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VDI Wissensforum GmbH (ed.)

Automation 2019

Series: VDI-Berichte

Volume 2351 2019

Results in this title

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

„… non-linear model-based predictive control speeds up unit start while obeying the thick-walled components …” „… industrial IT, Assessment and Future Directions of Nonlinear Model Predictive Control, Springer, Berlin, pp …” „… energy costs (2008). [5] Franke, R., Doppelhamer, J., Integration of advanced model based control with …”

A. Elkhashap, D. Abel, R. Meier Modelling and Control of a Continuous Vibrated Fluidized Bed Dryer in Pharmaceutical Production S. 159-174

„… control at which a model based controller, i.e. Nonlinear Model Predictive Controller (NMPC), is used at …” „… systematically used in any model based controller methodology. The proposed control structure is a two level …” „… deviation. Finally, a Nonlinear Model Predictive Controller (NMPC) implementation is introduced along with …”

A. Häckh, E. Navarro Poupard, F. Zieker Prozessanalysetechnik an einem kontinuierlichen Biodieselprozess S. 175-182

„… spectroscopy as well as a lightweight model predictive control running on the programmable logic control of …” „… bekannt als Model Predictive Control (MPC). Dabei wird mittels eines Systemmodells die Systemantwort in …” „… . Functional production modules require a high functional integration and an intelligent control unit to act …”

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

„… developed. 4. Data Model To create predictive models for the use in the PMML format, we consider three …” „… combination with an PMML extension. In order to create predictive models for the PMML use, we trained the …” „… decentralize parts of the data analysis logics towards the data sources in order to control the data transfer …”

M. Oppelt Nutzung von rigorosen Modellen für Simulation und Optimierung des laufenden Anlagenbetriebs S. 423-436

„… Predictive Control, [27]) attraktiv. Allen prädiktiven Reglern gemeinsam ist das Grundprinzip IMC (Internal …” „… Model Control): Ein dynamisches Modell der Regelstrecke ist Teil des Reglers und wird zur Laufzeit …” „… simulation models for control code tests. In: Control Engineering Practice 21, S. 218–230. [10] Barth, M …”

S. Schneider, H. Rüschhoff, M. Krauß, J. Birk Mit Automatisierung und Digitalisierung zur autonomen Prozessanlage – Herausforderungen und Lösungen auf dem Weg zur autonomen Prozessanlage in der Praxis S. 437-448

„… einem modellprädiktiven Regler (Model Predictive Control – MPC), wobei der Regler selbst dauerhaft …” „… Einsatz kommen können hier Technologien aus den Bereichen Predictive Maintenance und Asset Monitoring zur …” „… , werden die aktuellen Prozessdaten über ein Batch Control und Plant Information Management System (PIMS …”

M. Ay, S. Stemmler, D. Abel, M. Schwenzer, T. Bergs Adaptive modellprädiktive Kraftregelung beim Schruppfräsen S. 183-196

„… .: "Model Predictive Control for Force Control in Milling" in IFAC-PapersOnLine, vol. 50, issue 1, 2017, S …” „… ., Klocke, F.: "Online Parameter Estimation for Model-Based Force Control in Milling Processes" in …” „… Control and Automation, IEEE, S. 891-896 [2] Petruck, H., Schlick, C., Stemmler, S., Abel, D., Adams, O …”

D. Pfeiffer, M. Becker Messdatengestützte Kältelastvorhersage für eine modellprädiktive Betriebsführung von Kälteanlagen Untersuchungen zum Einfluss von Lastprognosefehlern S. 103-116

„… predictive control strategy – influence of model uncertainties. The 25th IIR International Congress of …” „… entstand im Rahmen der Forschungsprojekte „FlexControl – Netzdienliche Betriebsführungsstrategien für eine …” „… .: Electrical demand side flexibility from refrigeration systems with thermal energy storage based on a model …”

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

„… branches: traffic prediction, traffic classification, traffic routing, congestion control, resource …” „… traffic classification. To address the packet loss classification problem for the congestion control …” „… possible sensor faults at the node level. Then, the real output and RNN approximation model were compared …”

Titelei/Inhaltsverzeichnis

„… Prozessführung Modelling and Control of a Continuous Vibrated Fluidized Bed Dryer in Pharmaceutical Production …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . 287 A. Menschner, A. Klose, S. Hensel, L. Urbas, Chair of Process Control Systems & Group of Process …” „… GmbH & Co. KG, Lauffen am Neckar; M. Sagerer, Hirschmann Automation and Control GmbH, Neckartenzlingen …”

J. Ulmer, J. Wollert, C. Y. Lai, C. Cheng Integration von VR und AR in Produktlebenszyklen – Eine Übersicht über die Nutzung virtueller Technologien im industriellen Umfeld S. 911-930

„… Prototyping [6] über die AR unterstützte Montage [7] bis hin zur Predictive Maintenance [8]. Während …” „… lifecycle models. ACM SIGSOFT Software Engineering Notes, 2010, S. 8 [21] Eigner, M. u. Stelzer, R …” „… and Control. Virtual and Augmented Reality Applications in Manufacturing, 2010, S. 111–125 [25] Bade …”

R. Pugliese, T. Konrad, R. Zweigel, D. Abel, A. Kluge-Wilkes, R. H. Schmitt Automatische Multikopter-basierte Indoor-Inspektion großer Oberflächen – Vorstellung der Systemelemente eines zerstörungsfreien Inspektionssystems für die Oberflächeninspektion von Flugzeugen nach Bli... S. 767-780

„… control, Bd. 46, pp. 181-195, 2018. [2] T. Konrad, T. Salesch und D. Abel, „Flatness-based Model …” „… Predictive Trajectory Optimization for Inspection Tasks of Multirotors.,“ American Control Conference, IEEE …” „… - und Positionsdaten werden fusioniert und für die offline-Verarbeitung drahtlos an die Ground Control …”

R. M. Page, M. Blessing, N. Fink, T. Kunimünch Wassernetze vernetzen S. 781-794

„… cloud-based system as the basis of an integrated, continuous and predictive management of a water network …” „… mehrere Disziplinen umfassen. SCADA (Supervisory Control And Data Acquisition) Systeme unterstützen die …” „… Control Point, werden in Wasserversorgungen kritische Stellen überwacht. Oftmals beinhaltet dies die …”

doi.org/10.51202/9783181023518

VDI Wissensforum GmbH - Dritev – Drivetrain For Vehicles 2019

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VDI Wissensforum GmbH (ed.)

Dritev – Drivetrain For Vehicles 2019

Series: VDI-Berichte

Volume 2354 2019

Results in this title

A. Lampe, R. Serway, L. Große Siestrup, C. Gühmann Artificial intelligence in transmission control – Clutch engagement with reinforcement learning

„… Regelung (Model Predictive Control, MPC), ergeben sich dadurch, dass ein Modell des dynamischen Systems …” „… approaches such as model predictive control (MPC) result from the fact that is not strictly necessary to …” „… several advantages over model predictive control. These include lower computational demand so that the …”

S. Foulard, S. Rinderknecht, F. Braun, P. Jardin ecoLIFE3: An approach for a resource-efficient dimensioning of vehicle components based on a holistic optimization with real life load data –paradigm shift in transmission engineering based on big dat...

„… standard control units of series production cars. For such applications, the amount of generated data is …” „… kept low, and the limited computing power and storage capacity of standard Electronic Control Units …” „… outputs of load & lifetime monitoring system emerges for a better control of user profile discrepancies …”

doi.org/10.51202/9783181023549

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VDI Wissensforum GmbH (ed.)

Automation 2021

Series: VDI-Berichte

Volume 2392 2021

Results in this title

C. Sonntag, D. Wolff, D. Bleidorn, E. Balling, F. Marx Maximizing Efficiency and Transparency in Batch Processing with Simulation-driven Predictive Decision Support S. 249-260

„… . This contribution presents the INOSIM Foresight system for predictive decision support that employs …” „… , which can lead to savings in the millions. Intuitive predictive graphical dashboards support plant …” „… Predictive Decision Support Maximale Effizienz und Transparenz in der Batch produktion durch …”

T. Zeun, A. Frotzscher, A. Nicklas, E. Schmitt, D. Schulze-Zipper, H. Zipper Selbstorganisation und Co-Management verteilter Automatisierungssysteme mit dem Kommunikationssystem S. 751-762

„… and Z. K. Nagy, "Nonlinear Model Predictive Control: From Theory to Application," Journal of the …” „… using an ontology information model is shown. In [6] semantic protocols for skillbased control …” „… authors proposed a new system architecture model for self-organization and a control and communication …”

F. Hilbert, S. Soler Perez Olaya Flexible Industrie 4.0 Verwaltungsschale für dynamische IIoT-Systeme – Zeitreihen in der Verwaltungsschale S. 87-100

„… Nr. 2392, 202192 komplexe Zustandsschätzer (z. B.Model Predictive Control, wo in Kalman-Filter …” „… Predictive-Maintainance-Anwendungen für Batteriebetriebene Sensorknoten essentiell, Informationen über die aktuelle Akkunutzung bzw …” „… historische Information bildet eine Basis für Predictive Maintenance Anwendungen. Wie in [14] beschrieben …”

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

„… enable new business models. To this end, the concept of a Digital Twin (DT) and an Asset …” „… machine. In a control loop sequence comprising of "sense-decide-actuate", the sensing stage requires that …” „… handling of single assets as black boxes, where only an interface definition is required 3. Sub model …”

C. Härle, M. Barth, A. Fay Betriebsparallele Adaption einer Co-Simulation für diskrete Fertigungsanlagen S. 517-534

„… hardware-in-the-loop simulation - Applied to sheet-metal press line optimisation,“ in Control Engineering Practice …” „… Functional Mockup Interface for Tool independent Exchange of Simulation Models,“ in Proceedings of the 8th …” „… Learning for Predictive Maintenance: A Multiple Classifier Approach,“ in IEEE Transactions on Industrial …”

D. Persson, J. Pohl, A. Rieder Increased reliability and safety in Coriolis flowmeter operation by monitoring its physical response to process conditions S. 737-750

„… measurement parameters, which subsequently are passed on to the process control system via the desired …” „… , enabling predictive maintenance in a reliable and comfortable manner. Consequently, all functionality …” „… flowmeter models and applications, as various wear patterns will impact the elastic properties of the …”

D. Göllner, T. Klausmann, M. Kiele-Dunsche, H. Stichweh Creation and Usage of Digital Twins in the Life Cycle of an Automation Solution S. 75-86

„… Twin (DT) for Industry 4.0. It provides a common data model as well as interfaces and can be used to …” „… of the main technologies needed for reaching interoperability are standardized information models …” „… . These models are used to add a self-description to any component of value inside a factory. The …”

doi.org/10.51202/9783181023921

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wt Werkstattstechnik online

Browse Volumes: wt Werkstattstechnik online

wt Volume 110 (2020) Issue 07-08 ISSN Online: 1436-4980

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Felix Hoffmann, Benjamin Brockhaus, Joachim Metternich, Matthias Weigold Predictive Maintenance für Schutzabdeckungen/Predictive maintenance for protective covers – From business model to application S. 496-500

„… maintenance for protective covers – From business model to application Predictive maintenance is one of …” „… Vom Geschäftsmodell zur Anwendung Predictive Maintenance für Schutzabdeckungen F. Hoffmann, B …” „… . Brockhaus, J. Metternich, M. Weigold Predictive Maintenance ist eines der bestimmenden Themen im Kontext …”

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

VDI-Wissensforum GmbH - DRITEV – Drivetrain for Vehicles 2021

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VDI-Wissensforum GmbH (ed.)

DRITEV – Drivetrain for Vehicles 2021

Series: VDI-Berichte

Volume 2381 2021

Results in this title

C. Schörghuber, M. Ortner, J. Pell, S. Pretsch Holistic system design and operation of a fuel cell truck based on an innovative energy management S. 685-700

„… order to achieve highest possible system efficiencies. Without predictive controls the general idea …” „… resistances, simplified tire models and the mechanical brakes. The brake resistor power is controlled via the …” „… . In this paper a model-based approach is described where overall vehicle simulations are used to …”

X. Zhang, F. Küçükay Driveability optimization of electrified powertrains utilizing machine learning based control and the interaction with ADAS/AD systems S. 361-376

„… model predictive control so-called LMPC to enable a predictive or proactive optimization. The LMPC …” „… , O., EREKE, İ. M.: Model Based Predictive Engine Torque Control for Improved Driveability. Journal …” „… , and EM FOC (Field Oriented Control) control model is developed to perform powertrain oscillation and …”

M. Giannantonio, S. Henzler, S. Rinderknecht Advanced Design of Dedicated Hybrid Drivetrains S. 77-100

„… combination of a component-dimensioning algorithm with a predictive collision analysis to achieve a densely …” „… vehicle platforms. The modularity of the approach enables the possibility to define different control …” „… with different control flows and solving algorithms for two different layouts are discussed. 1 I …”

W. Sackl Sustainable Powertrain Solutions – the new role of the powertrain at Magna S. 1-10

„… are reduced. Main functions are increasingly tied to high level software and controls – following …” „… these changes – and new business models are emerging. VDI-Berichte Nr. 2381, 2021 3 Let´s compare …” „… technologies 3.) business models may shift from ownership to “usership“ In view of these fundamental …”

F. Bayer, J. Tochtermann Development of a Heavy-Duty E-Axle S. 621-636

„… design topics, such as e-motor development, E/E, cooling and controls concept. E-Axle for Heavy-Duty …” „… these changes, dynamic 3D motion models were created, showing the movement of the suspension. This was …” „… also used to create the 3D installation model of the space finally available for the e-axle. Motion …”

doi.org/10.51202/9783181023815

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