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Noise Pollution Monitoring and Modelling Based On Nuerofuzzy Techniques

Author(s):

Yadav Manoj Mansing , UBDTCE, Davangere; Dr. B. Lokeshappa, UBDTCE, Davangere

Keywords:

Noise pollution, Nuerofuuzy modeling, Industrial workers, Work efficiency

Abstract

Mining industry is one the most polluting industry especially noise pollution. This is because of use of heavy machineries and blasting techniques. Following project work concentrates on monition of noise pollution in mining site and formation of a nuerofuzzy model to assess the workers work efficiency in the noisy environment as a function of level of noise, task type and time of exposure. The construction of model is done in the MATLAB software using ANFIS toolbox as well as fuzzy logic of IF-THEN rules. In high noisy environment with difficult task a worker cannot work efficiently on the other hand if noise levels are minimized and time of exposure reduced a worker can work efficiently.

Other Details

Paper ID: IJSRDV3I40615
Published in: Volume : 3, Issue : 4
Publication Date: 01/07/2015
Page(s): 921-924

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