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Juan José Wilhelm Victoria Villeda - Reaction Network Generation and Evaluation for the Design of Biofuel Value Chains

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Juan José Wilhelm Victoria Villeda

Reaction Network Generation and Evaluation for the Design of Biofuel Value Chains

Series: Verfahrenstechnik

Volume 950 2017

Results in this title

Network evaluation strategy S. 77-94

„… 5 Network evaluation strategy It was mentioned in Section 1.2 that an optimization-based evaluation …” „… optimization-based evaluation technique and subsequently the novel approach that also assesses the network topology …” „… and the integration of waste streams. 77 5 Network evaluation strategy 5.1 Optimization-based network …”

Titelei/Inhaltsverzeichnis

„… Reaction Network Generation and Evaluation for the Design of Biofuel Value Chains Reaction Network …” „… mündlichen Prüfung: 28.10.2016 Fortschritt-Berichte VDI Reaction Network Generation and Evaluation for …” „… 978-3-18-395003-4 Victoria Villeda, Juan José Wilhelm Reaction Network Generation and Evaluation for the Design of …”

Conclusions and outlook S. 128-131

„… mode analysis forms the basis of a novel, multi-stage evaluation methodology for reaction networks …” „… aspect was already addressed by Voll (2013), who proposed a close integration of network evaluation and …” „… generating and evaluating synthesis networks towards novel biofuels. A reaction network generator was …”

Case studies S. 95-127

„… . 6.3.1 Manually constructed reaction network Previous approaches to the evaluation of 3-MTHF production …” „… - M T H F fr o m it a co n ic ac id 103 6 Case studies 6.3.3 Evaluation of the reaction network …” „… Subsequently, the generated network is evaluated using the proposed multi-stage evaluation strategy. The …”

Introduction S. 1-10

„… ) include kinetic data for reaction schemes, thus enabling a detailed evaluation of the network. However the …” „… level of abstraction. More detailed evaluations are required to better understand the relations that …” „… on a process technology superstructure. They constructed a network that consists of 129 substances …”

Appendices S. 132-169

„… argument. Option 10 states which criteria are plotted after reaction network generation and evaluation. The …” „… network in Figure A.1 as an example. The distances between vertex A and the other vertices in the network …” „… , j) = 1 d(A, j) = 2 Figure A.1 – The distance in networks Degree of a vertex The degree of a vertex …”

Reaction network generation: Network manipulation S. 66-76

„… product. The network reduction is required to improve the performance of subsequent evaluation steps by …” „… 4 Reaction network generation: Network manipulation Up to this point, there are several aspects of …” „… the generated reactions and networks that narrow the scope of the assessment, contradict behavior …”

Bibliography S. 170-186

„… . (2012b). Reaction network flux analysis: Optimization-based evaluation of reaction pathways for …” „… . (2008). Acetone market report. Besler, A., Harwardt, A., and Marquardt, W. (2009). Reaction networks A …” „… networks. In Transactions on Computational Systems Biology VII, pages 89–106. Springer. Broadbelt, L. J …”

Reaction network generation: Introduction to the basic algorithm S. 11-54

„… ., 2005) Construction of biological reaction network, subsequent thermodynamic evaluation (i) Matrix …” „… 2 Reaction network generation: Introduction to the basic algorithm Reaction network generators are …” „… computational tools that serve as a means to elucidate reaction mechanisms and generate reaction networks. They …”

doi.org/10.51202/9783186950031

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VDI Wissensforum GmbH (ed.)

Automation 2022

Series: VDI-Berichte

Volume 2399 2022

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L. Underberg, G. Cainelli, T. Neugebauer Performance Evaluation of a Campus Network emphasizing the ICT-OT-relation S. 637-650

„… Performance Evaluation of a Campus Network emphasizing the ICT-OT-relation Lisa Underberg, Gustavo …” „… and D-ITG are well-established tools in network performance evaluation, they are limited to certain …” „… between two networks: 5G and LTE campus network, and two devices: an evaluation kit with 5G/LTE module and …”

M. Gärtler, B. Schmidt Auf dem Weg zur Digitalisierung von R&I – Evaluierung von Few Shot Learning Techniken zur einfachen Erkennung bisher unbekannter Elemente S. 453-464

„… Erkennung bisher unbekannter Elemente Towards Digitization of P&IDs Evaluation of Few Shot Learning …” „… our use case. We conclude with our evaluation of different methods and the assessment of quality and …” „… neural networks is given in [2]. In a first step, a model is trained using base training with instances …”

M. Stange, M. Both, J. Müller Prognostizierte Energieverbräuche durch Deep Learning als Basis zur Integration in ein Smart Grid am Beispiel des Flughafen Köln Bonn S. 703-714

„… Forward Artificial Neural Network entwickelt. Abbildung Bild 3 zeigt den Aufbau des entwickelten KNN …” „… simultan vorhergesagt werden. Als Metrik zur Evaluation der Prognosegüte wird der mittlere absolute …” „… networks for energy load forecasting. IEEE 26th International Symposium on Industrial Electronics (ISIE …”

H. S. Steude, D. Vranješ, J. L. Augustin, O. Niggemann, M. Lange-Hegermann, D. Höche Verwendung Neuronaler Netze zur automatisierten Analyse und Modellierung elasto-plastischer Materialeigenschaften von metallischen Zugproben S. 505-520

„… testing. The evaluation of mechanical materials properties from stress-strain curves is a sometimes …” „… how neural networks (NNs) can be used to evaluate stress-strain curves in an automated manner. First …” „… 41598-022-08745-5. [3] S. Greydanus, M. Dzamba, and J. Yosinski, “Hamiltonian Neural Networks,” p. 8, Jun. 2019 …”

A. Stutz, T. Kempin, M. Maurmaier, M. Blumenstein, A. Fay Konfigurierbare Controller-Controller-Kommunikation für modulare Produktionssysteme S. 651-666

„… Mechanis-men zur Querkommunikation wurden erfolgreich einer ausführlichen Evaluation unterzogen. Der Beitrag …” „… der ausgetauschten Werten ein. In Abschnitt 9 werden die Ergebnisse einer Evalu-ation in Form einer …” „… auf die bereits genannte Veröffentlichung verwiesen [4]. 9. Evaluation der Lösungskonzepte für die …”

I. Gräßler, M. Hieb, D. Roesmann Gestaltung einer Forschungsinfrastruktur für die Anwendung digitaler Werkzeuge in Cyber-Physischen Produktionssystemen S. 667-678

„… computers and networks monitor and control the physical processes, usually with feedback loops where …” „… Mining und Interpretation/ Evaluation. Ein Spezialfall für das Scheduling im Smart Auto-mation Laboratory …” „… , 2016. [3] E. M. Frazzon et al., “Towards Socio-Cyber-Physical Systems in Production Networks,” Procedia …”

M. Schütze, J. Alex Steuerung und Regelung von Abwasserkanalnetzen – ein praxisgerechter Ansatz zur modell-prädiktiven Regelung S. 187-204

„… infor-mation; the evaluation was done by continuous long-term simulation over one year. Further-more, the …” „… ., Ogurek, M., Jumar, U. (2008): Systematic Design of Distributed Controllers for Sewer Networks; IFAC World …” „… [12] Kroll, S. (2019): Design of Real-Time Control Strategies for Combined Sewer Networks, Katholieke …”

Titelei/Inhaltsverzeichnis

„… KommunikationPerformance Evaluation of a Campus Network emphasizing the ICT-OT-relation . . . . . . . . . 637 L …”

M. Freund, C. Barth, P. Juhlin, S. Lehnhoff, M. Winter, G. Fachinger Supporting Product Lifecycle Information Management and Distributed Engineering with an Integration Model S. 277-288

„… conlusion, the meta-model allows to represent a network of persisted n-ary associations pointing to entities …” „… can be incorporated into the domain model. Of course, the evaluation of constraints as well as the …” „… allow to navigate between different editors/domains based on an evaluation of the links inside the …”

S. Fluchs, E. Tastan, R. Drath, M. Mertens, J. Ritter, A. Horch, A. Fay Security-Entscheidungen „by Design“ in das Engineering prozesstechnischer Anlagen integrieren – Konzept der „Automation Security by Design Decisions“ S. 115-132

„… ]. Ausgangspunkt ist die Modellierung einer Anlage als Material Flow Network Graph. Dieser Graph wird dann …” „… Security Requirements Engineering into MBSE: Profile and Guidelines“, Security and Communication Networks …” „… industrial plants - Evaluation and optimisation of the engineering - Fundamentals and procedure [Engineering …”

M. Riedl, H. Zipper Selbstorganisation von Softwarekomponenten für produktive Aufgaben S. 319-328

„… the Arrowhead framework”, Journal of Network and Computer Applications, vol. 81, pp. 85–95, 2017. [11 …” „… scheduling problems: Models comparison and performance evaluation”, in 2018 IEEE 14th International …”

L.-T. Reiche, A. Fay, M. Runge, K.-H. Niemann Konzeption eines vereinheitlichenden Energieinformationsmodells zur Integration unterschiedlicher Energieprofile S. 371-386

„… . https://www.sercos.de/news-events/newsdetail/sercos-energy-spezifikation-des-energieprofils-fuer-sercos-iii-ver-fuegbar/ [Abruf: 2021-04-22] [8] ODVA, Inc.: The CIP networks library Volume 1: Common Industrial …” „… . Tekat, K. Dorofeev, M. Rickert, A. Knoll: OPC UA versus ROS, DDS, and MQTT: Performance Evaluation of …”

C. Neunzig, D. Möllensiep, S. Fahle, B. Kuhlenkötter, M. Möller, J. Schulz Approach to Data Pre-processing for Predictive Quality of Hydraulic Test Results in a Dynamic Manufacturing Environment S. 425-438

„… ]. Fig. 3: Evaluation matrix for the different subsets based on a set of candidate features cf. [8]. 4 …” „… Active Learning Ensemble Framework for Drifted Data Streams. IEEE transactions on neural networks and …”

doi.org/10.51202/9783181023990

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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Titelei/Inhaltsverzeichnis

„… REGELUNGS-TECHNIKSunIntelligent Industrial Wireless NetworkREIHE 08 | NR. 1278ISBN 978-3-18-527808-2E-ISBN 978-3-18-627808-1Cyan …” „… connected neural network, attention-based convolutional neural network, and generating precoder and power …” „… allocation neural network. Then, considering the resource- constrained and distributed features, a …”

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

„… spectral efficiency optimization.765.3 EvaluationAlgorithm 2 Coordinatorfor T̂ jk in Dj doif Sjk != waiting …” „… neuralnetwork (Att-CNN) from Chapter 4.3 has three parallel sub-networks which can be deployedinto distributed …” „… AcquisitionNetwork ManagementSQLiteEdge Node 1OSDocker EngineCoordinator Sub-modelsData AcquisitionCommunication …”

Spectral Efficiency Optimization S. 47-69

„… output regarding the hk atten-tion network, therein,h̃j = vTj Ak. (4.21)4.3.4 EvaluationThe same dataset …” „… EvaluationParameters of neural network are configured as: Epoch = 100, batch size = 100, and learningrate = 0.0001 …” „… ≤ Ith, [ICR/Ith − 1]+ = 0; otherwise, [ICR/Ith − 1]+ = ICR/Ith − 1.4.2.1 EvaluationThe channel model …”

Dependability Assessment S. 24-46

„… belonging cluster of thecurrent point.3.2.5 EvaluationFig. 3.7 shows the equipment to measure the dataset …” „… and yt:MSE =1NsNs∑t=1||x̂t − yt||2. (3.22)3.3.4 EvaluationWe tested the MTL model on the same dataset …” „… always set the same.3.4.3 EvaluationTo evaluate the superiority of the DEI model, a single model which …”

doi.org/10.51202/9783186278081

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VDI Wissensforum GmbH (ed.)

ELIV 2021

Series: VDI-Berichte

Volume 2384 2021

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S. Wonneberger, S. Balci Reliable Validation of Highly Automated Driving Functions by Increasing the Virtualization Level of High Performance Computing Platforms and Smart Sensors S. 17-28

„… vehicle network communication as a solution for this issue. Summary & Outlook Our evaluation has …” „… performance computing platforms. Introduction of IP-based networks renders the vehicle bus networks more and …” „… driving functions require both dimensions of a vehicle computing network – reliable deterministic …”

F. A. Schiegg, I. Llatser, H. Tchouankem, T. Frye, F. Wildschutte, F. Hofmann Removing Blind Spots – Infrastructure-assisted Collective Perception S. 29-44

„… serve as mobile sensor, transmitter and receiver units and form a multi-sensor network together with …” „… the infrastructure. This network generates data to determine the position and dimension of dynamic …” „… distancebased evaluation of packet reception ratios with respect to sender and receiver positions. As …”

K. Saad, A. Sligar, R. Kipp, J. Decker, D. Rey, S. M. Canta Ansys Real Time Physics Based Radar Simulation – An Enabler for Machine Learning in the Context of Autonomous Driving S. 83-94

„… training process. 3. “Neural Network Evaluation” is the last step of the tool chain, where the trained …” „… ) domain, and more precisely when dealing with supervised training of Neural Networks (NN), obtaining …” „… author demonstrates how a fully convolutional network can be used for object detection and 3D estimation …”

D. Mehlig, M. Muller, J. Treier, A. Loges Long distance e-mobility in the trade-off between battery capacity & charging power – Battery immersion cooling as enabler technology? S. 545-562

„… for this evaluation. Nevertheless, the charging network performance as a critical point for customers …” „… is considered in the evaluation. Determination of optimal combinations from customer perspective …” „… consumption of 4% per 100 kg additional weight [10] [11]. The charging network performance is estimated by …”

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

„… applications. They will be integrated into a network together with classical ECUs. Having more, and more …” „… complex applications, e. g. for ADAS or Autonomous Driving. High-Bandwidth network infrastructure (e …” „… Fig. 1: SOVD for a domain-oriented vehicle architecture The vehicle network is split into several …”

S. Koller, R. Uerlich, G. Witham, L. Eckstein Concept ELV² – Development of an Electric Drive Axle for Heavy Commercial Vehicles S. 653-0

„… • Two-staged evaluation (1st after synthesis, 2nd within genetic algorithm) • Evaluation weights may be chosen …” „… electric machines, new powertrain topologies emerge Solution →Holistic design approach →Evaluation on …” „… Synthesis → 2: Transmission Concept → 3: Efficiency Evaluation and Optimization→ 4: Thermal Evaluation → 5 …”

E. Metzker, M. Engelsberger Scalable Automotive Intrusion Detection Systems – From the ECU to the Vehicle Operation Centre S. 613-622

„… QSEv before propagating them to the VSOC for evaluation by security analysts. 2 Standardized …” „… mobile networks. Therefore, a reduction of the amount of data from Gigabits per second and vehicle …” „… depends on the availability of the mobile network connection. The IdsL is the counterpart to the IdsR and …”

F. Rundo Perceptive Advanced Car-driver Drowsiness Monitoring Neuro-Embedded System S. 317-330

„… neural network (FLFNN). Both in [12] as well as in [13] the HF / LF analysis is responsible for …” „… . In [14] a deep learning solution has been proposed which leads to an interesting evaluation of the …” „… classifier embedding VDI-Berichte Nr. 2384, 2021 321 a Deep Convolutional Neural Network designed to …”

B. Hellenthal, C. Grimm, J. Koch, A. Breckel, M. Tichy An Eco-System for the Development of Automotive Innovation Roadmaps S. 285-294

„… chain, from OEM even down to microelectronics, networks, and software that are the technological basis …” „… such automotive innovation roadmaps. Targeted topics are automotive sensors and networks in particular …” „… interactive, collaborative evaluation of possible innovations. 2 The GENIAL! Methodology and Toolchain …”

C. Cremers, P. Hubertus, R. Laszlo, M. Pfeifle, O. Muratov Augmented Reality Guidance based on 6D Positioning and HD Lanes S. 367-380

„… information. This fusion algorithm leverages neural networks that align the object and feature point …” „… such features is to utilize deep neural networks (DNNs); by utilizing techniques like knowledge …” „… requirements, vehicle velocity, and density of observed features. In our evaluation we chose a rate at 5FPS as …”

T. Fuchs, O. Manicke, M. Zinser, B. Baker Automotive digital twin: An approach for isolating and virtual validating of software updates in end-to-end architectures based on customer vehicles S. 223-236

„… layer, the functions and systems are mapped to a network-based architecture. The vehicle comprises …” „… several ECUs or HCPs with multiple SWCs. Each ECU has at minimum one communication network like CAN …” „… of nodes and edges E/E architectures are network-based and their dependencies (information and data …”

M. Bottigheimer, T. Lammle, C. Lammle, V. Schall, A. Wiebelt Wireless Charging for Electric Vehicles with its Boundary Conditions – A Contribution for Market Breakthrough S. 459-474

„… form the Impedance Matching Network (IMN), which are used to properly couple the resonators to the …” „… components jXGA and jXVA, the so-called Tunable Matching Network (TMN) [30]. Ground Assembly (GA …” „… Network (IMN), which are used to properly couple the resonators to the equivalent battery load and to the …”

G. Castignani, F. Chandelle, S. Jafarnejad, I. Scherer Evaluation of a driver’s compatibility with electric, plug-in hybrid, and hybrid vehicles based on mobility patterns analytics S. 489-500

„… Evaluation of a driver’s compatibility with electric, plug-in hybrid, and hybrid vehicles based …” „… for decades. Periodically submitted location data, transmitted via mobile networks, have been the …” „… the booming of smartphones and affordable mobile communication networks with ever-increasing …”

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

„… nature of battery behaviour Developed the digital twin framework and conducted performance evaluation …” „… management system based on Cyber Hierarchy and Interactional Network (CHAIN) to leverage the use of …” „… , parallel RC networks, represents the delay in voltage response. This paper uses Equivalent Circuit Model …”

Titelei/Inhaltsverzeichnis

„… Trajectory tracking using Neural Network for Autonomous Driving Systems …” „… Evaluation of a driver’s compatibility with electric, plug-in hybrid, and hybrid vehicles based on mobility …”

A. Matarage User Experience – The key to successfully combining electric mobility and connectivity S. 355-366

„… vehicles, complaining about too small electrical ranges, an immature charging network or even an …” „… , several OEMs require their customers to use and buy data volume from selected network providers. The …” „… . Additionally to this, an expert evaluation can take place, where we, P3 experts, evaluate the overall user …”

T. Fricke, F. Schuck, J. Vogelpoh, J. Ax, R. Stolpe, H. Amelunxen Collaborative Development of a Test Environment for Automated Driving S. 5-16

„… sensor data into the control system, the AD-HPC. Communication over buses and networks must also be …” „… activities were intelligently distributed across the network of collaborators, while the OEM of course …” „… processes were bridged by the provision of intermediary hard- or software (e.g., evaluation licenses) to …”

doi.org/10.51202/9783181023846

Bastian Wandt - Human Pose Estimation from Monocular Images

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Bastian Wandt

Human Pose Estimation from Monocular Images

Series: Informatik/ Kommunikation

Volume 869 2020

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Single Image Reconstruction Using Adversarial Training S. 80-96

„… 5 S INGLE IMAGE RECONSTRUCTION US ING ADVERSAR IAL TRAIN ING Figure 5.1: The proposed network …” „… without 2D to 3D point correspondences. The critic networks enforces a plausible 3D pose while a …” „… neural network that infers 3D joint coordinates directly from 2D observations. In contrast to Chapter 4 …”

Titelei/Inhaltsverzeichnis

„… reconstructing a human pose from a single image. A human body model is learned by training a deep neural network …” „… . . . . . . . . . . 19 2.2.2 Direct Inference using Neural Networks . . . . . . 19 2.3 Time Consistent Human Motion …” „… . . . . . . . . . . . . . . . . . . . . . . 83 5.4 Critic Network . . . . . . . . . . . . . . . . . . . . . . . . 84 5.5 Camera …”

Introduction S. 1-16

„… available, including the well known and most used Stacked Hourglass Networks [58] and the real-time detector …” „… introduction Network (GAN) [21] to learn a nonlinear subspace of human poses is proposed. 1.3 contributions The …” „… . Since human motions are highly nonlinear a Generative Adversarial Network is used to learn a space of …”

Fundamentals S. 22-39

„… . Additionally, linear subspaces (e. g. obtained by a PCA) and nonlinear (e. g. learned by neural networks) of …” „… reconstructions are discussed in Section 3.4. The datasets used for training and evaluation are described in …” „… . 3.2.3.2 Discriminator Networks as Subspace Constraint Figure 3.6: Structure of a GAN. The training process …”

Bibliography S. 101-116

„… Chintala, and Léon Bottou. “Wasserstein Generative Adversarial Networks.” In: International Conference on …” „… training of neural networks.” In: Journal of Machine Learning Research 17.1 (2016), pp. 2096–2030. [21] Ian …” „… images with deep convolutional neural network.” English. In: Asian Conference on Computer Vision (ACCV …”

doi.org/10.51202/9783186869104

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