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A Pressure Control Method for Emulsion Pump Station Based on Elman Neural Network

In order to realize pressure control of emulsion pump station which is key equipment of coal mine in the safety production, the control requirements were analyzed and a pressure control method based on Elman neural network was proposed. The key techniques such as system framework, pressure predictio...

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Detalles Bibliográficos
Autores principales: Tan, Chao, Qi, Nan, Zhou, Xin, Liu, Xinhua, Yao, Xingang, Wang, Zhongbin, Si, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378604/
https://www.ncbi.nlm.nih.gov/pubmed/25861253
http://dx.doi.org/10.1155/2015/684096
Descripción
Sumario:In order to realize pressure control of emulsion pump station which is key equipment of coal mine in the safety production, the control requirements were analyzed and a pressure control method based on Elman neural network was proposed. The key techniques such as system framework, pressure prediction model, pressure control model, and the flowchart of proposed approach were presented. Finally, a simulation example was carried out and comparison results indicated that the proposed approach was feasible and efficient and outperformed others.