Frederic Alexandre. Report on definition and specification of industrial applications: Steel rollmill application. Technical Report MIX/WP3/INRIA/1.0, INRIA Lorraine, March 1995.  Home/Search   Document Not in Database   Summary   Related Articles

....intelligent stand alone model. The agents defined for this fuzzy neural model will be reused for other multi hybrid models (fuzzy logic, case based reasoning and neural networks) ALLM96] in the different applications of the MIX project. 4 The roll mill application The Roll mill application [Ale95,PA96] has been selected to test the generic hybrid model. In such process, the output of the intelligent system is the suggested rolling force to optimise the steel band production. Twelve parameters are used as the input of the force predictor: three discrete and nine continuous. A data file with ....

....file with 11054 vectors (each vector with twelve inputs and the best output for them) has been used to train the system. The train set is constituted by 8866 vectors (80.2 data) and the rest of vectors(2188) constitute the test set. The value to optimise is the relative error as described in [Ale95]. Three experiments have been carried out: a pure connectionist system with unclassified data (section 4.1) a pure connectionist system with clusters (section 4.2) and a multiagent fuzzy neural prototype (section 4.3) 4.1 Pure Connectionist System with Unclassified Data A simple neural net was ....

Frederic Alexandre. Report on definition and specification of industrial applications: Steel rollmill application. Technical Report MIX/WP3/INRIA/1.0, INRIA Lorraine, March 1995.

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