摘要：In this study, training set was composed using IS0-1 0816 which is the evaluation standards of medium-size machines and was applied for training of Artificial Neural Networks (ANN). ANN consist three layers which are an input layer, a hidden layer and an output layer. First data matrix which size is 720x9 was composed the table of ISO-10816 for the network training. Nevertheless a test matrix which is 200x5 sizes was composed. Training was tested by changing different types of hidden layers which were consisting of 5, 10, 15, 25, 50 and 75 neurons. Test results were compared with each others and the best performance was found. Back-Propagation was used in training. Suitability was determined with comparing result values and real table values.
其他摘要：Bu çalışmada titreşim analizi için "Orta Ölçekli Makinaların Titreşim Değerlendirme Standatiları ISO-10816" tablosu kullanılarak oluşturulan eğitim seti, Yapay Sinir Ağını (YSA) eğitmek için kullanılmıştır. Üç katmanlı oluşturulan YSA ağını eğitmek için I
关键词：Machinery health monitoring;Artificial Neural Networks;Vibration;IS010816-1
其他关键词：Makine sağlığı izleme;yapay sinir ağları;Titreşim;IS010816-1
