Towards observer-based fault detection and isolation for branched water distribution networks without cycles

This paper addresses the observer-based, diagonal, fault detection and isolation (FDI) problem for branched water distribution networks without cycles. Specifically, it provides a linear, time-invariant, state-space model for water contamination in such networks based on one-dimensional mass balance and a necessary and sufficient solvability condition for the aforementioned FDI problem. The latter is based on a graph-theoretic characterization of the rank of the model's transfer matrix, which allows one to check for solvability just by analyzing the fault-output paths in the directed graph associated to the model.

[1]  Xavier Litrico,et al.  Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks , 2013, IEEE Transactions on Control Systems Technology.

[2]  Ching-tai Lin Structural controllability , 1974 .

[3]  Silvio Simani,et al.  Model-based fault diagnosis in dynamic systems using identification techniques , 2003 .

[4]  Christian Commault,et al.  Observer-based fault detection and isolation for structured systems , 2002, IEEE Trans. Autom. Control..

[5]  Christian Commault,et al.  Sensor Location for Diagnosis in Linear Systems: A Structural Analysis , 2007, IEEE Transactions on Automatic Control.

[6]  Antonio Bicchi,et al.  Consensus Computation in Unreliable Networks: A System Theoretic Approach , 2010, IEEE Transactions on Automatic Control.

[7]  Jacob van der Woude,et al.  A graph-theoretic characterization for the rank of the transfer matrix of a structured system , 1991, Math. Control. Signals Syst..

[8]  Richard Vernon Beard,et al.  Failure accomodation in linear systems through self-reorganization. , 1971 .

[9]  Bryan W. Karney,et al.  Modeling Low Velocity/High Dispersion Flow in Water Distribution Systems , 1996 .

[10]  Christian Commault,et al.  Generic properties and control of linear structured systems: a survey , 2003, Autom..

[11]  Jie Chen,et al.  Observer-based fault detection and isolation: robustness and applications , 1997 .

[12]  A. Willsky,et al.  Failure detection and identification , 1989 .

[13]  Christian Commault,et al.  Transfer matrix approach to the triangular block decoupling problem , 1983, Autom..

[14]  Peter van Thienen Alternative Strategies For Optimal Water Quality Sensor Placement In Drinking Water Distribution Networks , 2014 .

[15]  Harry L. Trentelman,et al.  Control theory for linear systems , 2002 .

[16]  Karl Henrik Johansson,et al.  Distributed fault detection for interconnected second-order systems , 2011, Autom..

[17]  Nchimunya Chaamwe Wireless Sensor Networks for Water Quality Monitoring: A Case of Zambia , 2010, 2010 4th International Conference on Bioinformatics and Biomedical Engineering.

[18]  B. H. Tangena,et al.  A Novel Approach for Early Warning of Drinking Water Contamination Events , 2011 .

[19]  Harold Lee Jones,et al.  Failure detection in linear systems , 1973 .

[20]  Inseok Hwang,et al.  A Survey of Fault Detection, Isolation, and Reconfiguration Methods , 2010, IEEE Transactions on Control Systems Technology.

[21]  Marios M. Polycarpou,et al.  A Fault Diagnosis and Security Framework for Water Systems , 2010, IEEE Transactions on Control Systems Technology.

[22]  E. Blokker Stochastic water demand modelling for a better understanding of hydraulics in water distribution networks , 2010 .