Multivariate time series analysis for design and operation of a biological wastewater treatment plant

Water Research

Volumn 32, Issue 3, 1998, Pages 691-700

  Van Dongen, G ^a   Geuens, L ^a  

^a Karel de Grote Hogeschool Katholieke Hogeschool Antwerpen   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMASS; BREWERIES; CHEMICAL OXYGEN DEMAND; DIFFERENCE EQUATIONS; DIFFERENTIAL EQUATIONS; EFFLUENTS; MATHEMATICAL MODELS; TIME SERIES ANALYSIS; WASTEWATER;

MIXED LIQUOR SUSPENDED SOLIDS; MULTIVARIATE TIME SERIES ANALYSIS;

BIOLOGICAL WATER TREATMENT;

DESIGN; EFFLUENT TREATMENT; WASTE WATER; WATER TREATMENT PLANT;

ACTIVATED SLUDGE; ARTICLE; BIOMASS; CHEMICAL OXYGEN DEMAND; DYNAMICS; EFFLUENT; MULTIVARIATE ANALYSIS; PRIORITY JOURNAL; WASTE WATER TREATMENT PLANT;

EID: 0032030573     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0043-1354(97)00249-2     Document Type: Article

References (25)

1. Adeyemi S. O., Wu S. M., Berthouex P. M. Modeling and Control of a Phosphorus Removal Process by Multivariate Time. Wat. Res. 13:1979;105-112.
2. Akaike H. A New Look at the Statistical Model Identification. IEEE Trans. Autom. Control. 19:1974;716-723.
3. Berthouex P. M., Hunter W. G., Pallesen L., Shih C. Y. The Use of Stochastic Models in the Interpretation of Historical Data from Sewage Treatment Plants. Wat. Res. 10:1976;689-698.
4. Berthouex P. M., Hunter W. G., Pallesen L. Dynamic Behavior of an Activated Sludge Plant. Wat. Res. 12:1978;957-972.
5. Booman K. A., Pallesen L. and Berthouex P. M. (1987) Intervention Analysis to Estimate Phosphorus Loading Shifts, Systems Analysis in Water Quality Management, 289-296.
6. Box G. E. P. and Jenkins G. M. (1976) Time Series Analysis, Forecasting and Control. Holden Day, San Francisco.
7. Capodaglio A. G. Evaluation of Modeling Techniques for Wastewater Treatment Plant Automation. Wat. Sci. Tech. 30:1994;149-156.
8. Capodaglio A. G., Novotny V., Fortina L. Modelling Wastewater Treatment Plants through Time Series Analysis. Environmetrics. 3:1992;99-120.
9. Coackley P., Crowther J. M., Hamilton I. M. and Dalrymple J. F. (1978) Time Domain Techniques in the Study of Treatment Plant Performance. In New Processes of Waste Water Treatment and Recovery (edited by Mattock G.). Ellis Horwood Ltd., Chichester.
10. Daigger G. T., Nolasco D. Evaluation and Design of Full-Scale Wastewater Treatment Plants using Biological Process Models. Wat. Sci. Tech. 31:1995;245-255.
11. Debelak K. A., Sims C. A. Stochastic Modeling of an Industrial Activated Sludge Process. Wat. Res. 15:1981;1173-1183.
12. Durbin J. Testing for Serial Correlation in Least Squares Regression when some of the Regressors are Lagged Dependent Variables. Econometrica. 38:1970;410-421.
13. Ellis G. W., Grasso D., Ge X. ARMA Processes and Reliability-Based Design of Wastewater-Treatment Facilities. J. Environ. Engn. (ASCE). 119:1993;463-477.
14. Fair R. C. The Estimation of Simultaneous Equation Models with Lagged Endogenous Variables and First Order Serial Correlated Errors. Econometrica. 38:1970;507-516.
15. Fair R. C. Efficient Estimation of Simultaneous Equations with Auto-regressive Errors by Instrumental Variables. Rev. Econ. Stat. 54:1972;444-449.
16. Filion M. P., Murphy K. L., Stephenson J. P. Performance of a Rotating Biological Contactor under Transient Loading Conditions. J. WPCF. 51:1979;1925-1933.
17. Henze M., Grady C. P. L., Gujer W., Marais GvR and Matsuo T. (1987) Activated Sludge Model No. 1, IAWPRC Task Group on Mathematical Modeling for Design and Operation of Biological Wastewater Treatment, IAWQ, London.
18. Hiraoka M., Tsumura K. System Identification and Control of the Activated Sludge Process by Use of a Statistical Model. Wat. Sci. Tech. 21:1989;1161-1172.
19. Kelejian H. H. Two-Stage Least Squares and Econometric Systems Linear in Parameters but Nonlinear in the Endogenous Variables. J. Am. Stat. Ass. 66:1971;373-374.
20. Melcer H., Monteith H., Newbigging M., Nutt S. G., Stephenson J. P. Dynamic Modeling of Trace Contaminant Removal in a Municipal Sewage Treatment Plant. Wat. Sci. Tech. 21:1989;351-362.
21. Murphy K. L., Sutton P. M., Jank B. E. Dynamic Nature of Nitrifying Biological Suspended Growth Systems. Prog. Water Technol. 9:1977;279-290.
22. Naghdy G., Helliwell P. Process Improvement by Computer-Aided Load Smoothing in Activated Sludge Treatment. Wat. Sci. Tech. 21:1989;1225-1237.
23. Novotny V., Jones H., Feng X., Capodaglio A. Time Series Analysis Models of Activated Sludge Plants. Wat. Sci. Tech. 23:1991;1107-1116.
24. Pindyck R. S. and Rubinfeld D. L. (1990) Econometric Models and Economic Forecasts. McGraw-Hill, New York.
25. Vavillin V. A. Principles of Mathematical Modeling of Biological Wastewater Treatment Processes. Developments in Environmental Modeling. 7:1985;7-94.