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Michael Pagel - Model-based diagnosis of electronic cooling fan drive systems

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Michael Pagel

Model-based diagnosis of electronic cooling fan drive systems

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1262 2018

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Fault Detection and Diagnosis: Application S. 99-117

„… 99 5 Fault Detection and Diagnosis: Application With the introduction of algorithms which provide …” „… laid the foundation for the application of fault detection and diagnosis. In the following, the …” „… principle of developed algorithms for the detection and diagnosis of selected faults is presented. In the …”

Methods of Fault Detection and Diagnosis S. 8-17

„… 8 2 Methods of Fault Detection and Diagnosis This chapter gives an explanation of the terms …” „… detection and diagnosis along with a brief overview of the methods utilized for fault detection and …” „… diagnosis. As the eld of fault detection and diagnosis has been the topic of many research activities, only …”

Fault Detection and Diagnosis of the electrical motor: Online Parameter Acquisition S. 40-98

„… 40 4 Fault Detection and Diagnosis of the electrical motor: Online Parameter Acquisition Knowledge …” „… fault detection and diagnosis. With determination of nominal parameters by End-of-Line (EoL) testing …” „… measurement path has to be extended by the MOSFET 44 4 Fault Detection and Diagnosis of the electrical motor …”

Introduction S. 1-7

„… reliable fault detection and diagnosis has gained a growing importance. Safety-critical applications are …” „… fault detection and diagnosis and other elds of activity. As can be seen in the gure, the continuous …” „… online determination Figure 1.3: Association between topic of fault detection and diagnosis and other …”

Titelei/Inhaltsverzeichnis

„… : Fault detection – Fault diagnosis – Engine cooling fan – Thermal network – Parameter estimation …” „… drive systems is a contribution to the field of fault detection and diagnosis for electrically driven …” „… and internal states. The developed methods for fault detection and diagnosis are characterized by …”

Bibliography S. 127-137

„… ed. Berlin: Springer Vieweg. Basak, D., A. Tiwari, and S. Das (2006). Fault diagnosis and condition …” „… , India, 7 pp. Da, Y., X. Shi, and M. Krishnamurthy (2011). Health monitoring, fault diagnosis and …” „… ., J. Faiz, and B. Araabi (2010). Pattern identi cation for eccentricity fault diagnosis in permanent …”

Summary and Outlook S. 118-121

„… 118 6 Summary and Outlook In this work, a contribution to the area of fault detection and diagnosis …” „… . They not only allow for the development of a detailed fault detection and diagnosis but also serve as …” „… temperature are important quantities for fault detection and diagnosis, which is presented in Chapter 5. 6 …”

The Engine Cooling Fan System S. 18-39

„… reliability for engine cooling fans, which necessitates proper methods for fault detection and diagnosis being …” „… eld of fault detection and diagnosis demands the possibility for arti cially introducing faults into …” „… current exceeds a certain threshold, • internal electronic faults (such as an AD-conversion error or a …”

doi.org/10.51202/9783186262080

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VDI Wissensforum GmbH (ed.)

Automation 2021

Series: VDI-Berichte

Volume 2392 2021

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I. Amihai, R. Gitzel, A. Boyaci Compression and Fault Diagnosis of High Frequency Sensor Data S. 545-556

„… Compression and Fault Diagnosis of High Frequency Sensor Data Dr. I. Amihai, Dr. R. Gitzel …” „… , autoencoders have been successfully used for fault diagnosis in various industrial settings, primarily as …” „… . Morrison, "New fault diagnosis of circuit breakers," IEEE Trans. Power Delivery, vol. 18, pp. 454-459 …”

S. Kamm, N. Jazdi, M. Weyrich Automatisierte Datenintegration für den Fehleranalyseprozess von Halbleiterbauelementen mithilfe von Ontologien und Graphen S. 585-598

„… ] R. Isermann, Fault-diagnosis systems: an introduction from fault detection to fault tolerance …” „… : Springer Science & Business Media, 2005. [4] C. M. Furse et al., “Fault diagnosis for electrical systems …”

Titelei/Inhaltsverzeichnis

„… Künstliche Intelligenz & Autonome Systeme – Datenanalyse Compression and Fault Diagnosis of High Frequency …”

G. Steinhagen, M. Banf Flexible On-Premises Datenanalyse für KMU S. 637-648

„… . Qin, J. Ma. “Fault diagnosis of rotary machinery components using a stacked denoising …”

V. Gowtham, A. Willner, W. Pilar von Pilchau, J. Hähner, M. Riedl, N.-S. Koutrakis, J. Polte, E. Uhlmann, J. Tayub, V. Frey A Reference Architecture enabling Sensor Networks based on homogeneous AASs S. 5-16

„… , “Anshan: Wireless Sensor Networks for Equipment Fault Diagnosis in the Process Industry,” in 2008 5th …”

doi.org/10.51202/9783181023921

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VDI Wissensforum GmbH (ed.)

ELIV 2021

Series: VDI-Berichte

Volume 2384 2021

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M. Gresser, M. Mende, M. D. Rabe, B. Baker, A. Unger Graph-based Vehicle Diagnostics using Machine Learning S. 131-142

„… fault diagnosis and to point out the potential and risks of its usage. 1. Introduction With …” „… is fault diagnosis, meaning locating the fault cause at a prespecified granularity and understanding …” „… diagnosis is required to explain these fault effects. In the event of a flawed diagnosis and without a way …”

A. P. Das, K. Thomas, A. Mohan, A. S. Akhil, K. P. Ganesh A Battery Digital Twin framework for Predictive Maintenance and State of Health Estimation of Electric Vehicles S. 579-592

„… condition monitoring and fault diagnosis platform for largescale lithium-ion battery energy storage systems …” „… , Adhikaree A, Vagdoda JS, Lee Y. Cloud-Based Battery Condition Monitoring and Fault Diagnosis Platform for …” „… management system of EVs is well discussed in the literature, digital twin-based battery diagnosis is in the …”

J. Klesing, P. Schmitt Chassis Health Management – End-to-End Architecture and Methods S. 105-116

„… . New insights are gained not only by monitoring an individual vehicle but also by comparing fault …” „… techniques for automated detection, diagnosis and prognosis [2]. In addition, IVHM is linked to a logistics …” „… System are Fault Symptoms, which are generated via real-time system models. The Diagnostic Reasoner uses …”

O. Meyer, B. Bohlen Applying Standards for future Vehicle Diagnostic and Vehicle Lifecycle Management S. 409-422

„… proximity case), SOVD enables to detect and localize faults, retrieve the status of the vehicle, run …” „… and after sales diagnostics in a workshop, SOVD aims for a client to detect and localize faults …” „… supporter would read out the fault memories of the vehicle using the SOVD API. Based on the fault memories …”

D. Geyer, C. Miedl Safety Architectures for Automotive Cross Domain Servers – Challenges and Potentials S. 447-458

„… quantitative proof of each concept part Signal timing and fault tolerance times (FTT) require more cascaded …” „… losing the ability to meet safety safety goals. An example of a safety diagnosis utilizing ML approach …”

doi.org/10.51202/9783181023846

VDI Wissensforum GmbH - International Conference on Gears 2019

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VDI Wissensforum GmbH (ed.)

International Conference on Gears 2019

Series: VDI-Berichte

Volume 2355 2019

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R. Slatter Condition monitoring of gearboxes using magnetoresistive sensors S. 229-244

„… monitoring. Fig. 1: Costs associated with different maintenance strategies [1] 2. Fault diagnosis …” „… ] Collacott, R.A.: Mechanical Fault Diagnosis and Condition Monitoring. London. Chapman and Hall 1977 [6 …” „… , Y. et al: Condition monitoring and fault diagnosis of planetary gearboxes - A review …”

A. Carbonelli Transferring knowledge about gear systems to machines in order to improve diagnosis efficiency S. 1065-1076

„… markers for potential faults, which can help for diagnosis, either by gathering similar behavior …” „… gear fault diagnosis using various condition indicators. Procedia Engineering, 144, 253-263 …” „… Transferring knowledge about gear systems to machines in order to improve diagnosis efficiency …”

Y. Hawwari, J. Touzet, H. Andre, H. I. Cakar, I. Khelf, L. Alloin Ring gear tooth cracks detected using instantaneous angular speed: wind turbine application S. 1039-1052

„… Indicator The gear fault diagnosis can be tackled in many different ways. Very often, the used methods …” „… processing as a gear fault diagnosis tool seemed vey promising and as a novel tool it promises a gold mine …” „… Green, Lyon, France Abstract This work tackles the monitoring of a planetary train gear fault in …”

B. H. Kien, D. Iba, Y. Ishii, Y. Tsutsui, N. Miura, T. Iizuka, A. Masuda, A. Sone, I. Moriwaki Vibration-based plastic gear crack detection system using a pre-learned convolutional neural network S. 1443-1452

„… deep learning model for fault diagnosis with good anti-noise and domain adaptation ability on raw …” „… gear faults. Zhang et al. [7] proposed a DCNN with Wide first-layer kernels (WDCNN) learned from raw …” „… vibration signals to classify faults in steel ball bearings. This model is efficient to process 1D images …”

S. Nowoisky, M. Grzeszkowski, C. Guhmann, J. G. Pelham Monitoring concept study for aerospace power gear box drive train S. 269-286

„… Acoustic Emission Characteristics of a Journal Bearing for Early Fault Detection and Diagnosis, PhD …” „… diagnosis of the world’s most powerful aerospace gearbox. For this novel technology different monitoring …” „… fault detection in the case of the above-mentioned failures due to their short response time to …”

M. Fromberger, S. Sendlbeck, M. Rothemund, J. Gotz, M. Otto, K. Stahl Comparing data sources for condition monitoring suitability S. 257-268

„… Rotation Speed From DC Motor Current Ripple for Order Tracking and Fault Diagnosis. IEEE Transactions on …”

J. Zhang, J. Wang Dynamic modeling and analysis of a star-wheel reducer S. 741-752

„… model based fault diagnosis of a single stage planetary gear train with an incipient tooth crack on the …” „… Reference [1]. Liang X, Zuo M J, Feng Z. Dynamic modeling of gearbox faults: A review [J]. Mechanical …”

doi.org/10.51202/9783181023556

VDI Wissensforum GmbH - Schwingungen 2017

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VDI Wissensforum GmbH (ed.)

Schwingungen 2017

Series: VDI-Berichte

Volume 2295 2017

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R. Golafshan, M. Wegerhoff, G. Jacobs, K. Y. Sanliturk A New Approach for Vibration-based Rolling Bearings Fault Detection in Non-Stationary Operating Conditions S. 347-362

„… condition monitoring. Many diagnosis methods aim to identify the fault repetition period in the vibration …” „… fault detection are studied and published, a robust fault diagnosis algorithm suitable for …” „… signal modelling to improve the reliability of envelope analysis for rolling bearing fault diagnosis …”

T. Bickmann Advanced Online Condition Monitoring and Diagnostics support Operational and Maintenance Decisions in an Offshore Gas Compression and Export System Unit S. 173-186

„… . This allowed continued operation of the compressor with added confidence that if the fault deteriorated …” „… . The augmented capability derived ensures prompt and expedient diagnosis of abnormalities and …” „… faults using on-line dynamic correlation of impulsive vibration signatures with calculated forces and …”

doi.org/10.51202/9783181022955

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