Case Studies
Jun 11, 2018

Optimization of Pumping Costs and Harvested Volume for a Stormwater Harvesting System

Publication: Journal of Water Resources Planning and Management
Volume 144, Issue 8

Abstract

A harvested stormwater and managed aquifer recharge system has been analyzed through both simulation sensitivity analysis and optimization to reduce operational pumping costs and increase the volume of water harvested. The simulation sensitivity analysis explored increasing the size of a storage tank, replacing the three harvesting pumps, and using wider tank trigger levels in the system operation. In the optimization, trigger levels and irrigation schedules were considered as decision variables. Various streamflow (input) series have been considered in the optimization by finding the optimal controls for each individual series or by finding the controls that best perform under a range of different conditions. Optimal controls for the current system were compared with those found for the system with new replacement pumps. The newly sized pumps were found to provide significant benefits by reducing pump operating costs by 50% and increasing the volume of water able to be harvested. Using wider tank trigger levels and altering the irrigation schedule so that the irrigation pump operated at a more efficient point also resulted in a small reduction in cost for the current system.

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Acknowledgments

This research was supported by an Australian Government Research Training Program Scholarship as well as the Commonwealth of Australia through the Cooperative Research Centre program. This research was part of the CRC for Water Sensitive Cities Project C5.1 (Intelligent Urban Water Networks) and was supported by funding for postdoctoral research and a Ph.D. top-up scholarship. The authors would like to thank Matthew Sanderson (City of Unley) for providing information on the case study system presented in this paper.

References

Blinco, L. J., M. F. Lambert, A. R. Simpson, and A. Marchi. 2017. “Framework for the optimization of the design and operation of systems with different alternative water sources.” Earth Perspect. 4 (3): 1–26. https://doi.org/10.1186/s40322-017-0038-2.
Blinco, L. J., A. R. Simpson, M. F. Lambert, and A. Marchi. 2016. “Comparison of pumping regimes for water distribution systems to minimize cost and greenhouse gases.” J. Water Resour. Plann. Manage 142 (6): 04016010. https://doi.org/10.1061/(ASCE)WR.1943.5452.0000633.
Burns, M. J., and V. G. Mitchell. 2008. “Stormwater harvesting: Assessing operational system performance.” Aust. J. Water Resour. 12 (2): 153–160. https://doi.org/10.1080/13241583.2008.11456343.
Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A fast and elitist multiobjective genetic algorithm: NSGA-II.” IEEE Transact. Evolut. Comput. 6 (2): 182–197.
di Matteo, M., G. C. Dandy, and H. R. Maier. 2017. “Multiobjective optimization of distributed stormwater harvested systems.” J. Water Resour. Plann. Manage. 143 (6): 04017010. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000756.
Dobbie, M. F., and R. R. Brown. 2012. “Risk perceptions and receptivity of Australian urban water practitioners to stormwater harvesting and treatment systems.” Water Sci. Technol.: Water Supply 12 (6): 888–894. https://doi.org/10.2166/ws.2012.069.
Fielding, K. S., J. Gardner, Z. Leviston, and J. Price. 2015. “Comparing public perceptions of alternative water sources for potable use: The case of rainwater, stormwater, desalinated water, and recycled water.” Water Resour. Manage. 29 (12): 4501–4518. https://doi.org/10.1007/s11269-015-1072-1.
Hwang, A. H.-S., C. Valeo, and D. Draper. 2006. “Public perceptions and attitudes toward stormwater recycling for irrigation.” Can. Water Resour. J. 31 (3): 185–196. https://doi.org/10.4296/cwrj3103185.
Labadie, J. W., F. Zheng, and Y. Wan. 2012. “Optimal integrated operation of reservoir-assisted stormwater treatment areas for estuarine habitat restoration.” Environ. Modell. Software 38 (Dec): 271–282.
Londoño Cadavid, C., and A. W. Ando. 2013. “Valuing preferences over stormwater management outcomes including improved hydrologic function.” Water Resour. Res. 49 (7): 4114–4125. https://doi.org/10.1002/wrcr.20317.
Marchi, A., G. C. Dandy, and H. R. Maier. 2016a. “Integrated approach for optimizing the design of aquifer storage and recovery stormwater harvesting schemes accounting for externalities and climate change.” J. Water Resour. Plann. Manage. 142 (4): 04016002. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000628.
Marchi, A., and A. R. Simpson. 2013. “Correction of the EPANET inaccuracy in computing the efficiency of variable speed pumps.” J. Water Resour. Plann. Manage. 139 (4): 456–459. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000273.
Marchi, A., A. R. Simpson, and M. F. Lambert. 2016b. “Optimization of pump operation using rule-based controls in EPANET2: New ETTAR toolkit and correction of energy computation.” J. Water Resour. Plann. Manage. 142 (7): 04016012. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000637.
McArdle, P., J. Gleeson, T. Hammond, E. Heslop, R. Holden, and G. Kuczera. 2011. “Centralised urban stormwater harvesting for potable reuse.” Water Sci. Technol. 63 (1): 16–24. https://doi.org/10.2166/wst/2011.003.
Naylor, T., M. Moglia, A. L. Grant, and A. K. Sharma. 2012. “Self-reported judgements of management and governance issues in stormwater and greywater systems.” J. Cleaner Prod. 29–30 (1): 144–150. https://doi.org/10.1016/j.jclepro.2012.02.003.
Nnadi, E. O., A. P. Newman, S. J. Coupe, and F. U. Mbanasa. 2015. “Stormwater harvesting for irrigation purposes: An investigation of chemical quality of water recycled in pervious pavement systems.” J. Environ. Manage. 147 (1): 246–256. https://doi.org/10.1016/j.jenvman.2014.08.020.
Petterson, S. R., V. G. Mitchell, C. M. Davies, J. O’Conner, C. Kaucner, D. Rosner, and N. Ashbolt. 2016. “Evaluation of three full-scale stormwater treatment systems with respect to water yield, pathogen removal efficacy and human health risk from faecal pathogens.” Sci. Tot Environ. 543: 691–702. https://doi.org/10.1016/j.scitotenv.2015.11.056.
Rossman, L. A. 2000. EPANET 2 users’ manual. Cincinnati, OH: US Environmental Protection Agency.
Wang, J. Z., T. P. Chang, and J. S. Chen. 2009. “An enhanced genetic algorithm for bi-objective pump scheduling in water supply.” Expert Syst. Appl. 36 (7): 10249–10258.
Wang, Q., M. Guidolin, D. Savic, and Z. Kapelan. 2015. “Two-objective design of benchmark problems of a water distribution system via MOEAs: towards the best-known approximation of the true Pareto front.” J. Water Resour. Plann. Manage. 141 (3): 04014060. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000460.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 144Issue 8August 2018

History

Received: Jun 24, 2017
Accepted: Feb 27, 2018
Published online: Jun 11, 2018
Published in print: Aug 1, 2018
Discussion open until: Nov 11, 2018

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Authors

Affiliations

Lisa J. Blinco, Ph.D. [email protected]
South Australian Water Corporation, Adelaide, SA 5000, Australia; Cooperative Research Centre for Water Sensitive Cities, Melbourne, Australia (corresponding author). Email: [email protected]
Angus R. Simpson, Ph.D., M.ASCE [email protected]
Professor, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia; School of Civil, Environmental and Mining Engineering, Cooperative Research Centre for Water Sensitive Cities, Melbourne 3800, Australia. Email: [email protected]
Martin F. Lambert, Ph.D., M.ASCE [email protected]
Professor, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia; School of Civil, Environmental and Mining Engineering, Cooperative Research Centre for Water Sensitive Cities, Melbourne, Australia. Email: [email protected]
Angela Marchi, Ph.D. [email protected]
Postdoctoral Researcher, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia; School of Civil, Environmental and Mining Engineering, Cooperative Research Centre for Water Sensitive Cities, Melbourne, Australia. Email: [email protected]

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