Potential and limitations of modern equipment for real time control of urban wastewater systems

References

• Beck , M.B. , Watts , J.B. and Winkler , S. 1998 . An environmental process control laboratory: At the interface between instrumentation and model development . Water Science and Technology , 37 ( 12 ) : 353 – 362 .
   Web of Science ®Google Scholar
• Bertrand-Krajewski , J.-L. , Campisano , A. , Creaco , E. and Modica , C. 2005 . Experimental analysis of the Hydrass flushing gate and field validation of flush propagation modelling . Water Science and Technology , 51 ( 2 ) : 129 – 137 .
   PubMed Web of Science ®Google Scholar
• Berne , A. , Delrieu , G. , Creutin , J.D. and Obled , C. 2004 . Temporal and spatial resolution of rainfall measurements required for urban hydrology . Journal of Hydrology , 299 : 166 – 179 .
   Web of Science ®Google Scholar
• Cabrera , E. and Cabrera , E. 2003 . Pumps, Electromechanical Devices and Systems Applied to Urban Water Management , Lisse, The Netherlands : Balkema Publisher .
   Google Scholar
• Campisano , A. 2009 . Laboratory investigation on the performances of baffles for the capture of sewer floatables . Water Science and Technology , 60 ( 1 ) : 29 – 36 .
   PubMed Web of Science ®Google Scholar
• Campisano , A. , Creaco , E. and Modica , C. 2004 . Experimental and numerical analysis of the scouring effects of flushing waves on sediment deposits . Journal of Hydrology , 299 ( 3–4 ) : 324 – 334 .
   Web of Science ®Google Scholar
• Campisano , A. , Creaco , E. and Modica , C. 2006 . Experimental analysis of the Hydrass flushing gate and laboratory validation of flush propagation modelling . Water Science and Technology , 54 ( 6–7 ) : 101 – 108 .
   PubMed Web of Science ®Google Scholar
• Campisano , A. , Creaco , E. and Modica , C. 2007 . Dimensionless approach for the design of flushing gates in sewer channels . Journal of Hydraulic Engineering , 133 ( 8 ) : 964 – 972 .
   Web of Science ®Google Scholar
• Campisano , A. , Creaco , E. and Modica , C. 2008 . Laboratory investigation on the effects of flushes on cohesive sediment beds . Urban Water Journal , 5 ( 1 ) : 3 – 14 .
   Web of Science ®Google Scholar
• Campisano , A. , Creaco , E. and Modica , C. 2010 . RTC of valves for leakage reduction in water supply networks . Journal of Water Resources Planning and Management , 136 ( 1 ) : 138 – 141 .
   Web of Science ®Google Scholar
• Campisano , A. and Modica , C. 2002 . PID and PLC units for the real-time control of sewer systems . Water Science and Technology , 45 ( 7 ) : 95 – 104 .
   PubMed Web of Science ®Google Scholar
• Campisano , A. and Modica , C. 2003 . Flow velocities and shear stresses during flushing operations in sewer collectors . Water Science and Technology , 47 ( 4 ) : 123 – 128 .
   PubMed Web of Science ®Google Scholar
• Campisano , A. , Schilling , W. and Modica , C. 2000 . Regulator's setup with application to the Roma-Cecchignola combined sewer system . Urban Water , 2 ( 3 ) : 235 – 242 .
   Google Scholar
• Cembrano , G. , Quevedo , J. , Salamero , M. , Puig , V. , Figueras , J. and Marti , J. 2004 . Optimal control of urban drainage systems. A case study . Control Engineering Practice , 12 ( 1 ) : 1 – 9 .
   Web of Science ®Google Scholar
• Colas , H. , Jolicoeur , N. , Pleau , M. , Marcoux , C. , Field , R. and Stinson , M. 2001 . “ The choice of a real time control strategy for combined sewer overflow control ” . In Proceedings 5th international conference on diffuse/nonpoint pollution and watershed management , Milwaukee, USA : IWA Pub., Published in CD-ROM . 10–15 June 2001
   Google Scholar
• Cutore , P. , Cristaudo , G. , Campisano , A. , Modica , C. , Cancelliere , A. and Rossi , G. 2007 . Regional models for the estimation of streamflow series in ungauged basins . Water Resources Management , 21 ( 5 ) : 789 – 800 .
   Web of Science ®Google Scholar
• Dettmar , J. and Staufer , P. 2005 . Modelling of flushing waves for optimising cleaning operations . Water Science and Technology , 52 ( 5 ) : 233 – 240 .
   PubMed Web of Science ®Google Scholar
• Dirckx , G. , Thoeye , Ch. , De Gueldre , G. and Van De Steene , B. 2011 . CSO management from an operator's perspective: A step-wise action plan . Water Science and Technology , 63 ( 5 ) : 1044 – 1052 .
   PubMed Web of Science ®Google Scholar
• Dochain , D. and Vanrolleghem , P.A. 2001 . Dynamical Modelling and Estimation in Wastewater Treatment Processes , London : IWA Publishing .
   Google Scholar
• Erbe , V. and Schutze , M. 2005 . An integrated modelling concept for immission-based management of sewer system, wastewater treatment plant and river . Water Science and Technology , 52 ( 5 ) : 95 – 103 .
   PubMed Web of Science ®Google Scholar
• Fayad , P. , Prévost , M. and Sauvé , S. 2010 . Laser diode thermal desorption – atmospheric pressure chemical ionization tandem mass spectrometry analysis of selected steroid hormones in wastewater: Method optimization and application . Analytical Chemistry , 82 : 635 – 645 .
   Web of Science ®Google Scholar
• Fuchs , L. and Beeneken , T. 2005 . Development and implementation of a real-time control strategy for the sewer system of the city of Vienna . Water Science and Technology , 52 ( 5 ) : 187 – 194 .
   PubMed Web of Science ®Google Scholar
• Gamerith , V. , Steger , B. , Hochedlinger , M. and Gruber , G. 2011 . “ Assessment of UV/VIS-spectrometry performance in combined sewer monitoring under wet weather conditions ” . In Proceedings 12th international conference on urban drainage , Porto Alegre, Brazil : IWA Pub., Published in CD-ROM . 10–15 September 2011
   Google Scholar
• Gruber , G. , Winkler , S. and Pressl , A. 2005 . Continuous monitoring in sewer networks an approach for quantification of pollution loads from CSOs into surface water bodies . Water Science and Technology , 52 ( 12 ) : 215 – 223 .
   PubMed Web of Science ®Google Scholar
• Grüning , H. and Orth , H. 2002 . Investigations of the dynamic behaviour of the composition of combined sewage using on-line analyzers . Water Science and Technology , 45 ( 4–5 ) : 77 – 83 .
   PubMed Web of Science ®Google Scholar
• Hoppe , H. , Messmann , S. , Giga , A. and Gruening , H. 2011 . A real-time control strategy for separation of highly polluted storm water based on UV–Vis online measurements–from theory to operation . Water Science and Technology , 63 ( 10 ) : 2287 – 2293 .
   PubMed Web of Science ®Google Scholar
• Hughes , A.W. , Longair , I.M. , Ashley , R.M. and Kirby , K. 1996 . Using an array of ultrasonic velocity transducers to improve the accuracy of large sewer mean velocity measurements . Water Science and Technology , 33 ( 1 ) : 1 – 12 .
   Web of Science ®Google Scholar
• Ingildsen , P. , Jeppsson , U. and Olsson , G. 2002 . Dissolved oxygen controller based on online measurements of ammonium combining feed-forward and feedback . Water Science and Technology , 45 ( 4–5 ) : 453 – 460 .
   PubMed Web of Science ®Google Scholar
• Ingildsen , P. and Olsson , G. 2002 . Exploiting online in-situ ammonium, nitrate and phosphate sensors in full-scale wastewater plant operation . Water Science and Technology , 45 ( 4–5 ) : 139 – 147 .
   Google Scholar
• ITA . 2002 . “ Optimal flow measurement, understanding selection, application, installation and operation of flowmeters ” . In Proceedings of ITA Workshop WK02FM-002 , Henderson, USA : Instrumentation Testing Association .
   Google Scholar
• Jeppsson , U. , Pons , M.-N. , Nopens , I. , Alex , J. , Copp , J.B. , Gernaey , K.V. , Rosen , C. , Steyer , J.-P. and Vanrolleghem , P.A. 2007 . Benchmark simulation model no 2: General protocol and exploratory case studies . Water Science and Technology , 56 ( 8 ) : 67 – 78 .
   PubMed Web of Science ®Google Scholar
• Krier , J. 1998 . “ Des îlots de survie pour les poissons ” . In Proceedings Paris-Québec international symposium, waterways rehabilitation in urban environments , 431 – 444 . Quebec City : CET . 28–30 September 1998
   Google Scholar
• Lacour , C. and Schütze , M. 2011 . Real-time control of sewer systems using turbidity measurements . Water Science and Technology , 63 ( 11 ) : 2628 – 2632 .
   PubMed Web of Science ®Google Scholar
• Lynggaard-Jensen , A. , Eisum , N.H. , Rasmussen , I. , Svankjær Jocobsen , H. and Stenstrøm , T. 1996 . Description and test of a new generation of nutrient sensors . Water Science and Technology , 33 ( 1 ) : 25 – 35 .
   Web of Science ®Google Scholar
• Meirlaen , J. , Van Assel , J. and Vanrolleghem , P.A. 2002 . Real time control of the integrated urban wastewater system using simultaneously simulating surrogate models . Water Science and Technology , 45 ( 3 ) : 109 – 116 .
   PubMed Web of Science ®Google Scholar
• Middleton , J.R. and Barrett , M.E. 2008 . Water quality performance of a batch-type stormwater detention basin . Water Environment Research , 80 ( 2 ) : 172 – 178 .
   PubMed Web of Science ®Google Scholar
• Miles , S.L. , Sinclair , R.G. , Riley , M.R. and Pepper , I.L. 2011 . Evaluation of select sensors for real-time monitoring of Escherichia coli in water distribution systems . Applied Environmental Microbiology , 77 : 2813 – 2816 .
   PubMed Web of Science ®Google Scholar
• Olsson , G. and Newell , R.B. 1999 . Wastewater Treatment Systems – Modelling, Diagnosis and Control , London : IWA Publishing .
   Google Scholar
• Olsson , G. , Nielsen , M.K. , Yuan , Z. , Lynggaard-Jensen , A. and Steyer , J.-P. 2005 . Instrumentation, Control and Automation in Wastewater Systems. , London : IWA Publishing . Scientific and Technical Report
   Google Scholar
• Oriol , G. , Sutherland-Stacey , L. and Yuan , Z. 2010 . Simultaneous online measurement of sulfide and nitrate in sewers for nitrate dosing optimisation . Water Science and Technology , 61 : 651 – 658 .
   PubMed Web of Science ®Google Scholar
• Pleau , M. , Pelletier , G. , Colas , H. and Bonin , R. 2001 . Global predictive real-time control of Quebec Urban Community's westerly sewer network . Water Science and Technology , 43 ( 7 ) : 123 – 130 .
   PubMed Web of Science ®Google Scholar
• Pleau , M. , Pelletier , G. , Colas , H. , Lavallée , P. and Bonin , R. 2002 . “ Reliability and robustness in real-time control applications ” . In Proceedings 9th international conference on urban drainage , Portland, OR, USA : ASCE, Published in CD-ROM . 8–13 September 2002
   Google Scholar
• Pleau , M. , Colas , H. , Lavallée , P. , Pelletier , G. and Bonin , R. 2005 . Global optimal real-time control of the Quebec urban drainage system . Environmental Modelling & Software , 20 : 401 – 413 .
   Web of Science ®Google Scholar
• Pleau , M. , Fradet , O. , Colas , H. and Marcoux , C. 2010 . “ Giving the rivers back to the public. Ten years of Real Time Control in Quebec City ” . In Proceedings international conference on sustainable techniques and strategies in urban water management (Novatech2010) , Lyon, France : GRAIE, Published in CD-ROM . 27 June–1 July 2010
   Google Scholar
• Pressl , A. , Winkler , S. and Gruber , G. 2004 . In-line river monitoring – new challenges and opportunities . Water Science and Technology , 50 ( 11 ) : 67 – 72 .
   PubMed Web of Science ®Google Scholar
• Puig , V. 2009 . “ Fault detection and isolation in sewer networks ” . In Proceedings of 7th IFAC international symposium on fault detection, supervision and safety of technical systems, SAFEPROCESS'09 , 1282 – 1293 . Barcelona. Amsterdam, The Netherlands : Elsevier . 30 June–3 July 2009
   Google Scholar
• Puig , V. , Cembrano , G. , Romera , J. , Quevedo , J. , Aznar , B. , Ramón , G. and Cabot , J. 2009 . Predictive optimal control of sewer networks using CORAL tool: Application to Riera Blanca catchment in Barcelona . Water Science and Technology , 60 ( 4 ) : 869 – 878 .
   PubMed Web of Science ®Google Scholar
• Rieger , L. and Vanrolleghem , P.A. 2008 . monEAU: A platform for water quality monitoring networks . Water Science and Technology , 57 ( 7 ) : 1079 – 1086 .
   PubMed Web of Science ®Google Scholar
• Rosen , C. and Lennox , J.A. 2001 . Multivariate and multiscale monitoring of wastewater treatment operation . Water Research , 35 : 3402 – 3410 .
   PubMed Web of Science ®Google Scholar
• Schilling , W. 1989 . Real-Time Control of Urban Drainage Systems. The State-of-the-Art. scientific and Technical Reports n°2 , London : IWA Publishing .
   Google Scholar
• Schilling , W. 1991 . Rainfall data for urban hydrology: What do we need? . Atmospheric Research , 27 ( 1–3 ) : 5 – 21 .
   Web of Science ®Google Scholar
• Schilling , W. , Andersson , B. , Nyberg , U. , Aspegren , H. , Rauch , W. and Harremoes , P. 1996 . Real Time Control of wastewater systems . Journal of Hydraulic Research , 34 ( 6 ) : 785 – 797 .
   Web of Science ®Google Scholar
• Schilperoort, R., 2011. Monitoring as a tool for the assessment of wastewater quality dynamics, Thesis (PhD). Technical University of Delft, The Netherlands
   Google Scholar
• Schraa , O. , Tole , B. and Copp , J.B. 2006 . Fault detection for control of wastewater treatment plants . Water Science and Technology , 53 ( 4–5 ) : 375 – 382 .
   PubMed Web of Science ®Google Scholar
• Schütze , M. , Campisano , A. , Colas , H. , Schilling , W. and Vanrolleghem , P.A. 2004a . Real-time control of urban wastewater systems–where do we stand today? . Journal of Hydrology , 299 : 335 – 348 .
   Web of Science ®Google Scholar
• Schütze , M. , Erbe , V. , Haas , U. , Scheer , M. and Weyand , M. 2004b . “ PASST – A planning aid for sewer system real time control ” . In Proceedings of the 6th international conference on urban drainage modelling , 701 – 708 . Dresden, Germany. London, UK : IWA Pub., Published in CD-ROM . 15–17 September 2004
   Google Scholar
• Schaffner , J. and Steinhardt , R. 2011 . “ Numerical investigations on the effect of sewer cleaning flush waves under the influence of downstream water levels ” . In 2010 stormwater and urban water systems modeling conference – cognitive modeling of urban water systems , 57 – 78 . Toronto, Ontario, Canada. Guelph, ON, Canada : CHI, Published in CD-ROM . 18–19 February 2010
   Google Scholar
• Staufer , P. and Pinnekamp , J. 2008 . In situ measurements of shear stresses of a flushing wave in a circular sewer using ultrasound . Water Science and Technology , 57 ( 9 ) : 1363 – 1368 .
   PubMed Web of Science ®Google Scholar
• Thomann , M. , Rieger , L. , Frommhold , S. , Siegrist , H. and Gujer , W. 2002 . An efficient monitoring concept with control charts for on-line sensors . Water Science and Technology , 46 ( 4–5 ) : 107 – 116 .
   PubMed Web of Science ®Google Scholar
• USEPA . 1999 . Combined sewer overflow technology fact sheet. Maximization of in-line storage , Report 832-F-99-036, September 1999 Washington, DC : EPA .
   Google Scholar
• USEPA . 2006 . Real time control of urban drainage networks , Report 600-R-06-120, September 2006 Washington, DC : EPA .
   Google Scholar
• Vanderhasselt , A. , De Clercq , B. , Vanderhaegen , B. , Verstraete , W. and Vanrolleghem , P.A. 1999 . On-line control of polymer addition to prevent massive sludge wash-out . Journal of Environmental Engineering , 125 : 1014 – 1021 .
   Web of Science ®Google Scholar
• Vanrolleghem , P.A. and Lee , D.S. 2003 . On-line monitoring equipment for wastewater treatment processes: State of the art . Water Science and Technology , 47 ( 2 ) : 1 – 34 .
   PubMed Web of Science ®Google Scholar
• Vanrolleghem , P.A. , Benedetti , L. and Meirlaen , J. 2005 . Modelling and real-time control of the integrated urban wastewater system . Environmental Modelling & Software , 20 ( 4 ) : 427 – 442 .
   Web of Science ®Google Scholar
• Vazquez , J. , Francois , M. and Gilbert , D. 2003 . Real-time management of a sewage system: verification of the optimality and applicability of graphical linear programming compared to mixed linear programming [in French] . Revue des Sciences de l'Eau , 16 ( 4 ) : 425 – 442 .
   Google Scholar
• Venkatasubramanian , V. , Rengaswamy , R. , Yin , K. and Kavuri , S.N. 2003a . A review of process fault detection and diagnosis – Part I: Quantitative model-based methods . Computers in Chemical Engineering , 27 : 293 – 311 .
   Web of Science ®Google Scholar
• Venkatasubramanian , V. , Rengaswamy , R. and Kavuri , S.N. 2003b . A review of process fault detection and diagnosis–Part II: Qualitative models and search strategies . Computers in Chemical Engineering , 27 : 313 – 326 .
   Web of Science ®Google Scholar
• Venkatasubramanian , V. , Rengaswamy , R. , Kavuri , S.N. and Yin , K. 2003c . A review of process fault detection and diagnosis – Part III: Process history based methods . Computers in Chemical Engineering , 27 : 327 – 346 .
   Web of Science ®Google Scholar
• Vieux , B.E. and Vieux , J.E. 2005 . Statistical evaluation of a radar rainfall system for sewer system management . Atmospheric Research , 77 : 322 – 336 .
   Web of Science ®Google Scholar
• Watts , J.B. , Evans , K. and Molloy , A. 1990 . “ A wastewater/water process monitoring system allowing operational control – Developed by an operational manager ” . In Advances in Water Pollution Control , Edited by: Briggs , R. 143 – 154 . London : Pergamon Press .
   Google Scholar
• WERF . 2002 . Assess and Document Installed State-of-the-Art WWTP Sensing and Control Systems , Draft Report, Project 99-WWF-4 Alexandria, Virginia : WERF .
   Google Scholar
• Weyand , M. 2002 . Real-time control in combined sewer systems in Germany–Some case studies . Urban Water , 4 : 347 – 354 .
   Google Scholar
• Williams , K.J. , Tait , S.J. and Ashley , R.M. 2009 . In-sewer sedimentation associated with active flow control . Water Science and Technology , 60 ( 1 ) : 55 – 63 .
   PubMed Web of Science ®Google Scholar
• Winkler , S. , Zessner , M. , Saracevic , E. and Fleischmann , N. 2008 . Intelligent monitoring networks – Transformation of data into information for water management . Water Science and Technology , 58 ( 2 ) : 317 – 322 .
   PubMed Web of Science ®Google Scholar
• Yoo , C.K. , Villez , K. , Lee , I.-B. , Rosen , C. and Vanrolleghem , P.A. 2006 . Multi-model statistical process monitoring and diagnosis of a sequencing batch reactor . Biotechnology and Bioengineering , 96 : 687 – 701 .
   Web of Science ®Google Scholar
• Zhang , L. , De Gusseme , B. , Cai , L. , De Schryver , P. , Marzorati , M. , Boon , N. , Lens , P. and Verstraete , W. 2011 . Addition of an aerated iron-rich waste-activated sludge to control the soluble sulphide concentration in sewage . Water and Environment Journal , 25 ( 1 ) : 106 – 115 .
   Web of Science ®Google Scholar