Technical Papers
Apr 16, 2021

Multiobjective Optimization of Relief Well Operations to Improve Levee Safety

Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 147, Issue 7

Abstract

The factor of safety (FS) of levees and floodwalls with relief wells to underseepage is predicated on the blanket thickness and relief well performance. In urban environments with limited right of way, relief wells are an option for addressing underseepage and sand boil development. Instead of adding more wells if problems persist, this study investigates the potential of active pumping at relief wells as an alternative to increase levee and floodwall factor of safety against underseepage. Optimization of relief well operations is achieved by a multiobjective mixed-integer nonlinear programming (MOMINLP) approach. The relief well operations optimization is demonstrated at the Inner Harbor Navigation Canal (IHNC), New Orleans, Louisiana, near the Seabrook Bridge at Lake Pontchartrain. Relief well evaluation at the water level corresponding to the 500-year return storm shows high total head at most IHNC West relief well sites. Relief well operations optimization provides decision makers useful tradeoffs between averaged FS deficit, total pumping rate, and the number of pumping wells for making pumping decisions. This study found that the Pareto-optimal solutions provide reasonable pumping rates, where all of the midway between relief wells in the IHNC West may meet the requirement FS>1.5. The study also found that minimizing the number of pumping wells and minimizing the total pumping rate are influential objectives for deriving efficient pumping strategies. Sensitivity analysis on IHNC water stage found that FS improvement becomes marginal after total pumping rate reaches a threshold, especially at low IHNC water stages.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

Data, models, and codes that support the findings of this study are available from the corresponding author upon request.

Acknowledgments

This research was funded by the Coastal Protection and Restoration Authority of Louisiana under Interagency Agreement No. 4400008905. The statements, findings, and conclusions are those of the authors and do not necessarily reflect the views of the CPRA. The authors acknowledge Ignacio Harrouch of the CPRA for providing pertinent data and valuable discussions for this study.

References

Ashbolt, S. C., S. Maheepala, and B. J. C. Perera. 2016. “Using multiobjective optimization to find optimal operating rules for short-term planning of water grids.” J. Water Resour. Plann. Manage. 142 (10): 04016033. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000675.
Bennett, P. T. 1945. “Comments on the design of relief wells.” In Proc., Conf. on control of underseepage, 95–101. Vicksburg, MS: US Waterways Experiment Station.
Brandon, T. L., S. G. Wright, and J. M. Duncan. 2008. “Analysis of the stability of I-walls with gaps between the I-wall and the levee fill.” J. Geotech. Geoenviron. Eng. 134 (5): 692–700. https://doi.org/10.1061/(ASCE)1090-0241(2008)134:5(692).
Condon, L. E., and R. M. Maxwell. 2013. “Implementation of a linear optimization water allocation algorithm into a fully integrated physical hydrology model.” Adv. Water Resour. 60 (Oct): 135–147. https://doi.org/10.1016/j.advwatres.2013.07.012.
Davidson, G. R., J. R. Rigby, D. Pennington, and J. V. Cizdziel. 2013. “Elemental chemistry of sand-boil discharge used to trace variable pathways of seepage beneath levees during the 2011 Mississippi River flood.” Appl. Geochem. 28 (Jan): 62–68.https://doi.org/10.1016/j.apgeochem.2012.10.018.
Deb, K., S. Agrawal, A. Pratap, and T. Meyarivan. 2000. “A fast elitist nondominated sorting genetic algorithm for multi-objective optimization: NSGA-II.” In Parallel problem solving from nature PPSN VI. Lecture notes in computer science, edited by M. Schoenauer, et al., 849–858. Berlin: Springer. https://doi.org/10.1007/3-540-45356-3_83.
Deb, K., and T. Goel. 2001. “Controlled elitist non-dominated sorting genetic algorithms for better convergence.” In Evolutionary multi-criterion optimization, lecture notes in computer science, edited by E. Zitzler, L. Thiele, K. Deb, C. A. Coello Coello, and D. Corne, 67–81. Berlin: Springer. https://doi.org.libezp.lib.lsu.edu/10.1007/3-540-44719-9_5.
Dhar, A., and B. Datta. 2009. “Saltwater intrusion management of coastal aquifers. I: Linked simulation-optimization.” J. Hydrol. Eng. 14 (12): 1263–1272. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000097.
Dougherty, D. E., and R. A. Marryott. 1991. “Optimal groundwater management: 1. Simulated annealing.” Water Resour. Res. 27 (10): 2493–2508. https://doi.org/10.1029/91WR01468.
Dunbar, J. B., and L. D. Britsch. 2008. “Geology of the New Orleans area and the canal levee failures.” J. Geotech. Geoenviron. Eng. 134 (5): 566–582. https://doi.org/10.1061/(ASCE)1090-0241(2008)134:5(566).
Duncan, J. M., T. L. Brandon, S. G. Wright, and N. Vroman. 2008. “Stability of I-walls in New Orleans during Hurricane Katrina.” J. Geotech. Geoenviron. Eng. 134 (5): 681–691. https://doi.org/10.1061/(ASCE)1090-0241(2008)134:5(681).
Duran, M. A., and I. E. Grossmann. 1986. “An outer-approximation algorithm for a class of mixed-integer nonlinear programs.” Math. Program. 36 (3): 307–339. https://doi.org/10.1007/BF02592064.
Fell, R., and J.-J. Fry. 2007. Internal erosion of dams and their foundations, 245. London: Taylor and Francis.
FEMA. 2015. Evaluation and monitoring of seepage and internal erosion. FEMA P-1032. Washington, DC: FEMA.
Fletcher, R. 1987. Practical methods of optimization. 2nd ed., 456. New York: Wiley.
Geoffrion, A. M. 1972. “Generalized Benders decomposition.” J. Optim. Theory Appl. 10 (4): 237–260. https://doi.org/10.1007/BF00934810.
Guazzelli, P. R. U., W. C. A. Pereira, C. M. R. Oliveira, A. G. Castro, and M. L. Aguiar. 2019. “Weighting factors optimization of predictive torque control of induction motor by multiobjective genetic algorithm.” IEEE Trans. Power Electron. 34 (7): 6628–6638. https://doi.org/10.1109/TPEL.2018.2834304.
Harr, M. 1962. Groundwater and seepage, 315. New York: McGraw-Hill.
Hird, C. C., A. Marsland, and A. N. Schofield. 1978. “The development of centrifugal models to study the influence of uplift pressures on the stability of a flood bank.” Géotechnique 28 (1): 22. https://doi.org/10.1680/geot.1983.33.1.57.
Hogan, J. M., G. van der Kamp, S. L. Barbour, and R. Schmidt. 2006. “Field methods for measuring hydraulic properties of peat deposits.” Hydrol. Process. 20 (17): 3635–3649. https://doi.org/10.1002/hyp.6379.
IPET (Ineragency Performance Evaluation Task Force). 2006. “Performance evaluation of the New Orleans and southeast Louisiana hurricane protection system.” In Draft Final Report of the Interagency Performance Evaluation Task Force. Washington, DC: USACE.
Kolb, C. R. 1975. Geologic control of sand boils along Mississippi River levees. Vicksburg, MS: USACE Waterways Experiment Station.
Kollat, J. B., and P. M. Reed. 2006. “Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design.” Adv. Water Resour. 29 (6): 792–807. https://doi.org/10.1016/j.advwatres.2005.07.010.
Konikow, L. F., G. Z. Hornberger, K. J. Halford, and R. T. Hanson. 2009. Revised multi-node well (MNW2) package for MODFLOW ground-water flow model. Washington, DC: USGS.
Li, A., N. H. Jafari, and F. T.-C. Tsai. 2019. “Modeling of 3-D soil stratigraphy using subsurface borings and cone penetrometer tests in coastal Louisiana, USA.” Georisk: Assess. Manage. Risk Eng. Syst. Geohazards 14 (2): 158–176. https://doi.org/10.1080/17499518.2019.1637528.
Link, L. E. 2010. “The anatomy of a disaster, an overview of Hurricane Katrina and New Orleans.” Ocean Eng. 37 (1): 4–12. https://doi.org/10.1016/j.oceaneng.2009.09.002.
Mansur, C. I., G. Postol, and J. R. Salley. 2000. “Performance of relief well systems along Mississippi River levees.” J. Geotech. Geoenviron. Eng. 126 (8): 727–738. https://doi.org/10.1061/(ASCE)1090-0241(2000)126:8(727).
Mantoglou, A. 2003. “Pumping management of coastal aquifers using analytical models of saltwater intrusion.” Water Resour. Res. 39 (12): 1335. https://doi.org/10.1029/2002WR001891.
Martinsen, G., S. Liu, X. Mo, and P. Bauer-Gottwein. 2019. “Joint optimization of water allocation and water quality management in Haihe River Basin.” Sci. Total Environ. 654 (Mar): 72–84. https://doi.org/10.1016/j.scitotenv.2018.11.036.
McKinney, D. C., and M.-D. Lin. 1995. “Approximate mixed-integer nonlinear programming methods for optimal aquifer remediation design.” Water Resour. Res. 31 (3): 731–740. https://doi.org/10.1029/94WR02851.
Misirli, F., and H. Yazicigil. 1997. “Optimal ground-water pollution plume containment with fixed charges.” J. Water Resour. Plann. Manage. 123 (1): 2–14. https://doi.org/10.1061/(ASCE)0733-9496(1997)123:1(2).
Panday, S., C. D. Langevin, R. G. Niswonger, M. Ibaraki, and J. D. Hughes. 2013. MODFLOW-USG Version 1: An unstructured grid version of MODFLOW for simulating groundwater flow and tightly coupled processes using a control volume finite-difference formulation. Washington, DC: USGS.
Pareto, V. 1971. Manual of political economy, 504. New York: A. M. Kelley.
Peralta, R. C., H. Azarmnia, and S. Takahashi. 1991. “Embedding and response matrix techniques for maximizing steady-state ground-water extraction: Computational comparison.” Ground Water 29 (3): 357–364. https://doi.org/10.1111/j.1745-6584.1991.tb00526.x.
Peralta, R. C., A. Forghani, and H. Fayad. 2014. “Multiobjective genetic algorithm conjunctive use optimization for production, cost, and energy with dynamic return flow.” J. Hydrol. 511 (Apr): 776–785. https://doi.org/10.1016/j.jhydrol.2014.01.044.
Pham, H. V., and F. T.-C. Tsai. 2017. “Modeling complex aquifer systems: A case study in Baton Rouge, Louisiana (USA).” Hydrogeol. J. 25 (3): 601–615. https://doi.org/10.1007/s10040-016-1532-6.
Pierro, D. F., S.-T. Khu, D. Savić, and L. Berardi. 2009. “Efficient multi-objective optimal design of water distribution networks on a budget of simulations using hybrid algorithms.” Environ. Modell. Software 24 (2): 202–213. https://doi.org/10.1016/j.envsoft.2008.06.008.
Roy, D. K., and B. Datta. 2019. “An ensemble meta-modelling approach using the Dempster-Shafer theory of evidence for developing saltwater intrusion management strategies in coastal aquifers.” Water Resour. Manage. 33 (2): 775–795. https://doi.org/10.1007/s11269-018-2142-y.
Saucier, R. T. 1994. Geomorphology and quaternary geologic history of the Lower Mississippi Valley. Vols. I and II. Vicksburg, MS: Army Engineer Waterways Experiment Station.
Sills, G. L., N. D. Vroman, R. E. Wahl, and N. T. Schwanz. 2008. “Overview of New Orleans levee failures: Lessons learned and their impact on national levee design and assessment.” J. Geotech. Geoenviron. Eng. 134 (5): 556–565. https://doi.org/10.1061/(ASCE)1090-0241(2008)134:5(556).
Song, C. R., S. Adhikari, A. Al-Ostaz, and A. H.-D. Cheng. 2014. “Reevaluation of the gap formation in the New Orleans levee system.” J. Geotech. Geoenviron. Eng. 140 (3): 04013031. https://doi.org/10.1061/(ASCE)GT.1943-5606.0001024.
Stark, T. D., N. H. Jafari, A. L. Leopold, and T. L. Brandon. 2014. “Soil compressibility in transient and unsaturated seepage analyses.” Can. Geotech. J. 51 (8): 858–868. https://doi.org/10.1139/cgj-2013-0255.
Tsai, F. T.-C., N-Z. Sun, and W. W.-G. Yeh. 2003a. “Global-local optimization methods for the identification of three-dimensional parameter structure in groundwater modeling.” Water Resour. Res. 39 (2): 1043. https://doi.org/10.1029/2001WR001135.
Tsai, F. T.-C., N.-Z. Sun, and W. W.-G. Yeh. 2003b. “A combinatorial optimization scheme for parameter structure identification in ground-water modeling.” Ground Water 41 (2): 156–169. https://doi.org/10.1111/j.1745-6584.2003.tb02579.x.
Turnbull, W. J., and C. I. Mansur. 1959. “Investigation of underseepage–Mississippi River levees.” J. Soil Mech. Found. Div. 85 (4): 41–93. https://doi.org/10.1061/JSFEAQ.0000215.
Ubilla, J., T. Abdoun, I. Sasanakul, M. Sharp, S. Steedman, W. Vanadit-Ellis, and T. Zimmie. 2008. “New Orleans levee system performance during Hurricane Katrina: London Avenue and Orleans Canal South.” J. Geotech. Geoenviron. Eng. 134 (5): 668–680. https://doi.org/10.1061/(ASCE)1090-0241(2008)134:5(668).
USACE. 1956. Investigation of underseepage and its control, Lower Mississippi River levees. Vicksburg, MS: USACE Mississippi River Commission Waterways Experiment Station.
USACE. 1968. “Lake Pontchartrain, LA. and vicinity Lake Pontchartrain barrier plan.” In Design memorandum No. 2—Generaldesignsupplement No. 8. Washington, DC: USACE.
USACE. 1992. Design, construction, and maintenance of relief Wells. Washington, DC: USACE.
USACE. 1993. Seepage analysis and control for dams. Washington, DC: USACE.
USACE. 1998. Inspection, monitoring and maintenance of relief Wells. Washington, DC: USACE.
USACE. 2011. Geotechnical input for the restoration of reach I, II and II levees and floodwalls along the Inner Harbor Navigation Canal (IHNC) and GIWW. Washington, DC: USACE.
Wolff, T. F. 2002. Performance of levee underseepage controls: A critical review. Rep. No. Vicksburg, MS: Engineer Research and Development Center.
Yang, S.-N., L.-C. Chang, and F.-J. Chang. 2019. “AI-based design of urban stormwater detention facilities accounting for carryover storage.” J. Hydrol. 575 (Aug): 1111–1122. https://doi.org/10.1016/j.jhydrol.2019.06.009.
Yang, Y.-C. E., C. Brown, W. Yu, J. Wescoat, and C. Ringler. 2014. “Water governance and adaptation to climate change in the Indus River Basin.” J. Hydrol. 519 (Nov): 2527–2537. https://doi.org/10.1016/j.jhydrol.2014.08.055.
Zou, Y., G. Huang, L. He, and H. Li. 2009. “Multi-stage optimal design for groundwater remediation: A hybrid bi-level programming approach.” J. Contam. Hydrol. 108 (1–2): 64–76. https://doi.org/10.1016/j.jconhyd.2009.05.007.

Information & Authors

Information

Published In

Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 147Issue 7July 2021

History

Received: Dec 5, 2019
Accepted: Feb 5, 2021
Published online: Apr 16, 2021
Published in print: Jul 1, 2021
Discussion open until: Sep 16, 2021

Permissions

Request permissions for this article.

Authors

Affiliations

Ye-Hong Chen [email protected]
Graduate Student, Dept. of Civil and Environmental Engineering, Louisiana State Univ., 3255 Patrick F. Taylor Hall, Baton Rouge, LA 70803. Email: [email protected]
Professor, Dept. of Civil and Environmental Engineering, Louisiana State Univ., 3255 Patrick F. Taylor Hall, Baton Rouge, LA 70803 (corresponding author). ORCID: https://orcid.org/0000-0002-8005-5575. Email: [email protected]
Navid H. Jafari, A.M.ASCE [email protected]
Assistant Professor, Dept. of Civil and Environmental Engineering, Louisiana State Univ., 3212D Patrick F. Taylor Hall, Baton Rouge, LA 70803. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share