Analysis of uncertainties in water systems using neural networks

Measurement and Control

Volumn 32, Issue 5, 1999, Pages 145-147

  Gabrys, Bogdan ^a   Bargiela, Andrzej ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBABILITY DENSITY FUNCTION; STATE ESTIMATION; STATISTICAL METHODS; WATER DISTRIBUTION SYSTEMS;

MEASUREMENT UNCERTAINTY; WATER NETWORK MODEL;

MEASUREMENT ERRORS;

EID: 0032639607     PISSN: 00202940     EISSN: None     Source Type: Journal    
DOI: 10.1177/002029409903200504     Document Type: Article

References (24)

1. Bargiela, A., "On-Line Monitoring of Water Distribution Networks", PhD Thesis, University of Durham, May 1984.
2. Bargiela, A., "Uncertainty - A Key to Better Understanding of Systems", Keynote Lecture, Procs. 10th Eur. Simulation Symposium, ISBN 1-56555-147-8, pp. 11-19, 1998.
3. Bargiela, A. and Hainsworth, G.D., "Pressure and Flow Uncertainty in Water Systems", Journal of Water Resources Planning and Management, 115, No 2, pp. 212-229, 1989.
4. Canu, S. et al, "Formal Neural Networks as an Adaptive Model for Water Demand", INNC 90 Paris - Int Neural Network Conference, Vol.1, pp.131-36, 1990.
5. Carpentier, P. and Cohen, G., "Applied Mathematics in Water Supply Network Management", Automatica, Vol.29, No.5, pp.1215-1250, 1993.
6. Cichocki, A. and Bargiela, A., "Neural Networks for Solving Linear Inequality Systems", Parallel Computing, Vol.22, No.11, pp.1455-1475, 1997.
7. Cichocki, A. and Unbehauen, R., "Neural Networks for Solving Systems of Linear Equations and Related Problems", IEEE Trans. Circuits Syst., Vol.39, pp.124-138, 1992.
8. Cichocki, A. and Unbehauen, R., "Neural Networks for Solving System of Linear Equations - Part II: Minimax and absolute value problem", IEEE Trans. Circuits Syst., Vol. 39, pp.619-633, 1992.
9. Cubero, R.G., "Neural Networks for Water Demand Time Series Forecasting", Procs. Int Workshop IWANN 91, pp.453-60, 1991.
10. Eggener, C.L. and Polkowski, L.B., "Network Models and the Impact of Modelling Assumptions", Journal of AWWA, Vol.68, No 4, 1976.
11. Gabrys, B., "Neural Network Based Decision Support: Modelling and Simulation of Water Distribution Networks", PhD Thesis, The Nottingham Trent University, 1997.
12. Gabrys, B. and Bargiela, A., "Neural Simulation of Water Systems for Efficient State Estimation", Procs. of Modelling and Simulation Conference ESM'95, Prague, ISBN1-56555-080-3, pp.775-779, 1995.
13. Gabrys, B. and Bargiela, A., "Integrated Neural Based System for State Estimation and Confidence Limit Analysis in Water Networks", Procs. of European Simulation Symposium, Genoa, ISBN1-565555-099-4 (Vol.2), pp.398-402, 1996.
14. Hartley, J.K. and Bargiela, A., "Parallel Simulation of Large Scale Water Distribution Systems", Procs. ESM'95, ISBN1-56555-080-3, pp.723-727, 1995.
15. Hosseinzaman, A., "Parallel and Distributed Simulation of Network Systems", PhD Dissertation, The Nottingham Trent University, 1995.
16. Lansey, K.E., "A Procedure for Water Distribution Network Calibration Considering Multiple Loading Conditions", Procs. Int. Symposium on Computer Modelling of Water Distribution Systems, Kentucky, 1988.
17. Ormsbee, L.E. and Wood, D.J., "Explicit Pipe Network Calibration", Journal of Water Resources Planning and Management, ASCE, Vol.112, No 2, 1986.
18. Schweppe, F.C., "Power System Static State Estimation", IEEE Transaction PAS, 89, 1, pp.120-135, 1970.
19. Sterling, M.J.H. and Bargiela, A., "Minimum Norm State Estimation for Computer Control of Water Distribution Systems", Procs. IEE, Vol 131, Pt D, No 2, pp.57-63, 1984.
20. Sterling, M. and Bargiela, A., "Adaptive Forecasting of Daily Water Demand", Comparative Models for Electrical Load Forecasting, Ed. D.W. Bunn and E.D.Farmer, John Wiley, 1985.
21. Suter, J. and Newsome, C.D., "Network Analysis: A User's Viewpoint", Computer Applications in Water Supply, Volume 1: Systems Analysis and Simulation, Ed. B.Coulbeck and C.Orr, pp. 104-126, Research Studies Press Ltd, 1988.
22. Van Cutsem, T. and Ribbens-Pavella, M., "Critical Survey of Hierarchical Methods for State Estimation of Electric Power Systems", IEEE Trans. on Power Apparatus and Systems, Vol.PAS-102, No.10, pp.3415-23, 1983.
23. Walski, T.M., "Analysis of Water Distribution Systems", VanNostrand Reinhold Company, 1984.
24. Wright, W.G. and Cleverly, G.J., "Operational Experience of GINAS and WATNET", Computer Applications in Water Supply, Vol. 1: Systems Analysis and Simulation, Ed. B.Coulbeck and C.Orr, pp.127-154, Research Studies Press Ltd, 1988.