Ayrıntılı Bilimsel Program ve Bildiri Özetleri - YAEM2010

YAEM 2010
YÖNEYLEM ARAÞTIRMASI VE ENDÜSTRÝ MÜHENDÝSLÝGI 30. ULUSAL KONGRESÝ
neural network (ANN) models were constructed using a mixed
autoregressive relationship to realize the stochastic nature of the TSP
levels for each month of the winter season. The impact of wind
direction on TSP concentration was introduced to the model by
defining two variables. Linear regression models were also
constructed to check the performance of the neural networks. The
most significant factors affecting the TSP concentration are found to
be the TSP level of the previous day, expected temperature, wind
speed, air pressure, and precipitation.
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