A fuzzy logic based dynamic wave model inversion algorithm for canal regulation

Hydrological Processes

Volumn 23, Issue 12, 2009, Pages 1739-1752

  Gopakumar, R ^a   Mujumdar, Pradeep P ^b  

^a Government Engineering College   (India)

^b INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

Centralized control algorithms; Dynamic wave; Fuzzy sets; Fuzzy systems; Irrigation canals; Saint Venant equations

Indexed keywords

CENTRALIZED CONTROL; CENTRALIZED CONTROL ALGORITHMS; CONTINUITY EQUATIONS; CONVENTIONAL CONTROL; FUZZIFICATION; FUZZY CONTROL ALGORITHMS; FUZZY RULE-BASED MODELS; GOVERNING EQUATIONS; MOMENTUM EQUATION; NEW MATHEMATICAL MODEL; REDUCED PRECISION; SAINT VENANT EQUATION; SAINT-VENANT EQUATIONS; SYSTEM DISTURBANCES; WAVE MODELS; WAVE VELOCITY;

APPROXIMATION ALGORITHMS; FUZZY CONTROL; FUZZY INFERENCE; FUZZY RULES; FUZZY SETS; FUZZY SYSTEMS; HYDRAULIC STRUCTURES; INTEGRATED CONTROL; IRRIGATION; IRRIGATION CANALS; LAKES; MATHEMATICAL MODELS; RIVERS; TUNING; WATER LEVELS; WAVE EQUATIONS;

SET THEORY;

ALGORITHM; CANAL; ERROR ANALYSIS; FUZZY MATHEMATICS; INVERSE ANALYSIS; IRRIGATION; NUMERICAL MODEL; PEAK DISCHARGE; PRECISION; WATER LEVEL; WAVE MODELING; WAVE VELOCITY;

EID: 65949083119     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.7308     Document Type: Article

References (43)

1. Abbott MB. 1979. Computational Hydraulics; Elements of the Theory of Free Surface Flows. Pitman: London.
2. Bardossy A, Disse M. 1993. Fuzzy rule-based models for infiltration. Water Resources Research 29(2): 373-382.
3. Bardossy A, Bronstert A, Merz B. 1995. 1-, 2- and 3-dimensional modeling of water movement in the unsaturated soil matrix using a fuzzy approach. Advances in Water Resources 18(4): 237-251.
4. Bautista E, Strelkoff TS, Clemmens AJ. 2003. General characteristics of solutions to the open-channel flow, feedforward control problem. Journal of Irrigation and Drainage Engineering, ASCE 129(2): 129-137.
5. Bautista E, Clemmens AJ. 2005. Volume compensation method for routing irrigation canal demand changes. Journal of Irrigation and Drainage Engineering, ASCE 131(6): 494-503.
6. Chaudhry MH. 1993. Open-Channel Flow. Prentice-Hall: Englewood Cliffs, N.J.
7. Chevereau G. 1991. Contribution a l'étude de la régulation dans les systèmes hydrauliques a surface libre. PhD thesis, Institut National Polytechnique de Grenoble, Grenoble, France.
8. Chow VT. 1959. Open-Channel Hydraulics. McGraw-Hill Book Company: New York.
9. Chow VT, Maidment DR, Mays LW. 1988. Applied Hydrology. McGraw-Hill International Editions: Singapore.
10. Clemmens AJ, Strelkoff TS. 1993. Irrigation canal hydraulics and controls. Annual research report U.S. Water Conservation Laboratory, U.S. Dept. of Agric.-Agric. Res. Service, Phoenix, Arizona: 22-23.
11. Clemmens AJ, Kacerek TF, Grawitz B, Schuurmans W. 1998. Test cases for canal control algorithms. Journal of Irrigation and Drainage Engineering, ASCE 124(1): 23-30.
12. Clemmens AJ, Schuurmans J. 2004. Simple optimal downstream feedback canal controllers: theory. Journal of Irrigation and Drainage Engineering, ASCE 130(1): 26-34.
13. Cunge JA, Holly FM Jr., Verwey A. 1980. Practical Aspects of Computational River Hydraulics. Pitman: London.
14. Dou C, Woldt W, Bogardi I. 1999. Fuzzy rule-based approach to describe solute transport in the unsaturated zone. Journal of Hydrology 220: 74-85.
15. Ferrick MG. 1985. Analysis of river wave types. Water Resources Research 21(2): 209-220.
16. Ferrick MG. 2005. Simple wave and monoclinal wave models: river flow surge applications and implications. Water Resources Research 41(W11402): 1-19.
17. Gopakumar R, Mujumdar PP. 2008. A fuzzy dynamic wave routing model. Hydrological Processes 22(10): 1564-1572.
18. Henderson FM. 1966. Open Channel Flow. Macmillan: New York.
19. Kisi O, Karahan ME, Şen Z. 2006. River suspended sediment modelling using a fuzzy logic approach. Hydrological Processes 20: 4351-4362.
20. Liggett JA, Cunge JA. 1975. Numerical methods of solution of the unsteady flow equations. In Unsteady Flow in Open Channels, Mahmood K and Yevjevich V (eds). Volume 1. Water Resources Publications: Colorado.
21. Liu F, Feyen J, Berlamont J. 1992. Computation method for regulating unsteady flow in open channels. Journal of Irrigation and Drainage Engineering, ASCE 118(10): 674-689.
22. Liu F, Feyen J, Berlamont J. 1994. Downstream control algorithm for irrigation canals. Journal of Irrigation and Drainage Engineering, ASCE 120(3): 468-483.
23. Liu F, Feyen J, Berlamont J. 1995. Downstream control of multireach canal systems. Journal of Irrigation and Drainage Engineering, ASCE 121(2): 179-190.
24. Liu F, Feyen J, Malaterre P-O, Baume J-P, Kosuth P. 1998. Development and evaluation of canal automation algorithm CLIS. Journal of Irrigation and Drainage Engineering, ASCE 124(1): 40-46.
25. Lobbrecht AH, Dibike YB, Solomatine DP. 2005. Neural networks and fuzzy systems in model based control of the Overwaard polder. Journal of Water Resources Planning and Management, ASCE 131(2): 135-145.
26. Malaterre P-O, Rogers DC, Schuurmans J. 1998. Classification of canal control algorithms. Journal of Irrigation and Drainage Engineering, ASCE 124(1): 3-10.
27. Malaterre P-O. 1998. PILOTE: Linear quadratic optimal controller for irrigation canals. Journal of Irrigation and Drainage Engineering, ASCE 124(4): 187-194.
28. Mamdani EH, Assilian S. 1975. An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Man-Machine Studies 7(1): 1-13.
29. MATLAB. 1995. Fuzzy Logic Tool Box. The Math Works: Massachusetts.
30. Mousavi SJ, Mahdizadeh K, Afshar A. 2004. A stochastic dynamic programming model with fuzzy storage states for reservoir operations. Advances in Water Resources 27(11): 1105-1110.
31. Panigrahi DP, Mujumdar PP. 2000. Reservoir operation modelling with fuzzy logic. Water Resources Management 14: 89-109.
32. Ponce VM, Simons DB. 1977. Shallow wave propagation in open channel flow. Journal of Hydraulic Division, ASCE 103(HY12): 1461-1476.
33. Rogers DC, Goussard J. 1998. Canal control algorithms currently in use. Journal of Irrigation and Drainage Engineering, ASCE 124(1): 11-15.
34. Ross TJ. 1995. Fuzzy Logic with Engineering Applications. McGraw-Hill International Editions: Singapore.
35. Ruiz-Carmona VM, Clemmens AJ, Schuurmans J. 1998. Canal control algorithm formulations. Journal of Irrigation and Drainage Engineering, ASCE 124(1): 31-39.
36. Russell SO, Campbell PF. 1996. Reservoir operating rules with fuzzy programming. Journal of Water Resources Planning and Management, ASCE 122(3): 165-170.
37. Sugeno M, Yasukawa T. 1993. A fuzzy-logic-based approach to qualitative modeling. IEEE Transactions on Fuzzy Systems 1(1): 7-31.
38. Tsai CW-S, Yen BC. 2001. Linear analysis of shallow water wave propagation in open channels. Journal of Engineering Mechanics, ASCE 127(5): 459-472.
39. Wahlin BT, Clemmens AJ. 2002. Performance of historic downstream canal control algorithms on ASCE Test Canal 1. Journal of Irrigation and Drainage Engineering, ASCE 128(6): 365-375.
40. Wahlin BT. 2004. Performance of model predictive control on ASCE Test Canal 1. Journal of Irrigation and Drainage Engineering, ASCE 130(3): 227-238.
41. Wylie EB. 1969. Control of transient free-surface flow. Journal of Hydraulic Division, ASCE 95(HY1): 347-361.
42. Zadeh LA. 1965. Fuzzy sets. Information and Control 8: 338-353.
43. Zimmermann HJ. 1991. Fuzzy Set Theory and Its Applications. Kluwer Academic Publishers: Boston.