the application of data mining technique in the modeling of chemical processes are reviewed.(3)Third , The theory of the Fluidized Bed has been introduced and the experiment data has been gathered around from the experiment of FLUIDIZED...