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 Concepts and Methods. Application of Artificial Neural Networks and Fuzzy Inference System. Pattern Recognition applied in Alcohol and LPG Fuel.
Наименование:

Concepts and Methods. Application of Artificial Neural Networks and Fuzzy Inference System. Pattern Recognition applied in Alcohol and LPG Fuel.

автор Vitor H. издательство Книга по Требованию Организация здравоохранения
Cтраниц 84        мягкая обложка       
Аннотация:This system had 99% of right responses. The first implemented an ANN to recognize data that simulated the failure of a random sensor. The first approach used a Fuzzy Inference System (FIS) and training algorithms of Artificial Neural Networks (ANN): Three systems were used. The second implemented seven ANN’s trained with input data subsets, such that six ANN’s were trained with a different failure sensor, and the seventh ANN was trained with data of all sensors without failure. The second approach consists of develop an LPG heat power recognizing system robust to one-random-sensor-loss. This work shows the results of a robust system developed as an alternative to recognize the quality of alcohol vapor and Liquid Petrol Gas (LPG) heat power in an electric nose. The results were 97% of right responses. Backpropagation and Learning Vector Quantization. This system had 97% of right responses. Some ways for hardware implementation of the recognizing system were suggested in DSP and micro-controller pre-built systems. Two methodologies were used to recognize alcohol vapor and LPG patterns. The third implemented an Ensemble Static Learning Machine with ten parallel ANN’s.
Автор: Vitor H.
Издательство: Книга по Требованию
Год:2010
Цена:
2007 руб
Нет в наличии
Поиск: Concepts and Methods. Application of Artificial Neural Networks and Fuzzy Inference System. Pattern Recognition applied in Alcohol and LPG Fuel.
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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Russia and the international economy

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