Computational issues for optimal in-situ bioremediation design

Journal of Water Resources Planning and Management

Volumn 124, Issue 1, 1998, Pages 39-46

  Minsker, Barbara Spang ^a,c   Shoemaker, Christine A ^b,c  

^a University of Illinois at Urbana Champaign   (United States)

^b Cornell University   (United States)

^c ASCE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IN SITU BIOREMEDIATION;

BIOREMEDIATION; PROCESS OPTIMIZATION;

BIOTECHNOLOGY; COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; MATHEMATICAL MODELS; OPTIMIZATION; WATER POLLUTION CONTROL; WATER RESOURCES;

GROUNDWATER POLLUTION;

BIOREMEDIATION; GROUNDWATER POLLUTION; PUMP AND TREAT;

EID: 0345602278     PISSN: 07339496     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-9496(1998)124:1(39)     Document Type: Article

References (23)

1. Abdul, A. S., Gibson, T. L., and Rai, D. N. (1987). "Statistical correlations for predicting the partition coefficient for nonpolar organic contaminants between aquifer organic carbon and water." Hazardous Waste and Hazardous Mat., 4(3), 211-222.
2. Ahfeld, D. P. (1990). "Two-stage ground-water remediation design." J. Water Resour. Plng. and Mgmt., ASCE, 116(4), 517-529.
3. Alternatives for ground water cleanup. (1994). National Research Council, National Academy of Sciences, Washington, D.C.
4. Chang, L. C., Shoemaker, C. A., and Liu, P. L.-F. (1992). "Optimal timevarying pumping rates for groundwater remediation: application of a constrained optimal control algorithm." Water Resour. Res., 28(12), 3157-3173.
5. Culver, T. B., and Shoemaker, C. A. (1992). "Dynamic optimal control for groundwater remediation with flexible management periods." Water Resour. Res., 28(3), 629-641.
6. Domenico, P. A., and Schwartz, F. W. (1990). Physical and chemical hydrogeology. John Wiley & Sons, Inc., New York, N.Y.
7. Dougherty, D. E., and Marryott, R. A. (1991). "Optimal groundwater management, 1, simulated annealing." Water Resour. Res., 27(10), 2493-2508.
8. Freeze, R. A., and Cherry, J. A. (1979). Groundwater. Prentice-Hall, Inc., Englewood Cliffs, N.J.
9. Gorelick, S. M., Voss, C. I., Gill, P. E., Murray, W., Saunders, M. A., and Wright, M. H. (1984). "Aquifer reclamation design: the use of contaminant transport simulation coupled with nonlinear programming." Water Resour. Res., 20(4), 415-427.
10. In situ bioremediation: when does it work? (1993). National Research Council, National Academy Press, Washington, D.C.
11. Jones, L. C., Willis, R., and Yen, W. W. (1987). "Optimal control of nonlinear groundwater hydraulics using differential dynamic programming." Water Resour. Res., 23(11), 2097-2106.
12. Karatzas, G. P., and Pinder, G. F. (1996). "The solution of groundwater quality management problems with a nonconvex feasible region using a cutting plane optimization technique." Water Resour. Res., 32(4), 1091-1100.
13. Lee, S. I., and Kitanidis, P. K. (1991). "Optimal estimation and scheduling in aquifer remediation with incomplete information." Water Resour. Res., 27(9), 2203-2217.
14. Liao, L.-Z., and Shoemaker, C. A. (1990). "Constrained differential partitioning and QR factorization to avoid numerical ill-conditioning of penalty function for constrained nonlinear programming and control." Proc. IEEE Conf. on Decision and Control, Inst. of Electr. and Electronic Engrg., Honolulu, Hawaii.
15. Liao, L.-Z., and Shoemaker, C. A. (1991). "Convergence in unconstrained discrete-time differential dynamic programming." IEEE Trans. Autom Control, 36, 692-706.
16. Mabey, W. R. et al. (1982). "Aquatic fate process data for organic priority pollutants." USEPA Rep. No. 440/4-81-014, U.S. EPA Office of Water Regulations and Standards (WH-553), Washington, D.C.
17. MacQuarrie, K. T. B., Sudicky, E. A., and Frind, E. O. (1990). "Simulation of biodegradable organic contaminants in groundwater, 1, numerical formulation in principal directions." Water Resour. Res., 26(2), 207-222.
18. Mayne, D. Q. (1966). "A second-order gradient method for determining optimal trajectories of non-linear discrete-time systems." Intnl. J. Contr., 3, 85-95.
19. McKinney, D. C., and Lin, M. D. (1996). "Pump-and-treat ground-water remediation system optimization." J. Water Resour. Plng. and Mgmt., ASCE, 122(2), 128-136.
20. Minsker, B. S. (1995). "Dynamic optimal control of in situ bioremediation of groundwater," PhD thesis. School of Civil and Environmental Engineering, Cornell University, Ithaca, N.Y.
21. Minsker, B. S., and Shoemaker, C. A. (1996). "Differentiating a finite element biodegradation simulation model for optimal control." Water Resour. Res., 32(1), 187-192.
22. Ritzel, B. J., Eheart, J. W., and Ranjithan, S. (1994). "Using genetic algorithms to solve a multiple objective groundwater pollution containment problem." Water Resour. Res., 30(5), 1589-1603.
23. Taylor, S. W. (1993). "Modeling enhanced in-situ biodegradation in groundwater: model response to biological parameter uncertainty.' Proc., 1993 Groundwater Modeling Conf., Int. Ground Water Modeling Ctr., Golden, Colo.