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The Optimization Control In Cane Sugar Boiling Process

Posted on:2003-06-21Degree:MasterType:Thesis
Country:ChinaCandidate:J YangFull Text:PDF
GTID:2168360065450933Subject:Detection Technology and Automation
Abstract/Summary:PDF Full Text Request
Cane Sugar's boiling and crystallisation is an non-linear and slowly time-varied process. Because its internal mechanism is complex, and its each variable is coupled with others, It is difficult to make the supersaturation (which affect Crystallisation directly)clear, saying nothing of establishing its mechanism model. In recent years, with the development of Artificial Intelligence and Artificial Neural Network(ANN) technology, the neural network especially BP Network is used successfully in the identification and control of the complicated process.The main work of the thesis is to model and simulate the process of Cane Sugar's crystallisation . In the end, I have also put forward a simple scheme to optimize by Expert System. The simulation result shows that the model can describe the performance of process perfectly, and its prediction and generalization abilities are superior to the recurrent model.
Keywords/Search Tags:crystallization, supersaturation, Neural Network, back propagation algorithm, optimal operation, expert system
PDF Full Text Request
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