Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation
Joint Authors
Yang, Zixiang
Deng, Yiquan
Li, Chunqing
Wang, Tao
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-11-13
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
The computer simulation of the membrane bioreactor MBR has become the research focus of the MBR simulation.
In order to compensate for the defects, for example, long test period, high cost, invisible equipment seal, and so forth, on the basis of conducting in-depth study of the mathematical model of the MBR, combining with neural network theory, this paper proposed a three-dimensional simulation system for MBR wastewater treatment, with fast speed, high efficiency, and good visualization.
The system is researched and developed with the hybrid programming of VC++ programming language and OpenGL, with a multifactor linear regression model of affecting MBR membrane fluxes based on neural network, applying modeling method of integer instead of float and quad tree recursion.
The experiments show that the three-dimensional simulation system, using the above models and methods, has the inspiration and reference for the future research and application of the MBR simulation technology.
American Psychological Association (APA)
Li, Chunqing& Yang, Zixiang& Deng, Yiquan& Wang, Tao. 2012. Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation. Abstract and Applied Analysis،Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-491797
Modern Language Association (MLA)
Li, Chunqing…[et al.]. Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation. Abstract and Applied Analysis No. 2012 (2012), pp.1-18.
https://search.emarefa.net/detail/BIM-491797
American Medical Association (AMA)
Li, Chunqing& Yang, Zixiang& Deng, Yiquan& Wang, Tao. Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation. Abstract and Applied Analysis. 2012. Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-491797
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-491797