Application of BP Neural Network in Coalmine Safety Management Performance Evaluation

Ye Jiao Liu; Zhi Chao  Tian; Dong Mei Huang

doi:10.4028/www.scientific.net/AMR.734-737.2925

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 734-737Application of BP Neural Network in Coalmine...

Application of BP Neural Network in Coalmine Safety Management Performance Evaluation

Abstract:

The index system of coalmine safety management performance evaluation is established, the structure and principle of evaluation method of BP neural network is introduced and the model of performance evaluation based on BP neural network is constructed, in which the input and output parameters as well as the connection weights and domain values of every layer are defined; and based on the matlab6.0 software, it uses internal tool boxes of neural network and sample data to train the neural network that has been constructed and forecast the coalmine safety management performance.

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Periodical:

Advanced Materials Research (Volumes 734-737)

Pages:

2925-2929

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.734-737.2925

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Online since:

August 2013

Authors:

Ye Jiao Liu, Zhi Chao Tian, Dong Mei Huang

Keywords:

BP Neural Network (BPNN), Coal Mine, MATLAB 6.0, Performance Evaluation, Safety Management

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References

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