Abstract
PLS (Partial Least-Squares) is adopted to carry on non-linear compensation to the BOD (Biochemical Oxygen Demand) soft-sensing mechanism model on the basis of studying on Lawrence - McCarty formula’s BOD mechanism model. Compared with BOD biosensors adopting different materials and the least squares compensation method, the method has obvious advantages, improves the soft-sensing accuracy of BOD markedly and provides an effective way for the accurate measurement of water quality BOD in the process of waste water disposal.
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References
Liu, C., Qu, J., Xia, J., Qi, L., Dong, S.: Soft-sensing method research based on neural network for Sewage treatment indicators. Chinese Journal of Analytical Chemistry 33, 609–613 (2005)
Guan, Q., Wang, W., Xu, X., Chen, S.: Soft-sensing method research based on neural network for Sewage treatment indicators. Environmental Pollution and Control 28, 156–158 (2006)
Qi, G., Liu, Z., Cui, L.: The soft measurement method based on RBF neural network for municipal waste water treatment. Journal of Beijing Technology and Business University: Natural Science Edition 22, 36–38 (2004)
Massimo, C.D.I., Saunders, A.C.G., Morris, A.J., Montague, G.A.: Nonlinear estimation and control of mycelia fermentations, pp. 1994–1999. ACC, Pittsburg (1989)
Mcacvoy, T.J.: Contemplative stance for chemical process control. Automatic 28, 441–442 (1992)
Qi, J., Liu, Z., Wang, X.: Compensation of restrictive memory least square method for wastewater BOD soft measurement mechanism model. In: ICNC 2009, pp. 115–118.
Rongsen, D.: Oxidation Channel Waste Water Treatment Principle and Technology. Chemical Industry Press, Beijng (2006)
Qi, J., Liu, Z., Wang, X.: Research on waste water biologic process soft measurement mechanism model. In: 19th Meeting Chinese Process Control Conference Proceedings, China, pp. 95–99 (2008)
Zhang, Y.: Waste water analysis soft measurement method and application and research. Zhe Jiang University, China (2001)
Wang, H.: Partial Least-squares Regression Method and Application. National Defense Industry Press, Beijing (1999)
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Wang, X. et al. (2011). Research on the Method of Soft-sensing Intelligent Compensation for BOD Biosensors in Sewage. In: Jin, D., Lin, S. (eds) Advances in Computer Science, Intelligent System and Environment. Advances in Intelligent and Soft Computing, vol 104. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23777-5_5
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DOI: https://doi.org/10.1007/978-3-642-23777-5_5
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