i-Sense Publications



Fault Diagnosis

 

Quevedo, J., Pascual, J., Puig, V., Saludes, J., Sarrate, R., Escobet, A., Espin, S., Roquet, J. (2013) “Flowmeter data validation and reconstruction methodology to provide the annual efficiency of a water transport network: the ATLL case study in Catalonia” , Water Science & Technology: Water Supply (To appear)
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Blesa, J., Puig, V., Saludes, J., Fernández-Cantí, R.M. (2014) “Set-membership parity space approach for fault detection in linear uncertain dynamic systems” Int. J. Adapt. Control Signal Process, 2014 (To appear)
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Cuguero, M. A., Quevedo, J., Alippi, C., Roveri, M., Puig, V., Garcia, D., Trovò, F. (2014) “Fault Diagnosis in Drinking Water Transport Networks: Physical/Temporal Parity Relations vs. HMM-based Cognitive Method” , submitted to Journal of Hydroinformatics, 2014
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Reppa, V., Panayiotou, C.G., Polycarpou, M.M. (2013) “Isolation of Multiple Sensor Faults in Large-Scale Interconnected Nonlinear Systems ” submitted to IEEE Transactions on Automatic Control
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Alippi, C., Roveri, M., Trovò, F. (2013) “A self-building, cluster-based cognitive fault diagnosis system for sensor networks” submitted to IEEE Transactions on Neural Networks and Learning Systems
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Wang, S., Minku, L.L., and Yao, X. (2013), "Online Class Imbalance Learning and Its Applications in Fault Detection", International Journal of Computational Intelligence and Applications, 12(4):1340001 (19 pages), December 2013.
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Michaelides, M. P., Reppa, V., Christodoulou, M., Panayiotou, C.G., Polycarpou, M.M., (2013) “Contaminant Event Monitoring in Multi-zone Buildings Using the State-space Method”, Building and Environment, vol. 71, Pages 140-152, Jan. 2014
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Alippi, C., Ntalampiras, S., Roveri, M., (2013) "A Cognitive Fault Diagnosis System for Distributed Sensor Networks", Neural Networks and Learning Systems, IEEE Transactions on , vol.24, no.8, pp.1213,1226, Aug. 2013
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Puig, V., Blesa, J., (2013) "Limnimeter and rain gauge FDI in sewer networks using an interval parity equations based detection approach and an enhanced isolation scheme", Control Engineering Practice, 21, pp. 146-170, Feb. 2013
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Alippi, C., Boracchi, G., Roveri, M. (2013) “Ensembles of Change-Point Methods to Estimate the Change Point in Residual Sequences”, Soft Computing, Springer, Volume 17, Issue 11 (2013), Page 1971-1981
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Keliris, C., Polycarpou, M. , and Parisini, T. (2013) ''A distributed fault detection filtering approach for a class of interconnected continuous-time nonlinear systems,'' Automatic Control, IEEE Transactions on , vol.58, no.8, pp.2032,2047, Aug. 2013
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Montes de Oca, S., Puig, V. and Blesa, J. (2012), "Robust fault detection based on adaptive threshold generation using interval LPV observers", Int. J. Adapt. Control Signal Process., 26: 258–283
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Nejjari, F., Pérez, R., Puig, V., Quevedo, J., Sarrate, R., Cugueró, M. A., Sanz, G., and Mirats, J. M. (2012) "Abnormal quality detection and isolation in water distribution networks using simulation models", Drink. Water Eng. Sci., 5, 67-72
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Blesa, J., Puig, V., Saludes, J., (2012) "Robust identification and fault diagnosis based on uncertain multiple input–multiple output linear parameter varying parity equations and zonotopes", Journal of Process Control, 22, 1890-1912
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S. Tornil-Sin, C. Ocampo-Martínez, V. Puig and T. Escobet (2012) "Robust fault detection of non-linear systems using set-membership state estimation based on constraint satisfaction", Engineering Applications of Artificial Intelligence, 25(1): 1-10
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Puig, V., de Oca, S. M. and Blesa, J. (2012), "Adaptive threshold generation in robust fault detection using interval models: time-domain and frequency-domain approaches", Int. J. Adapt. Control Signal Process.. doi: 10.1002/acs.2362
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Rosich, A., Frisk, E., Aslund, J., Sarrate, S. and Nejjari, F. (2012), "Fault Diagnosis Based On Causal Computations", Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on , vol.42, no.2, pp.371,381, March 2012
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Blesa, J., Puig, V. & Saludes, J. (2012) "Robust fault detection using polytope-based set-membership consistency test", IET Control Theory &, Applications, Institution of Engineering and Technology 6, 1767-1777.
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Alippi, C., Boracchi, G., Wohlberg, B. (2014) "Change Detection in Streams of Signals with Sparse Representations", submitted to IEEE International Conference on Acoustics, Speach and Signal Processing (ICASSP) 2014, 4 - 9 May 2014, Florence, Italy.
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Boracchi, G., Michaelides, M., Roveri, M. (2014) "A Cognitive Monitoring System for Contaminant Detection in Intelligent Buildings", submitted to IJCNN 2014, International Joint Conference on Neural Networks, Beijing, China, July 6-11, 2014
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Reppa, V., Michaelides, M. P., Christodoulou, M., Panayiotou, C.G., Polycarpou, M.M. (2014) “A Distributed Framework for Contaminant Event Detection and Isolation in Multi-zone Intelligent Buildings” submitted to European Control Conference (ECC), Strasbourg, France, 2014
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Fernández-Cantí, R. M., Tornil-Sin, S., Blesa, J., Puig V. (2013) “Nonlinear Set-membership Identification and Fault Detection using a Bayesian Framework: Application to the Wind Turbine Benchmark”, in Proceedings of the 52nd Conference on Decision and Control, Florence, Italy, 2013 pp. 496-501.
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Fernandez-Canti, R.M., Blesa, J., Puig, V., (2013) "Set-membership identification and fault detection using a bayesian framework", in Proceedings of Control and Fault-Tolerant Systems (SysTol), 2013 Conference on , vol., no., pp.572,577, 9-11 Oct. 2013
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Fernandez-Canti, R.M., Tornil-Sin, S., Blesa, J., Puig, V. (2013) "Set-membership identification: Bayesian approach vs subpavings approach", in the Proceedings of Control & Automation (MED), 2013 21st Mediterranean Conference on , pp.1112,1118, 25-28 June 2013
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Keliris, C., Polycarpou, M. and Parisini, T. (2013) "A distributed fault detection filtering approach for a class of interconnected input-output nonlinear systems", in the Proceedings of the 12th biannual European Control Conference (ECC2013), July 17-19, Zurich, Switzerland, pp. 1952-1957
Abstract


Reppa, V., M., Panayiotou, C.G., Polycarpou, M.M. (2013) “A Distributed Detection and Isolation Scheme for Multiple Sensor Faults in Interconnected Nonlinear Systems”, in the 52nd Conference on Decision and Control, Florence, Italy, 2013 (to appear)
Abstract


Michaelides, M. P., Eliades, D.G., Christodoulou, M., Kyriakou, M., Panayiotou, C.G., Polycarpou, M.M. (2013) “A Matlab-CONTAM Toolbox for Contaminant Event Monitoring in Intelligent Buildings”, in Proceedings of LEAPS, the 1st Workshop on Learning strategies and data processing in nonstationary environments, Artificial Intelligence Applications and Innovations Conference (AIAI 2013), Paphos, Cyprus, pp. 605-614.
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Blesa J., Nejjari F., Rotondo D., Puig V. (2013), "Robust fault detection and isolation of wind turbines using interval observers", 2nd International Conference on Control and Fault-Tolerant Systems, Nice, France, October 9-11, 2013.
Abstract


Boracchi, G., Puig, V., Roveri, M. (2013) “A Hierarchy of Change-Point Methods for Estimating the Time Instant of Subtle Leakages in Water Distribution Networks” in Proceedings of LEAPS, the 1st Workshop on Learning strategies and data processing in nonstationary environments, pp 615 – 624
Abstract


Reppa, V., Polycarpou, M., Panayiotou, C. G. (2013) ''Multiple sensor fault detection and isolation for large-scale interconnected nonlinear systems'', in the Proceedings of the 12th biannual European Control Conference (ECC2013), July 17-19, Zurich, Switzerland, pp. 1952-1957
Abstract

Alippi, C., Boracchi, G., Puig, V., Roveri, M. (2013) "An Ensemble Approach to Estimate the Fault-Time Instant", in IEEE Proceedings of ICICIP 2013, International Conference on Intelligent Control and Information Processing, June 9 - 11, Beijing, China.
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Quevedo, J., Alippi, C., Cuguero ´, M.A`., Ntalampiras, S., Puig, V., Roveri, M., Garcia, D., (2013) "Temporal/Spatial Model-Based Fault Diagnosis vs. Hidden Markov Models Change Detection Method: Application to the Barcelona Water Network", Control & Automation (MED), 2013 21st Mediterranean Conference on , vol., no., pp.394,400, 25-28 June 2013
Abstract

Keliris, C. , Polycarpou, M. and Parisini, T. (2013) ''A distributed fault detection filtering approach for a class of interconnected input-output nonlinear systems'', in the Proceedings of the 12th biannual European Control Conference (ECC2013), July 17-19, Zurich, Switzerland, pp. 1952-1957
Abstract

Sarrate, R., Nejjari, F., Rosich, A., (2012) "Model-based Optimal Sensor Placement Approaches to Fuel Cell Stack System Fault Diagnosis" in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS 2012, Mexico City, Mexico, pp. 96-101
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Alippi, C., Roveri, M., Trovò F. (2012) "A ''learning from models'' cognitive fault diagnosis system", 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, pp 305-313
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Sarrate, R., Nejjari, F., Rosich, A. (2012) "Sensor Placement for Fault Diagnosis Performance Maximization under Budgetary Constraints", in the Proceedings of the 2nd International Conference on Systems and Control (ICSC'12), Marrakech, Morocco, pp. 1-6.
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Reppa, V., Polycarpou, M.M., Panayiotou, C.G. (2012) "Distributed Sensor Fault Detection and Isolation for Nonlinear Uncertain Systems", in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS, Mexico city, Mexico, 2012, pp. 1077--1082
Abstract

Rosich, A. (2012) "Sensor Placement for Fault Detection and Isolation based on Structural Models", in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS 2012, Mexico City, Mexico.
Abstract

Reppa, V., Polycarpou, M.M., Panayiotou, C.G. (2012) "A Distributed Architecture for Sensor Fault Detection and Isolation using Adaptive Approximation", in the Proceedings of WCCI 2012 IEEE World Congress on Computational Intelligence, IJCNN, Brisbane, Australia, 2012, pp. 2340-2347
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Sarrate, R., Nejjari, F., Rosich, A. (2012) "Sensor Placement for Fault Diagnosis Performance Maximization in Distribution Networks", in the Proceedings of IEEE Mediterranean Control Conference MED'12, Barcelona, Spain.
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M.P. Michaelides, V. Reppa, M.M. Polycarpou and C.G. Panayiotou, (2012) "Contaminant Event Monitoring in Intelligent Buildings Using a Multi-zone Formulation",", in the Proceedingss of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS, Mexico city, Mexico, 2012, pp. 492--497
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Alippi, C., Boracchi, G., Roveri, M. (2011) "A Hierarchical, Nonparametric Sequential Change-Detection Test", in Proceedings of IJCNN (International Joint Conference on Neural Networks), San Jose, California July 31 - August 5, 2011. 
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2011) "A distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks", in Proceedings of the 21th International Conference on Artificial Neural Networks (ICANN), June 14-17th, 2011, Espoo, Finland. Lecture Notes in Computer Science, 2011, Vol. 6792/2011, 173-180.
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Keliris, C., Polycarpou, M. (2011) "A Distributed Fault Detection Filtering Approach for a Class of Interconnected Continuous-Time Nonlinear Systems", in Proceedings of 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), Orlando, FL, USA, 2011, pp. 89-94
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Rosich, A., Sarrate, R., Nejjari, F. (2012) “Optimal Sensor Placement for Leakage Detection and Isolation in Water Distribution Networks”, 8th IFAC Symposium on Fault Detection Supervision and Safety for Technical Processes, 2012, Mexico City, Mexico, pp. 776-781
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Escobet, T., Quevedo, J., Puig, V. (2012) "A Fault/Anomaly System Prognosis using a Data-driven Approach considering Uncertainty", Neural Networks (IJCNN), The 2012 International Joint Conference on , vol., no., pp.1,7, 10-15 June 2012
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