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

Формат:      Страниц 84
     мягкая обложка
Vitor H.    
Книга по Требованию    
2008 руб
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Some ways for hardware implementation of the recognizing system were suggested in DSP and micro-controller pre-built systems. The third implemented an Ensemble Static Learning Machine with ten parallel ANN’s. This system had 97% of right responses. 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 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. Backpropagation and Learning Vector Quantization. The first implemented an ANN to recognize data that simulated the failure of a random sensor. Three systems were used. The first approach used a Fuzzy Inference System (FIS) and training algorithms of Artificial Neural Networks (ANN): Two methodologies were used to recognize alcohol vapor and LPG patterns. This system had 99% of right responses. The results were 97% of right responses.
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Black label society
Джей Ди тем временем отбыл, а его место занял Стив Гибб по прозвищу "S.O.B.", сын Барри Гибба из " Bee Gees". После выхода пластинки вновь состоялись американско-японские гастроли. Во время этого тура у Ондича раздуло щеку, и он, будучи не в состоянии играть из-за невыносимой боли вынужден был подмениться Крэйгом Нуненмачером. Когда Фил все-таки поправился, у него произошла стычка с Закком, и ударник хлопнул дверью. Таким образом Нуненмачер стал постоянным членом "Black label socie y". После выхода концертника "Alcohol fueled brew ali y" команду покинул Стив Гибб, а его место занял бывший басист Оззи Осборна и " Alice i chai s" Майк Инез. Правда он продержался недолго, поскольку был связан контрактом с другой группой. "Black label socie y" на концертах выручил другой "подельник" Оззи, Роб Траджилло. В 2001 году Закк вновь помогал Осборну записывать альбом и даже предложил тому несколько своих песен, но тот от них отказался. Часть этих треков впоследствии вошла на очередной диск "Black label socie y" "1919 e er al".

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