Multiple-objective evaluation of wastewater treatment plant control alternatives.

Besides the evaluation of the environmental issues, the correct assessment of wastewater treatment plants (WWTP) should take into account several objectives such as: economic e.g. operation costs; technical e.g. risk of suffering microbiology-related TSS separation problems; or legal e.g. accomplishment with the effluent standards in terms of the different pollution loads. For this reason, the main objective of this paper is to show the benefits of complementing the environmental assessment carried out by life cycle assessment with economical, technical and legal criteria. Using a preliminary version of the BSM2 as a case study, different combinations of controllers are implemented, simulated and evaluated. In the following step, the resulting multi-criteria matrix is mined using multivariate statistical techniques. The results showed that the presence of an external carbon source addition, the type of aeration system and the TSS controller are the key elements creating the differences amongst the alternatives. Also, it was possible to characterize the different control strategies according to a set of aggregated criteria. Additionally, the existing synergies amongst different objectives and their consequent trade-offs were identified. Finally, it was discovered that from the initial extensive list of evaluation criteria, only a small set of five are really discriminant, being useful to differentiate within the generated alternatives.

[1]  A. R. Mels,et al.  Sustainability criteria as a tool in the development of new sewage treatment methods , 1998 .

[2]  Francesc Castells,et al.  LCA as a decision support tool for the environmental improvement of the operation of a municipal wastewater treatment plant. , 2009, Environmental science & technology.

[3]  Lauren Basson,et al.  An integrated approach for the consideration of uncertainty in decision making supported by Life Cycle Assessment , 2007, Environ. Model. Softw..

[4]  R. Heijungs,et al.  Life cycle assessment An operational guide to the ISO standards , 2001 .

[5]  Mogens Henze,et al.  Activated sludge models ASM1, ASM2, ASM2d and ASM3 , 2015 .

[6]  A. Mosier,et al.  Nitrous oxide emissions from agricultural soils , 1994, Fertilizer research.

[7]  Sylvie Gillot,et al.  The COST Simulation Benchmark: Description and Simulator Manual , 2001 .

[8]  Stefano Schiavon,et al.  Climate Change 2007: The Physical Science Basis. , 2007 .

[9]  V. L. Orkin,et al.  Scientific Assessment of Ozone Depletion: 2010 , 2003 .

[10]  Jong Moon Park,et al.  Environmental impact minimization of a total wastewater treatment network system from a life cycle perspective. , 2009, Journal of environmental management.

[11]  P. J. Roeleveld,et al.  Sustainability of municipal wastewater treatment , 1997 .

[12]  A. Chambers,et al.  World Energy Outlook 2008 , 2008 .

[13]  Kao-Hung Lin,et al.  Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. , 2003, The Science of the total environment.

[14]  R. Heijungs,et al.  Environmental life cycle assessment of products , 1992 .

[15]  P A Vanrolleghem,et al.  Towards a benchmark simulation model for plant-wide control strategy performance evaluation of WWTPs. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[16]  U Jeppsson,et al.  Benchmark simulation Model no 2 in Matlab-simulink: towards plant-wide WWTP control strategy evaluation. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[17]  M. Poch,et al.  Evaluation of the environmental implications to include structural changes in a wastewater treatment plant , 2002 .

[18]  Garry D. Hayman,et al.  Photochemical ozone creation potentials for oxygenated volatile organic compounds: sensitivity to variations in kinetic and mechanistic parameters , 1999 .

[19]  Hansruedi Siegrist,et al.  Reduction of biomass decay rate under anoxic and anaerobic conditions , 1999 .

[20]  P A Vanrolleghem,et al.  Robustness and economic measures as control benchmark performance criteria. , 2002, Water science and technology : a journal of the International Association on Water Pollution Research.

[21]  H. L. Miller,et al.  Climate Change 2007: The Physical Science Basis , 2007 .

[22]  U Jeppsson,et al.  Impact of reactive settler models on simulated WWTP performance. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[23]  L Reijnders,et al.  Priority assessment of toxic substances in life cycle assessment. III: Export of potential impact over time and space. , 2001, Chemosphere.

[24]  X. Doménech,et al.  Life-cycle assessment of a coupled advanced oxidation-biological process for wastewater treatment : Comparison with granular activated carbon adsorption , 2007 .

[25]  Walter Klöpffer,et al.  Life cycle assessment , 1997, Environmental science and pollution research international.

[26]  J. Hair Multivariate data analysis , 1972 .

[27]  Raymond R. Tan,et al.  POLCAGE 1.0-a possibilistic life-cycle assessment model for evaluating alternative transportation fuels , 2004, Environ. Model. Softw..

[28]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[29]  Magnus Bengtsson,et al.  Life cycle assessment of wastewater systems - case studies of conventional treatment, urine sorting and liquid composting in three Swedish municipalities , 1997 .

[30]  Chalmers Industriteknik,et al.  Choice of system boundaries in life cycle assessment , 2002 .

[31]  T. Nemecek,et al.  Life Cycle Inventories of Agricultural Production Systems , 2007 .

[32]  Adisa Azapagic,et al.  Assessing Management Options for Wastewater Treatment Works in the Context of Life Cycle Assessment. , 1998 .

[33]  Charles E. Heckler,et al.  Applied Multivariate Statistical Analysis , 2005, Technometrics.

[34]  U Jeppsson,et al.  WWTP dynamic disturbance modelling--an essential module for long-term benchmarking development. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[35]  M. Schmid,et al.  Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories Indirect N 2 O Emissions from Agriculture 381 INDIRECT N 2 O EMISSIONS FROM AGRICULTURE , 2001 .

[36]  A. Hospido,et al.  Environmental Evaluation of Different Treatment Processes for Sludge from Urban Wastewater Treatments: Anaerobic Digestion versus Thermal Processes (10 pp) , 2005 .

[37]  M. Huijbregts,et al.  Life-cycle impact assessment of acidifying and eutrophying air pollutants. Calculation of equivalency factors with RAINS-LCA. , 1999 .

[38]  M. Pons,et al.  Influence of impact assessment methods in wastewater treatment LCA , 2008 .

[39]  S. Molander,et al.  Life cycle assessment of wastewater systems : Influence of system boundaries and scale on calculated environmental loads , 2000 .

[40]  Gürkan Sin,et al.  Multi-criteria evaluation of wastewater treatment plant control strategies under uncertainty. , 2008, Water research.

[41]  A. Brito,et al.  Life cycle assessment of wastewater treatment options for small and decentralized communities. , 2007, Water science and technology : a journal of the International Association on Water Pollution Research.

[42]  Hans-Jürgen Dr. Klüppel,et al.  The Revision of ISO Standards 14040-3 - ISO 14040: Environmental management – Life cycle assessment – Principles and framework - ISO 14044: Environmental management – Life cycle assessment – Requirements and guidelines , 2005 .

[43]  A. Hospido,et al.  Environmental performance of wastewater treatment plants for small populations , 2008 .

[44]  J. Wanner Activated Sludge: Bulking and Foaming Control , 1994 .

[45]  Krist V. Gernaey,et al.  Activated sludge wastewater treatment plant modelling and simulation: state of the art , 2004, Environ. Model. Softw..

[46]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .

[47]  Ulf Jeppsson,et al.  Risk assessment modelling of microbiology-related solids separation problems in activated sludge systems , 2008, Environ. Model. Softw..

[48]  Mogens Henze,et al.  Activated Sludge Modelling and Simulation , 1991 .

[49]  J. Penman,et al.  Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories CH 4 Emissions from Solid Waste Disposal 419 CH 4 EMISSIONS FROM SOLID WASTE DISPOSAL , 2022 .

[50]  E Kärrman,et al.  Normalising impacts in an environmental systems analysis of wastewater systems. , 2001, Water science and technology : a journal of the International Association on Water Pollution Research.

[51]  M. Thring World Energy Outlook , 1977 .

[52]  A. Tillman,et al.  Life cycle assessment of municipal waste water systems , 1998 .

[53]  M. T. Moreira,et al.  A comparison of municipal wastewater treatment plants for big centres of population in Galicia (Spain) , 2007 .