Chapter
Apr 26, 2012
Application of Fuzzy Neural Network in Optimal Design of Methane Drainage Pipeline System in Coal Mine
Publication: ICPTT 2009: Advances and Experiences with Pipelines and Trenchless Technology for Water, Sewer, Gas, and Oil Applications
Abstract
The chief composition of methane is marsh gas in coal mine, which is a prime energy. So, it is important that methane drainage is used effective. The optimal design of pipeline system for the methane drainage is a problem which involves many fuzzy and uncertain factors. Applying Matlab function to build an optimal design and select proper training samples, the method based on combining the fuzzy theory with artificial neural networks is used to design the pipeline system. The fuzzy neural network is also an information processing system combining the artificial neural network and the fuzzy theory, which can reduce size of the fuzzy neural network and improve learning speed and reliability of algorithm. The example of Dongyu Coal Mine shows that fuzzy neural network superior design based on Matlab can more effectively avert disadvantage of the common network.
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© 2009 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Department of Resource Engineering, School of Civil and Environmental Engineering, University of Science and Technology Beijing, P.O. Box 393, University of Science and Technology Beijing, 100083. E-mail: [email protected]
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ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.