Study on Prediction of Atmosphere Pollution Concentration Based on BP Model
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Abstract:
Recent years, BP model has been applied to atmospheric pollution forecast, a neural network prediction model of atmospheric pollutant concentration is set up. The research results show: the absolute errors of TSP between calculating and the monitoring is from 4×10-3mg·m-3to 3×10-2mg·m-3, the absolute errors of NOX between the calculating and the monitoring is from 5×10-3mg·m -3 to 2×10-2mg·m-3. The correlation between results of calculating and the monitoring is very well. As one of the neural network models, BP model has been applied widely, which is a simple and effective algorithm.So, BP neural network model has supplied a new way for the air pollution forecast.