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VDI Wissensforum GmbH (Hrsg.)

Automation 2019

Reihe: VDI-Berichte

Band 2351 2019

Treffer in den folgenden Teilen:

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

„… management in virtual networks[C]// Network Operations and Management Symposium. IEEE, 2014:1-9. [13 …” „… ] Jiang C, Zhang H, Ren Y, et al. Machine Learning Paradigms for Next-Generation Wireless Networks[J …” „… applied to self organizing cellular networks[J]. IEEE Communications Surveys and Tutorials, 2017. [21 …”

J. Elsner, R. Mueller, S. Thümmel Flooded Edge Gateways – Real-Time Aggregation of High-Density Data Using Complex Event Processing and Machine Learning S. 719-730

„… available network bandwidth [3]. Hence, more and more data are generated and transported via the available …” „… network structures which results in high loads for the corresponding gateways. As a result, latencies …” „… increasing latencies when the sampling frequency of event data increases a value of approximately 10 …”

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

„… Industrie 4.0 concepts like highly flexible and dynamic value chains, lot size one production, or full …” „… of new VDI-Berichte Nr. 2351, 2019706 value propositions, implementation of new business models, or …” „… but do not contribute intelligence in terms of a system’s value proposition. On level 5, a system is …”

S. Malakuti, J. Schlake, C. Ganz, K. E. Harper, H. Petersen Digital Twin: An Enabler for New Business Models S. 807-820

„… digital twin. For example, how digital twins can contribute to the value propositions and digital …” „… . Examples scenarios are: Information exchange across the value chain, real-time simulation of production …” „… asset can be anything of value for an organization such as a physical device, a subsystem, a plant, or …”

A. Belyaev, C. Diedrich Aktive Verwaltungsschale von I4.0-Komponenten – Erscheinungsformen von Verwaltungsschalen S. 517-530

„… 4.0‐Language MQTT 7. Application 6. Session 5. Presentation 4. Transport 3. Network 2. Data Link 1 …” „… Application Transport Internet Network Interface MQTT TCP IPv4 Ethernet Wifi I4.0‐ Language (JSON …” „… between partners in the value chain of Industrie 4.0. BMWi. Berlin, 2018. [3] VDI/VDE 2193 Blatt 1 …”

J. C. Wehrstedt, B. Groos, W. Klein, V. Malik, S. Rothbauer, M. Zeller, S. Weiß, B. Böhm, J. Brings, M. Daun, B. Caesar, A. Fay, C. Hung Koo, M. Vorderer A Seamless Description Approach for Engineering Methods Illustrated for Industrie 4.0 Scenarios S. 465-480

„… production systems beyond organizational borders into a value network for customers. The target of this …” „… industrial network expected for the future, such as e.g. order controlled production, adaptable factories …”

L. Nothdurft, U. Epple Plug&Produce für den Feldgerätetausch S. 361-374

„… Administration Shell: Part 1 - The exchange of information between partners in the value chain of Industrie 4.0 …” „… . Reinhart et al. ; “Automatic Configuration (Plug & Produce) of Industrial Ethernet Networks,” in 9th …”

doi.org/10.51202/9783181023518

VDI Wissensforum GmbH - LAND.TECHNIK 2020

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VDI Wissensforum GmbH (Hrsg.)

LAND.TECHNIK 2020

Reihe: VDI-Berichte

Band 2374 2020

Treffer in den folgenden Teilen:

M. Schikora, J. Wildt, M. Zies, T. Schaare, V. Hadamschek, M. Bender Automatic weed spectrum and weed pressure assessment with RGB imagery S. 287-294

„… . Combining this with the response from the neural network we can calculate the desired value …” „… multi-task neural network. This network is trained to detect potential weeds in field situations. For each …” „… the key value to develop a robust system and is by far the most difficult to analyze and annotate …”

L. Trösken, L. Frerichs Process model for an economic evaluation of cultivation methods on agricultural farms S. 435-444

„… field entrances and properties such as a soil class and calculates a gradient value via the height …” „… information of the corner points. Information from “OpenStreetMap” integrate the road network. Each machine …” „… resale value is distributed equally over the years of use. The model suggests a resale value to the user …”

S. Raikwar, T. Herlitzius, J. Fehrmann Autonomous Navigation Strategy for an Orchard Robot Using Simulation Design S. 425-434

„… Parameter Value/specification Length (m) 3.18 Width (m) 1.3 Height (m) 0.93 Wheelbase (m) 2.2 Engine …” „… step input. This captured steering response act as a base model for PID tuning. The gain value for …” „… proportional (P), integral (I) and derivative (D) value of the PID controller is derived by the signal …”

R. Schmetz Energy analyses of different advanced drive systems for agricultural machinery S. 315-322

„… year. With an energetic residual value for steel scrap of 10 MJ/kg, recycling of the tractor at the …” „… of regenerative primary energy sources it has already fallen below the value of fP = 2 used here …” „… . And this despite the fact that the German government proclaimed this value as a target for 2050 in …”

N. Niebrügge, M. Terhaag, M. Ensink Full digital video solution as a forward-looking technology for High Speed ISOBUS S. 295-302

„… Ethernet based digital video are described and the added value when combined with a High Speed ISOBUS …” „… the network. During the initial step the camera and the operator terminal do not need to know their …” „… Applications in a Bridged Local Area Network”, New York, IEEE, 2011 [7] Stoneridge-Orlaco, “Ethernet RTP/AVB …”

Titelei/Inhaltsverzeichnis

„… define a quality value of precision seed placement …” „… – Networks AEF Wireless In-Field Communication – Agrarian M2M communication for inter brand cooperative …”

T. Stein Automatic logging and situation-related evaluation of manufacturer independent machine data S. 47-54

„… network-compatible sensors into the acquisition data stream was implemented in order to feed additional factual …” „… calculation and the user obtains a representative overlap value for each process. A typical engine load …”

H. Wanta, M. Holovac, S. Lorenz, J. Krzywinski Evaluation of Human-Machine Interactions with Autonomous Agricultural Systems through Cyber-physical Prototypes S. 245-266

„… models suitable for real-time simulations becomes apparent. A guideline value of a reduced number of …” „… communication standard, a framework was set up internally to wirelessly network different prototypes with one …” „… prototype over the key value of fidelity, which is summarized as the average of the sub-dimensions. In …”

doi.org/10.51202/9783181023747

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VDI Wissensforum GmbH (Hrsg.)

Automation 2023

Reihe: VDI-Berichte

Band 2419 2023

Treffer in den folgenden Teilen:

P. Yazdani, G. Cainelli, L. Underberg Shared 5G campus network in industrial working and co-working spaces S. 279-292

„… Shared 5G campus network in industrial working and co-working spaces P. Yazdani, G. Cainelli …” „… networks is increasing around the globe. A new concept with 5G is the non-public network (NPN …” „… , neighboring organizations are exploring network sharing as a viable alternative. This paper presents a …”

B. C. Gül, N. Devarakonda, D. Dittler, N. Jazdi, M. Weyrich Using Federated Learning in the Context of Software-Defined Mobility Systems for Predictive Quality of Service S. 591-610

„… target value, there is no action to be taken. If actual measurements are not as expected due to network …” „… Systems to avoid transmission of user-sensitive data over the network. Therefore, we propose a new …” „… network requirements are not met [15]. This change can be on uplink or downlink data rate, latency, jitter …”

R. Hana, I. Ünal, T. Kleinert Scaling up anomaly detection in measurement data for process plants S. 915-926

„… ), also known as Kohonen maps [5], is an artificial neural network-based technique for unsupervised …” „… the neuron, an anomaly is marked. c) Semantic networks A semantic network is a graph structure, that …” „… between field devices can be described with a directed graph of a semantic network. Different queries can …”

K. O. Oladipupo, S. Käbisch, C. Diedrich Integration Concept of PROFIBUS and PROFINET devices into Asset Administration Shell using Asset Interface Description submodel S. 259-278

„… the device type, its parameters, IO data, network definition, device functionality and references to …” „… value depending on the protocol that the asset is using but the value is of similar structure which is …” „… reason for this is because is makes identification of process value and their parameterization easy. It …”

G. Ghasemi, D. Braun, N. Jazdi, M. Weyrich, S. Holtkotte, N. Richter, J. Birk A data-driven approach to analyze industrial process alarms using the association analysis method S. 777-790

„… concept by learning a causal model with a Bayesian network to map the interrelations between the alarms …” „… overwhelming information. Authors in [23], propose using Bayesian networks by serving a causal model to …” „… sorts of alarms that happen frequently in a plant due to slightly changing the value of a metric higher …”

R. Hana, T. Kleinert Semantic models in process monitoring – Semantic models for field device performance monitoring in the process industry in the context of industry 4.0 S. 233-244

„… platform lies in generating a semantic network that describes the production plant structure based on …” „… network can now be aggregated with predefined attributes that are grouped together. Each group corresponds …” „… . 2419, 2023 235One perspective to look at the semantic network is to consider the nodes as AAS where …”

W. Li, S. Heppner, R. Hana, I. Kornijez, T. Miny, T. Kleinert Praktische Anwendung von Verwaltungsschale zum Aufbau eines Digitalen Zwillings einer hierarchischen Prozessanlage in Laborumgebung S. 137-152

„… ] and IEC CDD [17]. A second Submodel can be provided to describe the process value (PV) and where it is …” „… Property-Object has several attributes, including idShort, value, valueType, description, and semanticId. While …” „… the idShort, value, and valueType are directly available in the CSV File, the description and …”

T. Miny, S. Heppner, I. Garmaev, T. Kleinert, B. Höper Verwaltungsschalen-Teilmodelle – Kopiervorlagen oder Informationsmodell- Typen S. 1015-1028

„… - The ex-change of informationen between partners in the value chain of Industrie 4.0 (Version 3.0RC02 …” „… . Bitkom Research GmbH, 2015 [6] IEC TS 62443-1-1:2009, Industrial Communication Networks - Network and …”

J. Grothoff, T. Miny, M. Tarnow Challenges Utilizing PLCopen for OPC UA S. 999-1014

„… value actually consists in the extension of instance data, like assigned control tasks and their …” „… . Another reduction measure is to leave out property nodes that have a common default value, e.g., the …” „… them. Reducing node id sizes, may even reduce network traffic, as all OPC UA services rely on them …”

N. Hahn, S. Rudolph Digitale Durchgängigkeit, Konsistenz und Interoperabilität im Produktlebenszyklus mit graphenbasierten Entwurfssprachen S. 443-458

„… . Weil, R.: On Automation Along the Automotive Wire Harness Value Chain. Advances in Automotive …” „… . https://www.era-learn.eu/network-information/networks/manu-net-iii/manunet-call-2020/aritifical-intelligence-enhanced-digital-factory-twins-for-wire-harness-manufacturing …”

L. M. Vieira da Silva, C. Sieber, A. Fay Vollautomatisierte Funktionsermittlung und Schlussfolgerungen durch formale Drohnenklassifizierung S. 705-718

„… Distanz distanceValue als Eigenschaft hat. Tatsächliche Individuen der Klassen UAS und Remote Pilot haben …” „… . Bettstetter, “Drone net-works: Communications, coordination, and sensing,” Ad Hoc Networks, vol. 68, pp. 1–15 …”

C. Song, K. Kornmeier, M. Gärtler Unsupervised Learning of Batch Production Steps based on Toeplitz Inverse Covariance S. 791-804

„… , the production can restart again. Batch processes are commonly used for high value products, for …” „… network is represented by a sparse Gaussian inverse covariance matrix Θ [9], VDI-Berichte Nr. 2419, 2023 …” „… initial 𝐾 value of 12. VDI-Berichte Nr. 2419, 2023798 Fig. 6: Visual comparison of predicted segments …”

doi.org/10.51202/9783181024195

Roberto D. Henschel - Higher-Order Multiple Object Tracking

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Roberto D. Henschel

Higher-Order Multiple Object Tracking

Reihe: Informatik/ Kommunikation

Band 875 2021

Treffer in den folgenden Teilen:

Fundamentals S. 33-79

„… = X(ω) is a realization, which is an observed value of X. In this work, we will only consider random …” „… }). Definition 2.2. The expected value of a discrete random variable X : Ω→ R is given by E[X] := ∑ x∈X(Ω) xP(X …” „… . • The neighborhood NG(v) of a vertex v ∈ V is the set of vertices adjacent to v. The value dG(v …”

HO-MOT with Signal Fusion S. 80-129

„… weights framed in black contribute to the objective value of the depicted graph labeling. This chapter …” „… network with a perspective correction method, and pairwise costs that connect accelerations from an IMU …” „… associated weights (or costs): A map c ∈ RV×[nobj] defines for each node a cost value depending on the …”

Lifted Disjoint Paths S. 130-164

„… datasets [181, 186, 255]. We extract from the network for each edge e = vw a similarity value ψre-id(e …” „… network flow model (black) with lifted edges (blue) representing whether two detections belong to the same …” „… method builds upon the Disjoint Paths (DP) problem, i.e., a special case of the network flow problem with …”

Conclusions S. 165-171

„… considerably worse in terms of objective value and tracking accuracy than the result of the proposed …” „… to the objective value as well as tracking metrics. For instance, the proposed solver achieves 100 …” „… solution with an IDF1 value of 80.6% is achieved. Thus, the proposed solver is crucial for the application …”

Introduction S. 1-32

„… value. If a node (corresponding to a detection) or an edge (representing a possible link of two nodes to …” „… possible trajectory to a probability value is difficult. An alternative approach is to employ a …” „… association using a network flow graph [61]. The start and end of a trajectory are encoded by an enter edge …”

doi.org/10.51202/9783186875105

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wt Werkstattstechnik online

Alle Ausgaben: wt Werkstattstechnik online

wt Jahrgang 110 (2020) Heft 07-08 ISSN Online: 1436-4980

Treffer in den folgenden Teilen:

Florian Stamer, Alexander Korczok, Gregor Leschinski, Benjamin Häfner, Gisela Lanza Smart Services in Produktionsnetzwerken modellieren/Modeling smart services in production networks S. 541-544

„… .: Service Value Networks. In: Weinhardt, C.; Blau, B.; Conte, T. et al. (Hrsg.): Business Aspects of Web …” „… Services. Heidelberg: Springer-Verlag 2011, pp. 23–43 [10] Allee, V.: Reconfiguring the value network …” „… Services aufzustellen. Modeling smart services in production networks Smart services are becoming …”

Peter Ruppelt, Tobias Schlagenhauf, Jürgen Fleischer Frühzeitige Detektion von Oberflächenzerrüttungen/Premature detection of surface disruption – Deep Learning-based method for classification of damage on ball screw drives S. 501-506

„… Neural Network) einer der Klassen zugeordnet. Zur Erhöhung der Modellperformanz von Deep-Learning …” „… beschriebene System aus integrierter Kamera und einem Convolutional Neuronal Network zur Bildklassifikation …” „… Global Value Creation. Heidelberg: Springer-Verlag 2012, pp. 109–113 D A N K S A G U N G Die …”

doi.org/10.37544/1436-4980-2020-07-08

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