This paper reviews the research and development of process system engineering (PSE) in the wastewater treatment process (WWTP). A diverse range of PSE applications have evolved in the wastewater treatment process, such as modeling, control, estimation, expert system, fault detection and monitoring system. This article describes several types of PSE that have proven to be effective in WWTP. The merits and shortcoming of PSE and its detailed applications are presented. Since its development is the forefront in WWTP, a reasonable review of the research progress in this field is addressed.
Alex J, Beteau JF, Copp JB, Hellinga C, Jepsson U, Marsili-Libelli S, Pons MN, Spanjers H, Vanhooren H, "Benchmark for Evaluating Control Stategies in Wastewater Teatment Plants," European Control Conference 99, 1999
Barros PR, Carlsson B, Water Sci. Technol., 37, 95, 1998
Bastin G, Dochain D, "On-Line Estimation and Adaptive Control of Bioreactor," Elsevier, New York, 1990
Boger Z, ISA Trans., 31, 25, 1992
Briggs R, Jones K, Oaten AB, "Monitoring and Automatic Control of Dissolved Oxygen Levels in Activated Sludge," Effluent and Water Treatment Convention, Thunderbird Enterprises, London, 11, 1967
Brouwer H, Klapwijk A, Keesman KJ, Water Res., 32, 1240, 1998
Cakici A, Bayramoglu M, Water Res., 29, 1093, 1995
Goto M, Andrew JF, "On-Line Estimation of Oxygen Uptake Rate in the Activated Sludge Process," Instrumentation and Control of Water and Wastewater Treatment and Transport Systems, 465, 1985
Gujer W, Henze M, Mino T, Matsuo T, Wentzel MC, Marais GVR, Water Sci. Technol., 31, 1, 1995
Hack M, Kohne M, Water Sci. Technol., 33, 101, 1996
Henze M, Grady CP, Gujer W, Marais GVR, Matsuo T, "A General Model for Single-Sludge Wastewater Treatment Systems," IAWPRC Scientific and Technical Report No.1, 1987
Henze M, Grady, Leslie CP, Guier W, Marais GVR, Matsuo T, Water Res., 21, 505, 1987
Henze M, Water Sci. Technol., 23, 669, 1991
Henze M, Gujer W, Mino T, Matsuo T, Wentzel MC, Marais GVR, "Activated Sludge Model No. 2," IAWPRC Scientific and Technical Report, 1995
Holmberg U, Olsson G, Andersson B, Water Sci. Technol., 21, 1185, 1989
Howell JA, Sodipo BO, "On-line Respirometry and Estimation of Aeration Efficiencies in the Activated Sludge Aeration Basin from Dissolved Oxygen Measurements," Modeling and Control of Biotechnological Process, 1985
Kano M, Nagao K, Ohno H, Hasebe S, Hashimoto I, "Dissimilarity of Process Data for Statistical Process Monitoring," International Symposium on Advanced Control of Chemical Process(ADCHEM), Pisa, Italy, 231, 2000
Kappeler J, Gujer W, "Estimation of Kinetic Parameters of Heterotrophic Parameters Under Aerobic Conditions and Characterization of Wastewater for Activated Sludge Modeling," Proc. 13th IFAC World Congress, 1992
Keinath TM, Ryckman MD, Dana CH, Hofer DA, J. Environ. Eng. Div., 103, 829, 1977
Ko KY, McInnis BC, Goodwin GC, Automatica, 18, 727, 1982
Kong Z, Vanrolleghem P, Willems P, Verstraete W, Water Res., 30, 825, 1996
Lindberg CF, Carlsson B, Water Sci. Technol., 34, 135, 1996
Lindberg CF, Carlsson B, Water Sci. Technol., 34, 173, 1996
Lindberg CF, "Control and Estimation Strategies Applied to the Activated Sludge Process," Ph. D. thesis, Uppsala Univ., Sweden, 1997
Lindberg CF, Water Sci. Technol., 37, 149, 1998
Lukasse LJS, Keesman KJ, Klapwijk A, van Straten G, "Optimal Control of N-Removal in ASP," Preprints of IAWQ 19(th) Biennial International Conference 2, IAWQ, 388, Vancouver, 1998
Olsson G, Chapman D, "Modeling the Dynamics of Clarifier Behaviour in Activated Sludhe System," Instrumentation and Control of Water and Wastewater Treatment and Transport Systems, 405, 1985
Pons MN, Spanjers H, Jeppsson U, "Towards a Benchmark for Evaluating Control Strategies in Wastewater Treatment Plants by Simulation," Escape 9, Budapest, 1999
Rundqwist L, "Self-Tuning Control of the Dissolved Oxygen Concentration in an Activated Sludge Process," Licentiate thesis, Dept, Automatic Control, Lund Inst. Tech., 1986
Teppola P, "Multivariate Process Monitoring of Sequential Process Data A Chemometric Approach," Ph.D. Thesis, Lappeenranta Univ., Finland, 1999
Tomita RK, Park SW, Zanabria OA, "Multivariate Analysis of Activated Sludge Process," Proceedings 5th International IWA Symposium Systems Analysis and Computing in Water Quality Management WATERMATEX2000, Gent, Belgium, 91, 2000
Tyagi RD, Du YG, Environ. Sci. Technol., 13, 883, 1992
Van Dongen G, Geuens L, Water Res., 32, 691, 1998
Van Overschee P, De Moor B, "Subspace Identification for Linear Systems, Theory, Implementation, Application," Kluwer Academic Publishers, 1996
Yoo CK, "Modeling and Control of Biological Wastewater Treatment Process," Ph.D. Thesis Proposal, POSTECH, 2000
Yoo CK, Choi SW, Park JH, Lee I, "Time Series Analysis and Neural Network Classification of the Secondary Settler in the Wastewater Plant," WATERMATEX2000, 99, Gent, Belgium, 2000
Yoo CK, Cho JH, Kwak HJ, Choi SK, Chun HD, Lee I, Water Sci. Technol., in press, 2001
Yoo CK, Lee I, J. Environ. Eng.-ASCE, in preparation, 2001