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An intelligent system, based on hydrodynamic method and artificial neural networks usage for automotive fuels quality definition have been developed. Artificial neural networks optimal structures for the octane number of gasoline, cetane number, cetane index of diesel fuel definition have been substantiated and their accuracy has been analyzed. The implementation of artificial neural networks by means...
The process of mixture preparation at the distilleries is considered. Optimal structure of artificial neural networks for the dry residue of the mixture definition has been substantiated and accuracy of such networks has been analyzed. The system of continuous quality control of mixture preparation is proposed using modern information technologies
Opisane badania dotyczą użycia sztucznych sieci neuronowych przy realizacji asocjacyjnej pamięci motorycznej zarządzającej ręką robota humanoidalnego. Zaproponowano model kognitywnego sterowania odwołujący się do struktur i mechanizmów przetwarzania znanych z badań neurofizjologicznych. Do realizacji asocjacji posłużono się dwiema różnymi sieciami: maszyną płynową i jednokierunkową siecią asocjacyjną...
The paper describes the selected methods of adaptive control of the pulverized coal combustion process overview with various types of prognostic models. It was proposed to use a class of control methods that are relatively well established in industrial practice. The presented approach distinguishes the use of an additional source of information in the form of signals from an optical diagnostic system...
The structure of the artificial neural network (ANN) to support the selection of organic coatings was developed and verified, and its learning process was carried out. A simulation of the operation of the network was also carried out, which showed that programming of the coating system selection process can be much faster and more accurate, which is important for a system used in industrial conditions.
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