Distributed Adaptive Estimation Scheme for Isolation of Sensor Faults in Multi-zone HVAC Systems

Panayiotis Papadopoulos 1 Vasso Reppa 2, 3 Marios M. Polycarpou 1 Christos G. Panayiotou 1
1 University of Cyprus
2 L2S - Laboratoire des signaux et systèmes
3 CentraleSupélec
Abstract : This paper presents a model-based distributed scheme with emphasis on the isolation of sensor faults in multi-zone heating, ventilating and air-conditioning (HVAC) systems. A bank of local sensor fault detection and isolation agents are designed to diagnose sensor faults in a HVAC system, modeled as a set of interconnected, nonlinear subsystems. Each agent consists of the local sensor fault detection and adaptive estimation scheme for isolation of sensor faults. Detection and isolation signals are generated based on analytical redundancy relations. These signals are provided to a local decision logic in order to distinguish between local and propagated sensor faults. Simulation results are used to illustrate the e ectiveness of the proposed methodology applied to a four-zone HVAC system.
Type de document :
Communication dans un congrès
9th IFAC International Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS), 2015, PARIS, France. pp.1146-1151, 〈10.1016/j.ifacol.2015.09.681 〉
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https://hal-centralesupelec.archives-ouvertes.fr/hal-01260181
Contributeur : Pascale Lepeltier <>
Soumis le : lundi 19 mars 2018 - 10:06:47
Dernière modification le : jeudi 5 avril 2018 - 12:30:25

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L2S | SUP_LSS | CENTRALESUPELEC | SUP_SYSTEMES | SUP_E3S | SUP_AUTO | TDS-MACS | UNIV-PARIS-SACLAY

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Panayiotis Papadopoulos, Vasso Reppa, Marios M. Polycarpou, Christos G. Panayiotou. Distributed Adaptive Estimation Scheme for Isolation of Sensor Faults in Multi-zone HVAC Systems . 9th IFAC International Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS), 2015, PARIS, France. pp.1146-1151, 〈10.1016/j.ifacol.2015.09.681 〉. 〈hal-01260181〉

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