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A Novel Clonal Selection Algorithm for Multivariable Optimal Control of Activated Sludge Process
Corresponding Author(s) : X.J. Du
Asian Journal of Chemistry,
Vol. 25 No. 3 (2013): Vol 25 Issue 3
Abstract
A novel clonal selection algorithm (NSCA) was proposed in this work and we introduced the novel clonal selection algorithm into the wastewater treatment activated sludge process for multivariable optimal control with the lowest operational costs by limiting total substrate discharge mass. A simulation results shows that the new method is efficient and also provides a new approach for other optimal control problem.
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- G. Olsson and B. Newell, Wastewater Treatment Systems, IWA Publishing, New York (1999).
- A. Stare, D. Vrecko, N. Hvala and S. Strmc(nik, Water Res., 41, 2004 (2007).
- Y.Z. Peng, B.Z. Wang and S.Y. Wang, Acta Scient. Circumst., 18, 20 (1998).
- M.A. Steffens and P.A. Lant, Water Res., 33, 2864 (1999).
- P. Zhang, M.Z. Yuan and H. Wang, Biochem. Eng. J., 41, 53 (2008).
- X. Flores-Alsina, A. Gallego, G. Feijoo and I. Rodriguez-Roda, J. Environ. Manage., 91, 1193 (2010).
- R.B. Murphy, B.R Young and V. Kecman, ISA Transactions, 48, 93 (2009).
- Z.W. Liu, C.Z. Zhang, X.Y. Wang et al., Comp. Appl. Chem., 24, 959 (2007).
- W.T. Xue, X.B. Wu and Z.L. Xu, Control Decision, 22, 1411 (2007).
- H.T. Ye, F. Luo, Y.G. Xu et al., J. South China Univ. Technol. (Nat. Sci. Ed.), 38, 137 (2010).
- H.U. Berna and K.K. Sadan, Artificial Intelligence Rev., 36, 117 (2011).
References
G. Olsson and B. Newell, Wastewater Treatment Systems, IWA Publishing, New York (1999).
A. Stare, D. Vrecko, N. Hvala and S. Strmc(nik, Water Res., 41, 2004 (2007).
Y.Z. Peng, B.Z. Wang and S.Y. Wang, Acta Scient. Circumst., 18, 20 (1998).
M.A. Steffens and P.A. Lant, Water Res., 33, 2864 (1999).
P. Zhang, M.Z. Yuan and H. Wang, Biochem. Eng. J., 41, 53 (2008).
X. Flores-Alsina, A. Gallego, G. Feijoo and I. Rodriguez-Roda, J. Environ. Manage., 91, 1193 (2010).
R.B. Murphy, B.R Young and V. Kecman, ISA Transactions, 48, 93 (2009).
Z.W. Liu, C.Z. Zhang, X.Y. Wang et al., Comp. Appl. Chem., 24, 959 (2007).
W.T. Xue, X.B. Wu and Z.L. Xu, Control Decision, 22, 1411 (2007).
H.T. Ye, F. Luo, Y.G. Xu et al., J. South China Univ. Technol. (Nat. Sci. Ed.), 38, 137 (2010).
H.U. Berna and K.K. Sadan, Artificial Intelligence Rev., 36, 117 (2011).