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Incipient Fault Detection and Diagnosis: A hidden information detection problem
2015 IEEE 24th International Symposium on Industrial Electronics (ISIE), 2015In this paper, we propose an overview of the Fault Detection and Diagnosis concept as the detection and characterisation of a hidden information as usually addressed in Data Hiding approaches. In fact, on one side Fault Detection and Diagnosis is generally studied as the detection and characterization of changes (abrupt or not) in a signal describing ...
Delpha, Claude, Diallo, Demba
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A Fault Detecting System of Intelligent Detection and Diagnosis
Advanced Materials Research, 2011By testing the running gear system with fault, the vibration signals of gear system are acquired at different speeds. Using wavelet de-noising by threshold to extract the useful feature signals, combining time-frequency analysis with intelligence detection theory of wavelet analysis, the feature signals are decomposed into different frequency bands ...
Ren Ping Shao, Yong Long Li, Wen Tao Hu
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Fault Detection, Diagnosis and Identification
1998In this work we distinguish between two kind of faults: slowly changing and abrupt changing faults. The first often originate from wearing and the latter from a abrupt errors within the process control system. In practice, a supervision system has to deal simultaneously with both types of faults, but here we make a distinction because different methods
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Fuzzy Model-Based Fault Detection and Diagnosis
IFAC Proceedings Volumes, 1996Abstract A method of fault detection and diagnosis is presented which uses static fuzzy models to describe the behaviour of both correctly operating and faulty systems. Fault detection is based on two models of correct operation; one generic and the other specific.
Newton Maruyama +2 more
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Fault detection and diagnosis in rotating machinery
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218), 2002The detection and diagnosis of mechanical faults in rotating machinery using a model-based approach is studied. For certain types of faults, for example raceway faults in rolling element bearings, increase in mass unbalance and changes in stiffness and damping, algorithms suitable for real-time implementation are developed and tested.
K.A. Loparo, N. Afshari, M. Abdel-Magied
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Supervision, fault-detection and fault-diagnosis methods — An introduction
Control Engineering Practice, 1997Abstract The operation of technical processes requires increasingly advanced supervision and fault diagnosis to improve reliability, safety and economy. This paper gives an introduction to the field of fault detection and diagnosis. It begins with a consideration of a knowledge-based procedure that is based on analytical and heuristic information ...
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Data-Driven Process Monitoring, Fault Detection And Fault Diagnosis
2020As the process control industry and production lines become highly complex and significantly invested with high-dimensional variables, process health monitoring attracts more attention from the domain experts and process operators. Since data is ubiquitous nowadays thanks to the advanced computer and communication technology, data-driven approaches are
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Model-based fault-detection and diagnosis – status and applications
Annual Reviews in Control, 2004Abstract For the improvement of reliability, safety and efficiency advanced methods of supervision, fault-detection and fault diagnosis become increasingly important for many technical processes. This holds especially for safety related processes like aircraft, trains, automobiles, power plants and chemical plants.
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Fault Detection and Diagnosis for Aeronautic and Aerospace Missions
2010The term Fault Detection and Diagnosis (FDD) is a development of the term Fault Detection and Isolation (FDI). Generally speaking, FDD goes slightly further than FDI by including the possibility of estimating the effect of the fault and/or diagnosing the effect or severity of the fault.
Henry D., SIMANI, Silvio, Patton R. J.
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Fault Detection and Diagnosis in Gas Turbines
Volume 5: Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; General, 1990Modern military aircraft are fitted with Engine Monitoring Systems (EMS) which have the potential to provide maintenance personnel with valuable information for diagnosing engine faults and assessing engine condition. In this study, analytical redundancy methods have been applied to gas turbine engine transient data with the view to extracting the ...
G. Merrington +3 more
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