125
Views
15
CrossRef citations to date
0
Altmetric
Articles

Multi-objective optimization of cascade controller in combined biological nitrogen and phosphorus removal wastewater treatment plant

, &
Pages 138-148 | Received 25 Dec 2011, Accepted 10 Feb 2012, Published online: 30 Apr 2012

References

  • Yoo , C.K. , Villez , K. , Van Hulle , S.W. and Vanrolleghem , P.A. 2008 . Enhanced process monitoring for wastewater treatment systems . Environmetrics , 19 : 602 – 617 .
  • Hauduc , H. , Gillot , S. , Rieger , L. , Ohtsuki , T. , Shaw , A. , Takács , I. and Winkler , S. 2009 . Activated sludge modelling in practice: An international survey . Water Sci. Technol. , 60 : 1943 – 1951 .
  • Olsson , G. and Newell , B. 1999 . Wastewater Treatment Systems: Modelling, Diagnosis and Control , London : IWA .
  • Sung , S. , Lee , J. and Lee , I. 2009 . Process identification and PID control , Singapore : Wiley-Blackwell .
  • Cho , J. , Sung , S. and Lee , I. 2002 . Cascade control strategy for external carbon dosage in predenitrifying process . Water Sci. Technol. , 45 : 53 – 60 .
  • Liu , H. and Yoo , C. 2011 . Performance assessment of cascade controllers for nitrate control in a wastewater treatment process . Korean J. Chem. Eng. , 28 : 667 – 673 .
  • Ráduly , B. , Gernaey , K.V. , Capodaglio , A.G. , Mikkelsen , P.S. and Henze , M. 2007 . Artificial neural networks for rapid WWTP performance evaluation: Methodology and case study . Environ. Modell. Softw. , 22 : 1208 – 1216 .
  • Gernaey , K.V. , Flores-Alsina , X. , Rosen , C. , Benedetti , L. and Jeppsson , U. 2011 . Dynamic influent pollutant disturbance scenario generation using a phenomenological modelling approach . Environ. Modell. Softw. , 26 : 1255 – 1267 .
  • Gernaey , K.V. and Jorgensen , S.B. 2004 . Benchmarking combined biological phosphorus and nitrogen removal wastewater treatment processes . Control Eng. Pract. , 12 : 357 – 373 .
  • Machado , V.C. , Gabriel , D. , Lafuente , J. and Baeza , J.A. 2009 . Cost and effluent quality controllers design based on the relative gain array for a nutrient removal WWTP . Water Res. , 43 : 5129 – 5141 .
  • Stare , A. , Vrecko , D. , Hvala , N. and Strmcnik , S. 2007 . Comparison of control strategies for nitrogen removal in an activated sludge process in terms of operating costs: A simulation study . Water Res. , 41 : 2004 – 2014 .
  • Guerrero , J. , Guisasola , A. , Vilanova , R. and Baeza , J.A. 2011 . Improving the performance of a WWTP control system by model-based setpoint optimisation . Environ. Modell. Softw. , 26 : 492 – 497 .
  • Lee , F.C. , Rangaiah , G.P. and Ray , A.K. 2007 . Multi-objective optimization of an industrial penicillin V bioreactor train using non-dominated sorting genetic algorithm . Biotechnol. Bioeng. , 98 : 586 – 598 .
  • Vince , F. , Marechal , F. , Aoustin , E. and Bréant , P. 2008 . Multi-objective optimization of RO desalination plants . Desalination , 222 : 96 – 118 .
  • Salcedo , R. , Antipova , E. , Boer , D. , Jiménez , L. and Guillén-Gosálbez , G. 2012 . Multi-objective optimization of solar Rankine cycles coupled with reverse osmosis desalination considering economic and life cycle environmental concerns . Desalination , 286 : 358 – 371 .
  • Beraud , B. , Steyer , J. , Lemoine , C. , Latrille , E. , Manic , G. and Printemps-Vacquier , C. 2007 . Towards a global multi objective optimization of wastewater treatment plant based on modeling and genetic algorithms . Water Sci. Technol. , 56 : 109
  • Henze , M. , Gujer , W. , Mino , T. , Matsuo , T. , Wentzel , M. , Marais , G. and Van Loosdrecht , M. 1999 . Activated sludge model no. 2d, ASM2d . Water Sci. Technol. , 39 : 165 – 182 .
  • Takacs , I. , Patry , G. and Nolasco , D. 1991 . A dynamic model of the clarification-thickening process . Water Res. , 25 : 1263 – 1271 .
  • Rangaiah , G.P. 2009 . Multi-objective Optimization: Techniques and Applications in Chemical Engineering , Singapore : World Scientific .
  • Deb , K. , Pratap , A. , Agarwal , S. and Meyarivan , T. 2002 . A fast and elitist multiobjective genetic algorithm: NSGA-II . IEEE Trans. Evol. Comput. , 6 : 182 – 197 .
  • Sin , G. , Gernaey , K.V. , Neumann , M.B. , van Loosdrecht , M.C.M. and Gujer , W. 2011 . Global sensitivity analysis in wastewater treatment plant model applications: Prioritizing sources of uncertainty . Water Res. , 45 : 639 – 651 .
  • Zhu , Y. 2001 . Multivariable System Identification for Process Control , Oxford : Elsevier .
  • Ljung , L. 1999 . System Identification: Theory for the User , Englewood Cliffs , NJ : Prentice-Hall .
  • Skogestad , S. 2003 . Simple analytic rules for model reduction and PID controller tuning . J. Process Control , 13 : 291 – 309 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.