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Sun Danfeng - Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

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Sun Danfeng

Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1278 2022

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Dependability Assessment S. 24-46

„… assessmentSystem level dependability assessmentFactory level dependability assessmentUnsupervised Learning …” „… level dependability assessmentLogical Link level dependability assessmentDevice level dependability …” „… 3 Dependability AssessmentSymbols Description*(·)+ Symbol for the LSTM with a non-negative …”

Distributed Edge Intelligence for Dependability Assessment and Spectral Efficiency Optimization S. 70-82

„… 5 Distributed Edge Intelligence forDependability Assessment andSpectral Efficiency …” „… application requirements. For instance, regardingdependability assessment, dependability parameter datasets …” „… Dependability Assessment and Spectral EfficiencyOptimizationon the cloud, fog, and edge nodes, while horizontal …”

Conclusions and Future Work S. 83-84

„… whole WCS processwere fixed, namely, dependability assessment for WCS analysis and spectral efficiency …” „… optimiza-tion for WCS control.In the dependability assessment branch, the author proposed three models, i.e …” „… State Function. The DSA model extended the dependability assessment scope froma single device to …”

Titelei/Inhaltsverzeichnis S. I-XII

„… Convolutional neural networkDA Dependability assessmentDAE Denosing autoencoderDBSCAN Density-based spatial …” „… Intelligence – Wireless Communication Systems – Industrial Applications – Dependability Assessment – Spectral …” „… WCS analysis and control are studied. Dependability assessment extracts dependability knowledge from …”

Introduction S. 1-5

„… / DEI andWCSs for industrial applications. Two cases are dependability assessment and spectral …” „… intelligence in WCSs.• Chapter 3 introduces how AI addresses dependability assessment issues, including …” „… introduces a DEI mechanism, which can support dependability assessment andspectral efficiency optimization …”

Publication List S. 85-86

„… dependability assessment methodfor industrial wireless network. 2019 5th IFAC Symposium on Telematics …” „… Dependabil-ity Assessment of Industrial Wireless Network. 2019 20th leading congress on measurementand automation …” „… for Depend-ability Assessment of Industrial Wireless Communication Systems. 2021 4th IFAC Conferenceon …”

Related Work S. 6-23

„… Assessment from Analysis PhaseThe term definition of dependability changes from one organization to another …” „… dependability assessment from the WCS analysis phase and the spectralefficiency optimization from the WCS …” „… author’s main target.1. For dependability assessment, assessment with intelligent methods on several key …”

Bibliography S. 87-108

„… , A Gnad, and L Rauchhaupt. Unified assessment of dependability of industrialcommunication. Automation …” „… May 26, 2021.[154] BZKI. Aspects of dependability assessment in zdki …” „… holistic assess-ment of dependability in wireless automation. In 2017 22nd IEEE International Confer-ence …”

doi.org/10.51202/9783186278081

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VDI Wissensforum GmbH (ed.)

Automation 2017

Series: VDI-Berichte

Volume 2293 2017

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S. Willmann, A. Gnad, L. Rauchhaupt Unified Assessment of Dependability of Industrial Communication S. 129-130

„… Unified Assessment of Dependability of Industrial Communication Sarah Willmann, André Gnad, Lutz …” „… order to derive a suitable set of characteristic parameters for the dependability assessment of …” „… vorgeschlagenen Ansatz diskutiert. 1. Increasing relevance of dependability assessment of industrial …”

Titelei/Inhaltsverzeichnis S. I-XXI

„… Basis eines Detailed Risk Assessments nach IEC 62443-2-1A. Horch Getrennte Schutzebenen sind die Basis …” „… – Produktivität umfassend schätzen mit industriespezifischen KonzeptenS. Willmann, Unified Assessment of …” „… Dependability of Industrial 129 A. Gnad, Communication L. RauchhauptC. Spiegel, DnSPro – Offene Plattform für …”

doi.org/10.51202/9783181022931

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VDI Wissensforum GmbH (ed.)

Automation 2019

Series: VDI-Berichte

Volume 2351 2019

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D. Sun, S. Willmann, S. Sathananthan, S. Hoch, D. Gamrad, A. Gladisch, E. Simsek, J. Myrzik Deep Auto-encoder-based Approach for Dependability Assessment of Industrial Wireless Network S. 1047-1070

„… Deep Auto-encoder-based Approach for Dependability Assessment of Industrial Wireless Network …” „… . Magdeburg Abstract Nowadays, quantitative dependability assessment is strongly needed for industrial …” „… deep auto-encoder based approach is proposed to address the dependability assessment problem. To …”

Titelei/Inhaltsverzeichnis S. I-XVIII

„… for Dependability Assessment of Industrial Wireless Network …” „… Modellbasiertes Cyber-Security Risiko Assessment zur Entwicklung angriffstoleranter Industrie 4.0 Systeme …”

T. Gamer, B. Kloepper, M. Hoernicke, V. Biagini, M. Subasic, C. Gross Autonome Systeme – Eine Industrie-Sicht auf Autonomie – Anwendung einer Taxonomie auf eine autonome Anlage S. 705-718

„… degree of details that allows actual assessment of current status and definition of targets for the …” „… opportunity and risk toward the dependability of industrial systems. On the one hand, autonomy and artificial …”

doi.org/10.51202/9783181023518

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Technische Sicherheit

Browse Volumes: Technische Sicherheit

TeSi Volume 9 (2019) Issue 03 ISSN Online: 2191-0073

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W.D. Pilz, B. Schulz-Forberg, H. Keller, C. Langenbach The need for a statutory base to establish modern safety directives S. 21-28

„… structure and shape of the safety documentation (the “safety case”, also termed the “safety assessment …” „… assessment by the competent supervisory body. A further general possibility of application would be for …” „… important for the intended utilisation and, thus, technical dependability. The procedural and …”

doi.org/10.37544/2191-0073-2019-03

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VDI Wissensforum GmbH (ed.)

Automation 2020

Series: VDI-Berichte

Volume 2375 2020

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S. Willmann, C. Diedrich, I. Karls, M. Emara Quality of Service von 5G in der industriellen Kommunikation S. 717-728

„… dependability assessment such as availability, up time, MTBF are interpreted with reference to communication …” „… , 2020 [14] S. Willmann, M. Krätzig, L. Rauchhaupt: Methodology for holistic assessment of dependability …”

S. Willmann, L. Rauchhaupt, T. Neugebauer Praktische Aspekte zur 5G Dienstgütebewertung S. 729-740

„… holistic assessment of dependability in wireless automation, ETFA, 2017 [7] DIN EN 61508-4:2001 …” „… assessment M.Sc. Sarah Willmann, ifak e.V., Magdeburg Dipl.-Ing. Thomas Neugebauer, Götting KG, Lehrte …” „… Praktische Aspekte zur 5G Dienstgütebewertung Practical aspects of 5G quality of service assessment .Sc …”

doi.org/10.51202/9783181023754

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