Technical Papers
Aug 26, 2015

Effect of Storage Tank Size on the Minimization of Water Distribution System Cost and Greenhouse Gas Emissions While Considering Time-Dependent Emissions Factors

Publication: Journal of Water Resources Planning and Management
Volume 142, Issue 2

Abstract

The importance of reducing greenhouse gas (GHG) emissions, which have been linked to human-induced climate change, is gradually being recognized by water utilities. Although multiobjective optimization has been applied by previous literature to minimize cost and GHG emissions associated with water distribution systems (WDSs), this has primarily been achieved by considering design options of pipe size and pump type. Little consideration has been given to the appropriate sizing of storage tanks. As such, this paper aims to investigate the effect of storage tank size on the minimization of cost and GHG emissions associated with WDSs. Increases in storage tank size are considered by increasing the tank reserve size (TRS), i.e., the portion of the storage tank available for system balancing purposes. Because storage tanks are critical to the operation of a WDS, it is necessary to accurately model the operation of a WDS. Although electricity tariffs (ETs) are used to consider the time dependency of pumping operational cost, no such consideration has been given to pumping operational GHG emissions. As such, time-dependent emissions factors are used to calculate pumping operational GHG emissions. To investigate the effect of TRS on the minimization of cost and GHG emissions associated with a WDS, the multiobjective optimization of two WDS case studies is performed. The results show that using different TRSs can affect the optimal pumping operational management of a WDS, and increasing the TRS can result in GHG emissions reductions. However, using a very large TRS is likely to be associated with prohibitive costs.

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Acknowledgments

This research was supported by resources supplied by eResearch SA. Electricity generation data was provided by the Australian Energy Market Operator (AEMO). Funding for this research was provided by the University of Adelaide and the Goyder Institute for Water Research.

References

Ambrose, M. D., Salomonsson, G. D., and Burn, S. (2002). “Piping systems embodied energy analysis.”, CSIRO Manufacturing and Infrastructure Technology, Highett, Australia.
Australian Energy Market Operator. (2013). “Electricity NEM data.” Melbourne, Australia.
Basupi, I., Kapelan, Z., and Butler, D. (2013). “Reducing life-cycle carbon footprints in the redesign of water distribution systems.” J. Water Clim. Change, 4(3), 176–192.
Basupi, I., Kapelan, Z., and Butler, D. (2014). “Reducing life-cycle carbon footprint in the (re) design of water distribution systems using water demand management interventions.” Urban Water J., 11(2), 91–107.
Batchabani, E., and Fuamba, M. (2012). “Optimal tank design in water distribution networks: Review of literature and perspectives.” J. Water Resour. Plann. Manage., 136–145.
Dandy, G. C., Roberts, A., Hewitson, C., and Chrystie, P. (2006). “Sustainability objectives for the optimization of water distribution networks.” Proc., 8th Annual Water Distribution Systems Analysis Symp., ASCE, Reston, VA.
Du, F., Woods, G. J., Kang, D., Lansey, K. E., and Arnold, R. G. (2013). “Life cycle analysis for water and wastewater pipe materials.” J. Environ. Eng., 703–711.
ETSA Utilities (Electricity Trust of South Australia). (2009). “Notice of change to ETSA utilities’ distribution tariffs from 1 July 2009.” Adelaide, South Australia.
Farmani, R., Walters, G., and Savic, D. (2005). “Trade-off between total cost and reliability for Anytown water distribution network.” J. Water Resour. Plann. Manage., 161–171.
Farmani, R., Walters, G., and Savic, D. (2006). “Evolutionary multi-objective optimization of the design and operation of water distribution network: Total cost versus reliability versus water quality.” J. Hydroinf., 8(3), 165–179.
Gibbs, M. S., Dandy, G. C., and Maier, H. R. (2009). “Calibration and optimization of the pumping and disinfection of a real water supply system.” J. Water Resour. Plann. Manage., 493–501.
Hadka, D., and Reed, P. (2013). “Borg: An auto-adaptive many-objective evolutionary computing framework.” Evol. Comput., 21(2), 231–259.
Hammond, G. P., and Jones, C. (2008). “Embodied energy and carbon in construction materials.” Proc. Inst. Civ. Eng. Energy, 161(2), 87–98.
Herstein, L., Filion, Y., and Hall, K. (2011). “Evaluating the environmental impacts of water distribution systems by using EIO-LCA-based multiobjective optimization.” J. Water Resour. Plann. Manage., 162–172.
Herstein, L. M., and Filion, Y. R. (2011). “Life-cycle assessment of common water main materials in water distribution networks.” J. Hydroinf., 13(3), 346–357.
Herstein, L. M., Filion, Y. R., and Hall, K. R. (2009). “Evaluating environmental impact in water distribution system design.” J. Infrastruct. Syst., 241–250.
Kang, D., and Lansey, K. (2012). “Dual water distribution network design under triple-bottom-line objectives.” J. Water Resour. Plann. Manage., 162–175.
Lansey, K. E., and Mays, L. W. (1989). “Optimization model for water distribution system design.” J. Hydraul. Eng., 1401–1418.
MacLeod, S. P., and Filion, Y. R. (2011). “Issues and implications of carbon-abatement discounting and pricing for drinking water system design in Canada.” Water Resour. Manage., 26(1), 44–61.
Marchi, A., et al. (2014). “The battle of the water networks II (BWN-II).” J. Water Resour. Plann. Manage., 04014009-1–04014009-14.
Ostfeld, A., and Tubaltzev, A. (2008). “Ant colony optimization for least-cost design and operation of pumping water distribution systems.” J. Water Resour. Plann. Manage., 107–118.
Prasad, T. D. (2010). “Design of pumped water distribution networks with storage.” J. Water Resour. Plann. Manage., 129–132.
Prosser, M. E., Speight, V. L., and Filion, Y. R. (2013). “Life-cycle energy analysis of performance-versus age-based pipe replacement schedules.” J. Am. Water Works Assoc., 105(12), E721–E732.
Ramos, H. M., Kenov, K. N., and Vieira, F. (2011). “Environmentally friendly hybrid solutions to improve the energy and hydraulic efficiency in water supply systems.” Energy Sustainable Dev., 15(4), 436–442.
Roshani, E., MacLeod, S. P., and Filion, Y. R. (2012). “Evaluating the impact of climate change mitigation strategies on the optimal design and expansion of the Amherstview, Ontario, water network: Canadian case study.” J. Water Resour. Plann. Manage., 100–110.
Rossman, L. A. (2000). EPANET2 users manual, Cincinnati.
Salomons, E., Ostfeld, A., Kapelan, Z., Zecchin, A., Marchi, A., and Simpson, A. R. (2012). “The battle of the water networks II.” 14th Water Distribution Systems Analysis Conf., Engineers Australia, Adelaide, Australia.
Simpson, A. R. (2008). “Selecting a discount rate for evaluating water distribution projects—The sustainability controversy.” Proc., Water Distribution Systems Analysis 2008, ASCE, Reston, VA.
Stokes, C. S., Maier, H. R., and Simpson, A. R. (2015). “Water distribution system pumping operational greenhouse gas emissions reduction by considering time-dependent emissions factors.” J. Water Resour. Plann. Manage., 04014088-1–04014088-10.
Stokes, C. S., Simpson, A. R., and Maier, H. R. (2012). “An improved framework for the modelling and optimisation of greenhouse gas emissions associated with water distribution systems.” 6th Int. Congress on Environmental Modelling and Software (iEMSs), International Environmental Modelling and Software Society, International Environmental Modelling and Software Society and Manno, Switzerland.
Stokes, C. S., Simpson, A. R., and Maier, H. R. (2014). “The cost-greenhouse gas emission nexus for water distribution systems including the consideration of energy generating infrastructure: An integrated conceptual optimization framework and review of literature.” Earth Perspect., 1(9), 1–17.
Vamvakeridou-Lyroudia, L., Savic, D., and Walters, G. (2007). “Tank simulation for the optimization of water distribution networks.” J. Hydraul. Eng., 625–636.
Vamvakeridou-Lyroudia, L., Walters, G., and Savic, D. (2005). “Fuzzy multiobjective optimization of water distribution networks.” J. Water Resour. Plann. Manage., 467–476.
Walski, T. M. (2000). “Hydraulic design of water distribution storage tanks.” Water distribution systems handbook, 10, McGraw-Hill, New York, 10.1–10.20.
Walters, G. A., Halhal, D., Savic, D., and Ouazar, D. (1999). “Improved design of ‘Anytown’ distribution network using structured messy genetic algorithms.” Urban Water, 1(1), 23–38.
Water Services Association of Australia. (2002). “Water supply code of Australia, version 2.3.” Melbourne, Australia.
Wu, W., Maier, H. R., and Simpson, A. R. (2010a). “Single-objective versus multiobjective optimization of water distribution systems accounting for greenhouse gas emissions by carbon pricing.” J. Water Resour. Plann. Manage., 555–565.
Wu, W., Maier, H. R., and Simpson, A. R. (2012a). “Sensitivity of optimal tradeoffs between cost and greenhouse gas emissions for water distribution systems to electricity tariff and generation.” J. Water Resour. Plann. Manage., 182–186.
Wu, W., Maier, H. R., and Simpson, A. R. (2013). “Multiobjective optimization of water distribution systems accounting for economic cost, hydraulic reliability, and greenhouse gas emissions.” Water Resour. Res., 49(3), 1211–1225.
Wu, W., Simpson, A. R., and Maier, H. R. (2010b). “Accounting for greenhouse gas emissions in multiobjective genetic algorithm optimization of water distribution systems.” J. Water Resour. Plann. Manage., 146–155.
Wu, W., Simpson, A. R., Maier, H. R., and Marchi, A. (2012b). “Incorporation of variable-speed pumping in multiobjective genetic algorithm optimization of the design of water transmission systems.” J. Water Resour. Plann. Manage., 543–552.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 142Issue 2February 2016

History

Received: Dec 18, 2014
Accepted: Jun 25, 2015
Published online: Aug 26, 2015
Discussion open until: Jan 26, 2016
Published in print: Feb 1, 2016

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Authors

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Christopher S. Stokes [email protected]
Research Associate, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide SA 5005, Australia (corresponding author). E-mail: [email protected]
Holger R. Maier
Professor, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide SA 5005, Australia.
Angus R. Simpson, M.ASCE
Professor, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide SA 5005, Australia.

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