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VDI Wissensforum GmbH - LAND.TECHNIK 2022

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VDI Wissensforum GmbH (ed.)

LAND.TECHNIK 2022

Series: VDI-Berichte

Volume 2395 2022

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T. Herlitzius, B. Striller, N. Staemmler, T. Pohl FMIS evaluation and user experience within “Landnetz” S. 501-510

„… automation in the best possible way. Production processes are increasingly linked to digital data, which is …” „… time, these "island solutions" only enabled departments to process and manage data and information …” „… data management is not realistic. It is mainly due to the complexity of farms and production processes …”

C. von Holst, O. Klaar A Study on Improving Cross-Company Co-Operation by Systems Engineering Implementation and Application S. 185-192

„… consideration of cross-domain cooperation by delivering methods, tools, and processes to optimize the product …” „… each other Process correlation according to o Timepoints and content for information exchange o …” „… artifacts to streamline the collaboration processes The result of this project is an excellent …”

S. Rottgermann, S. Haverkamp Fundamental Concept for Highly Automated Implements with Distinct Regard To Process Automation S. 359-364

„… Handling For making a decision in the optimization process, information and data handling are two …” „… Fundamental Concept for Highly Automated Implements with Distinct Regard To Process Automation …” „… machines and related processes has been recognized. This is due on the one hand to an increasing number …”

J. Doerr, R. Kalmar, B. Rauch, S. Stiene Data Spaces in Agriculture – Status Quo and Perspectives S. 511-520

„… building use cases and services based on such data and agricultural processes. Major challenges in such a …” „… processes that work across system boundaries. Data spaces are not only able to support the interconnection …” „… , software, and processes work together. As of today, the whole agricultural data space provides only little …”

J. S. Stansell, J. D. Luck, T. G. Smith, H. Yu, D. R. Rudnick, B. T. Krienke N-Time: An Automated Decision Support System for Sensor-Based Fertigation Management S. 259-264

„… frequency computational processes. Accept inputs and provide outputs in commercially standard data formats …” „… analytics and recommendations algorithm. Data in N-Time database tables consisted of: records for each …” „… . weekly) monitoring and recommendation cycle for which data analysis, recommendation determination, and …”

S. Becker, B. Kazenwadel, M. Geimer Automation and Optimization of Working Speed and Depth in Agricultural Soil Tillage with a Model Predictive Control based on Machine Learning S. 55-64

„… agricultural processes. [4] Li et al. draft force model based on ASAE D497 and measured real-time data to …” „… previously collected training data. Using different methods, for example transfer learning, the network can …” „… process optimization and automation in agricultural tasks increases due to environmental challenges and …”

A. Hecker, B. Striller, N. Franchi Private mobile ad hoc communications and the application in LANDNETZ S. 251-258

„… requirements in terms of data rates, latency, and temporal/spatial availability. In this paper, we explain the …” „… networks, followed by the description of the continuous process flow for a UAV-based real-time nitrogen …” „… agriculture, i.e. for optimizing agricultural processes and products, is the interconnection of different …”

F. Kraatz Farming 4.0 ready telematics unit for basic, non-intelligent agricultural machines S. 413-418

„… relieve the farmer and enable new functions. At the same time, the recorded data is used for automated …” „… documentation and better mapping as well as for coordination of agricultural processes. Implementing this trend …” „… data landscape for Farming 4.0. Introduction A relevant component for Farming 4.0 is the telematics …”

M. Holovač, J. Krzywinski Aspects of sustainability improvement in the design of future agricultural systems S. 203-218

„… process. Complex products such as agricultural machines and systems, determine the broad scope of areas …” „… implementation of new technologies can create a shift in machine process design and architecture. This shift is …” „… supported by the implementation of smart systems collecting and analysing data, which when transferred to …”

C. Scholz, B. Pamornnak, S. Becker, A. Ruckelshausen Practice of autonomous field robotics compared to a tractor-implement-combination for the example of mechanical weed control S. 111-116

„… that avoidably simple processes (generation of GPS data) can lead to considerable problems when …” „… are driving on the recorded track from the seeding process. In the “Agro-Nordwest” experimental field …” „… approaches as long-term autonomy, the quality of processes, legal and economic aspects (such as functional …”

S. Schwich, J. Schattenberg, L. Frerichs, M. Gallmeier Adaptive control of a self-propelled sugar beet harvester S. 447-456

„… , process models and control algorithm M. Sc. Steffen Schwich, Dr.-Ing. Jan Schattenberg, Prof. Dr …” „… interactions to machine learning-based process models and the combination of the findings into a control …” „… several process steps (topping, scalping, lifting, cleaning and loading) in one pass. Every process step …”

S. Lorenz Machine operation task analysis – A deeper look into the shift of task profiles within operating agricultural cyber-physical production systems S. 473-484

„… highly automated agricultural systems. Changes in machine technology, operation processes and task …” „… , cloud-based routing software, process simulation and AI-based adaptive control algorithms (Liakos et al …” „… ., 2018). With this high level of automation, the system is capable of sensing, analyzing data …”

E. Eder, P. Riegler-Nurscher, J. Prankl Estimation of grassland yield from satellite data with ANN based transfer learning S. 293-300

„… Estimation of grassland yield from satellite data with ANN based transfer learning B.Sc. Elias …” „… the biggest challenges with satellite data processing in the VIS and NIR range are atmospheric …” „… disturbances, like clouds. State-of-the-art methods usually use traditional approaches to interpolate data and …”

L. Petrich, V. Schmidt, A. Stoll Tractor-mounted implement with section control and small-scale robot: Monte Carlo-based scenario analysis for effective weed control in extensive grassland S. 285-292

„… Poisson point processes used for the simulated ground truth datasets CAL, HOM, CEN and SIN. In addition …” „… a solution. Recently, we proposed such a weed control process for the example of the poisonous plant …” „… Colchicum autumnale. Based on image data acquired on the site and their analysis, application maps can be …”

J. Guo, L. Frerichs, F. Shen, S. Munstermann Analysis of abrasive wear of tillage tools on both macro- and microscopic level S. 309-316

„… geometry and material of soil tillage tools are constantly optimized. To make this process more …” „… . Methodical approach The research process is divided into three phases: measurement on tillage tines and DEM …” „… profiles by applications with different process parameters and under different soil conditions. Test bench …”

K. Palm, J. Guo, L. Frerichs, A. Eitzlmayr, F. Maier, P. Seil Calibration of soil models within the Discrete Element Method (DEM) S. 45-54

„… process is set up for the DEM soil model. It is still under development, but already shows good …” „… processes. For simulation, soil can be divided into three categories, namely cohesionless, cohesive and …” „… phenomena preferably similar to the desired application case The tests should yield sufficient data for …”

G. Fiocchi Hybrid and full-electric solution for Telescopic Handler S. 147-152

„… electrification process and how it will generate two proposals based on P3 and P4 concept with the opportunity …” „… related performances, advantages and also TCO impacts. Electrification process The ePower Systems …” „… process implies five macro-phases along the electrification process conceived to minimize designing and …”

M. Abdipourchenarestansofla, C. Schroth The importance of data quality assessment for machinery data in the field of agriculture S. 495-500

„… must be provided in a machine-readable format (e.g., JSON) to process the data in an automated fashion …” „… The importance of data quality assessment for machinery data in the field of agriculture …” „… farming 4.0, more and more smart sensors are being used and telematics brought lots of machinery data …”

F. Keppler, N. Dunkelberg, S. Wagner, K. Janschek Efficient Multi-Robot Path Planning for Autonomous Weed Control on Complex Field Configurations S. 79-86

„… removal along crop rows of complexshaped fields using electric field robots is proposed. The input data of …” „… successfully validated with sample data and prospectively tested in practice within the Fraunhofer lighthouse …” „… transformative process towards more sustainable and efficient agriculture. A key factor for increasing …”

B. Adams Validation Principles of Agricultural Machine Multibody Dynamics Models S. 219-226

„… datasets. Furthermore, to summarize simulation model performance against physical data, applied under a …” „… datasets. These tests can only be applied however if the data measurements are normally distributed. As …” „… error quantification processes. At a high-level, the main methodology concepts for the experimental …”

M. Rothmund, J. Witte, N. Wolniak, T. Nothdurft AEF Wireless In-Field Communication – Common Coverage Map as a first application for interoperable cooperative field work S. 397-404

„… machines from different brands to exchange coverage data directly, continuously, and in real time. This …” „… data integrity. Challenges were found and addressed to enable continuous data exchange and to ensure …” „… also outline how task controller data was handled in detail as well as how communication based on …”

C. Krause, N. Iqbal, J. Hertzberg, M. Hollmann, J. Martinez, D. Nieberg, A. Ruckelshausen, S. Stiene, S. Rottgermann, M. Muter, A. Berghaus, J. Herbers, S. Menke Concept of a Test Environment for the Automated Evaluation of Algorithms for Robust and Reliable Environment Perception S. 177-184

„… data [4]. These algorithms are benchmarked with public datasets like [5] and [6]. These datasets …” „… Bernard Krone GmbH, Spelle Abstract In agriculture processes harsh and uncertain surroundings …” „… machine-learning pipeline was added. To automatically find ground truth and label the sensor data with as little …”

V. Zippel, A. Olliver, S. Stesny, H. J. Nissen, F. Ahlers AEF – Agricultural Interoperability Network S. 419-422

„… to actively establish a data eco-system by developing an interoperability network for data platforms …” „… almost everybody is in the need to handle data. Either creating it by themselves or using data from …” „… retailers. Not only is agricultural equipment one of the major generators of this data but these machines …”

Y. Ehlert A Modular Approach for a Dialog Based Assistance System to Adjust and Optimize Machines and Machine Combinations for Different Agricultural Applications S. 273-278

„… operators struggle to recall which settings need to be adjusted for different work processes with different …” „… , which does not only take into account technical instructions, but also process and agronomical …” „… through all relevant settings and combines technical instructions with process and agronomical knowledge …”

J. P. Fulton, R. Colley III, S. A. Shearer, E. M. Hawkins Generating High-Definition As-Applied Maps for Pneumatic Fertilizer Application Equipment S. 265-272

„… application process. Additional data inputs of Global Navigation Satellite System (GNSS) receiver coordinates …” „… that allow for data collection at a fine scale VDI-Berichte Nr. 2395, 2022 265 [7]. Usage of smart …” „… devices, farm management software, and analysis tools for agricultural data have enabled the …”

Titelei/Inhaltsverzeichnis

„… ); detailed bibliographic data is available via Internet at www.dnb.de. f Electrical Agricultural Machines …” „… and Process Optimisation Synchronising machine adjustments of combine harvesters for higher fleet …” „… grassland yield from satellite data with ANN based transfer learning � � � � � � � 293 E. Eder, P …”

F. Martin, G. Lohrmann, A. Stoll Selective weed control in grassland using high-pressure water jets S. 105-110

„… 89 % on a test dataset. An application map was created from these images in an automated process in …” „… . Process of development This article discusses the development process of a non-chemical crop protection …” „… concept. Based on previously analyzed image data, a device can treat individual weeds by applying a …”

A. Paturle, F. Pinet, A. Duparque, D. Martin, V. Tomis, O. Scheurer, C. Ugarte, M. Lefebvre A tyre integrated sensor to monitor real time soil physical properties S. 327-334

„… and properties are involved in the process of compaction at wheeling; they depend on soil structure …” „… potential correlations between tyre sensor data and soil data, as well as their robustness and precision …” „… , and Limagrain. Materials and methods Tyre data The tyre deformation in soft soils has been …”

M. Abdipourchenarestansofla, H. P. Piepho Yield observation outlier detection with unsupervised machine learning in harvest machines S. 343-348

„… . 2395, 2022346 yield harvest monitoring dataset is then taken into the cleaning process. The results …” „… processing operations to be applied on the data. The first data cleaning operation is done by setting …” „… outliers. The developed method is tested on real yield monitoring data from winter wheat and wintery …”

A. Leenknegt, T. Mahieu, G. Nerinckx, B. Lenaerts, B. Missotten Automatic residue spreading control based on radar sensing technology on a combine harvester S. 87-96

„… , the residue spreading process on combine harvesters brings several major technical challenges. In the …” „… that comes with residue spreading process is preventing classical vision or other optical alternatives …” „… , however is posing some challenges to interpret the data. Table 1: Comparison of four major …”

A. Schroder, P. Pickel, P. Emberger, J. Spiegel, E. Remmele The Multifuel Tractor – A Flexible Fuel Option to Reduce Fossil Fuel Consumption S. 441-446

„… parameters via the CAN bus and processes them. The results from field tests for pure diesel and pure …” „… terms of their functionality and to collect reference data for a later use on the tractor. A QLT Sensor …” „… following figure (figure 3): VDI-Berichte Nr. 2395, 2022 443 Fig. 3: Field test data of the VLO-M1 …”

D. Neitemeier, S. Spiekermann, D. Irmer, J. Baumgarten, A. Wilken Automatic adjustment of auger headers with variable table length to improve a continuous crop flow and reduce pickup grain losses of a combine harvester S. 235-242

„… efficient harvest process. The header is one of the most influential components to create a homogeneous …” „… perspective, the focus was on the complex process-related interrelationships, laser-supported environment …” „… measurement data transmission enabled analyzes. Software adjustments could be tested directly in the field …”

M. Mattetti, M. Varani, G. Molari, S. Fiorati Feasibility study of an idling-stop device on agricultural tractors S. 529-534

„… , to record the current flow towards the battery (? ). Data were sampled every 1700 Hz. The NI 9861 …” „… data were analyzed in the same manner reported in other studies of the Authors [4, 5, 6] to discern …” „… restarts counted in the recorded data. Results In Table 1, the average values of the metrics calculated …”

F. de Moraes Boos, S. Pfaffmann, V. Kegel GridCON Swarm – Development of a Grid Connected Fully Autonomous Agricultural Production System S. 17-22

„… a significant role in this process. Limited time windows for realization of tasks, such as …” „… feedback data from the machines (Fig. 3). As a tool for visualization of the synchronization state of the …” „… Environment based User-Interface: Feedback and Reference Tractor model. (b) Live data and Camera footage …”

D. Smart, V. Brill AEF – High Speed ISOBUS – Technology Readiness for a Next Generation Network S. 551-558

„… ), both control and data logging of each row on a planter, or nozzles on a sprayer, will be possible …” „… ISOBUS can update the presentation for a single row. In-Cab viewing of the process, using cameras, has …” „… control or data logging of the GPS position of every seed! Whether we need that level of accuracy or not …”

R. R. Shamshiri, C. Weltzien, T. Schutte Multi-Sensor Data Fusion with Fuzzy Knowledge-based Controller for Collision Avoidance of a Mobile Robot S. 349-358

„… Multi-Sensor Data Fusion with Fuzzy Knowledge-based Controller for Collision Avoidance of a Mobile …” „… driving the robot in a real berry field and collecting sensor and steering data. Results from experiments …” „… by incorporating data from real world experiments such as 3D point clouds, high accuracy RTK GPS …”

C. Schoerghuber, M. Ortner, M. Resel, R. Schantl, S. Puster Analysis of the tractor behavior on a powertrain test bed for tractor-specific maneuvers S. 521-528

„… external model inputs. The model is validated with measurement data from appropriate test track maneuvers …” „… Development Process and Utilize the In-Use Phase …” „… ?. https://www.avl.com/-/how-toaccelerate-the-vehicle-development-process-and-better-utilise-the-in-use-phase-. VDI-Berichte Nr. 2395, 2022528 …”

C. Birkmann, J. Wieckhorst, J. Pieper, C. Ehlert, R. Stirnimann, M. Stettler The Integration of a Scientific Soil Compaction Risk Indicator (TERRANIMO) into a Holistic Tractor and Implement Optimization System (CEMOS) S. 29-36

„… destructive subsoil compaction is not perceptible removed by natural processes and that nutrient leaching and …” „… several data bases depending on automatic selection criteria or manual user selection. In a next step the …” „… combination, the potential soil compaction risk can be calculated. There is no additional user input or data …”

F. Pult, A. Stein, M. Geimer Challenges in the Use of Alternative Fuels: Solutions to handle Boil-Off Gas in Agricultural Machines S. 431-440

„… – https://www.claas.de/blueprint/servlet/blob/2560832/59a08caa5f63934b047b212c5cb4 75dd/443589-23-dataRaw.pdf, Zugriff am 29.11.2021. [15 …” „… Bio-LNG can reduce emissions by up to 77 % [3]. The process chain from production of Bio-LNG to …” „… -160 °C and an input power of 3.3 kW. At the beginning of the cooling process a cooling curve is …”

A. Christ, O. Schmittmann, P. Schulze Lammers Dual use sensor array for crop management in arable farming by CIELab color space – detection of N supply and plant discrimination S. 97-104

„… . The combination of several operation VDI-Berichte Nr. 2395, 2022 97 processes in one sensor unit …” „… implemented field sprayer for the application of herbicides and liquid fertilizer in an online process. We …” „… database of reflection properties (L, a, b, IR) is build up in greenhouse (weed detection) and in field …”

A. Opgenoorth, K. Schmitz Development of hydraulic drive systems in the context of electrified work machines S. 133-146

„… bidirectional power flow. A combustion process is generally not reversible, but in the case of the electric …” „… . https://www.bucherhydraulics.com/datacat/files/Katalog/Fachartikel/Dezentraler%20Lin earantrieb%20HELAX/Fachartikel_dezentraler%20Linearantrieb%20HELAX_100de.pdf. Accessed …”

doi.org/10.51202/9783181023952

Marcel König - Partitioned Solution Strategies for Strongly-Coupled Fluid-Structure Interaction Problems in Maritime Applications

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Marcel König

Partitioned Solution Strategies for Strongly-Coupled Fluid-Structure Interaction Problems in Maritime Applications

Series: Mechanik/Bruchmechanik

Volume 351 2018

Results in this title

Software Library comana S. 98-157

„… sketched in Figure 5.1. The master process steers the solution process, and it serves to organize the data …” „… those solvers. Following the second data transfer, the master process informs the solver about the …” „… process. In Algorithm 14, the first function called by the solver initializes the driver’s global data …”

Introduction S. 1-4

„… hydrodynamic forces acting on the ship hull and keeps the bow in position. Obviously, this process is …” „… important means to analyze all kinds of physical processes. Due to the ever rising availability of …” „… simulations have developed a great potential to accelerate the product development process by reducing the …”

Titelei/Inhaltsverzeichnis

„… Nationalbibliographie (German National Bibliography); detailed bibliographic data is available via Internet at …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98 5.2 Generic Data Structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105 5.2.1 …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111 5.3 Communication Data Structures . . . . . . . . . . . . . . . . . . . . . . . . 114 5.4 Mesh …”

Conclusions and Outlook S. 241-251

„… increment. This can be expected to stabilize and accelerate the coupled solution process. Regarding the …” „… ensure the stability of the solution process and to reduce the required number of implicit iterations …” „… the safety of the service personnel during disembarkation or to provide useful data for the …”

Bibliography S. 252-266

„… . [78] K. Iguchi. “Convergence property of Aitken’s Δ2-process and the applicable acceleration process …” „… matrix iterative processes”. In: Journal of the Institute of Mathematics and its Applications 8 (1971 …” „… function for irregularly-spaced data”. In: Proceedings of the 23rd ACM National Conference. Las Vegas, NV …”

Coupled Problems S. 42-97

„… , for instance, serve to stabilize the solution process and may reduce the number of implicit iterations …” „… process and accelerate convergence, the use of an appropriate convergence acceleration scheme is …” „… data structures is not required for mesh-independent interpolation schemes such as nearest neighbor …”

Advanced Applications S. 218-240

„… partitioned solution approach, this coupled process will be analyzed numerically in the following. It is …” „… berthing operation can still be carried out safely – and to generate a valuable data basis for the …” „… expensive RANS calculation, and the experimental data. 229 7 Advanced Applications Table 7.2: Comparison of …”

Benchmark Problems S. 158-217

„… solution process. In order to compare the convergence acceleration schemes with each other, the average …” „… cavity flow. for the overall computational effort associated to the solution process. In addition to the …” „… = 0.25 and γ = 0.5. In the coupled solution process, we apply an absolute convergence criterion ‖rkj+1‖2 …”

doi.org/10.51202/9783186351180

Sebastian Recker - Systematic and Optimization-Based Synthesis and Design of Chemical Processes

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Sebastian Recker

Systematic and Optimization-Based Synthesis and Design of Chemical Processes

Series: Verfahrenstechnik

Volume 951 2017

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Systematic variant generation for catalytic processes S. 55-62

„… existing experimental and literature data. 61 3 Systematic variant generation for catalytic processes 3.6 …” „… 3 Systematic variant generation for catalytic processes In industrial practice heuristics play an …” „… important role for conceptual process design. Wellknown heuristic rules for the design of general chemical …”

Systematic design of a butadiene telomerization process S. 63-94

„… and literature data. In the case of butadiene telomerization, all of the process components are …” „… UNIFAC with parameters taken from the ASPEN R© APV73 database. For the Pd/IMes process, the membrane …” „… 4 Systematic design of a butadiene telomerization process Most chemical products can be obtained …”

Bibliography S. 99-114

„… process systems, Korean Journal of Chemical Engineering 16(4), 407–426. Guthrie, K. (1969): Data and …” „… , D. F. (1971): Computer-aided synthesis of chemical process designs. From reaction path data to the …” „… ., Woodley, J. M. and Gani, R. (2015): Sustainable process synthesis–intensification, Computers & Chemical …”

Conclusions and final thoughts S. 95-98

„… 5 Conclusions and final thoughts In industrial practice, conceptual process design is typically …” „… methods for the optimization-based process design by means of superstructure optimization. Marquardt et al …” „… . (2008) proposed a framework for an optimization-based design of hybrid separation processes, which …”

Titelei/Inhaltsverzeichnis

„… 3 Systematic and Optimization-Based Synthesis and Design of Chemical Processes Berichte aus der …” „… Chemical Processes Systematischer und optimierungsbasierter Entwurf chemischer Prozesse Von der Fakultät …” „… Optimization-Based Synthesis and Design of Chemical Processes Dipl .-Ing. Sebastian Recker, Düsseldorf …”

Introduction S. 1-10

„… approaches to conceptual process design deal only with one of these specific subproblems. A recent database …” „… 1 Introduction 1.1 Conceptual design of chemical processes Depleting natural resources, increasing …” „… efficient processes. The conceptual design paves the way for the efficiency of a process and is therefore …”

A unifying framework for conceptual process design S. 11-54

„… 2 A unifying framework for conceptual process design The current interest in the development of …” „… more efficient processes has drawn attention towards the optimization-based design of …” „… reaction-separation processes. The limitations of available design methods can be overcome by an adequate combination …”

doi.org/10.51202/9783186951038

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VDI Wissensforum GmbH (ed.)

Automation 2017

Series: VDI-Berichte

Volume 2293 2017

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C. Legat, B. Lüdicke, D. Renaud Improving Assistance Systems in Final Assembly through Integrating Data Analytics and Data Fusion S. 3-4

„… process in composite material assembly is presented in Section 4. Benefits of data-driven business models …” „… , data analytics and data fusion, provide synergies for unleashing unexploited potential of data-based …” „… data-driven solution for non-conformance identification and rework assistance for improving the drilling …”

J. Hähniche, M. Kessler Neuer Standard für Ethernet im Feld der Prozessanlage: IEEE 802.3-10SPE S. 49-50

„… Ethernet in the field of Process Automation plants: IEEE 802.3-10SPE Dr.-Ing. Jörg Hähniche …” „… , Endress+Hauser Process Solutions AG, Reinach/Schweiz; Michael Kessler, Pepperl+Fuchs GmbH, Mannheim/Deutschland …” „… . Spätestens seit Industrie 4.0, Industrial Internet of Things (IIOT) oder Anwendungen von Big Data wird die …”

Titelei/Inhaltsverzeichnis

„… networks ProcessesMit uSB-StickVDI-BERICHTEHerausgeber: VDI Wissensforum GmbHVDI-Berichte 229318 …” „… . Leitkongress der Mess- und Automatisierungstechnik AuToMATIon 2017Technology networks Processes …” „… in the Deutsche National-bibliographie (German National Bibliography); detailed bibliographic data …”

J. Rahm, M. Graube, L. Urbas Integriertes Engineering mithilfe von Roundtrip-Konzepten in der Prozessindustrie – Datenkonsistenz von der Projektierung bis zur Demontage S. 145-146

„… . Abstract During the planning phases of a chemical plant, a great number of domain-specific data models are …” „… created, all of which influence one another. Marking these models consistent with each other in process …” „… approach to reach data consistency over the whole plant life cycle automatically, with a prospect of …”

A. Stutz, M. Maurmaier, O. Thurau, A. Fink, M. Blumenstein, M. Unser Device as a Module – Ergebnisse einer Gebrauchstauglichkeitsstudie zur funktionalen Beschreibung intelligenter Feldgeräte auf Basis der Arbeiten am Module Type Package S. 67-68

„… and VDI/VDE GMA, are working on a specification for a new Engineering Data Exchange Format, focusing …” „… on the integration of modules into a top-level process control system. This format, called Module …” „… data, the functionality and visualization of a module will also be described. This content could also …”

T. Baudisch, V. Brandstetter, J. C. Wehrstedt, M. Weiß, T. Meyer Ein zentrales, multiperspektivisches Datenmodell für die automatische Generierung von Simulationsmodellen für die Virtuelle Inbetriebnahme S. 135-136

„… Simulationsmodellen für die Virtuelle Inbetriebnahme A central multiperspective data model for the automatic …” „… Simulationswerk-zeugs Process Simulate illustriert. In einem Ausblick wird untersucht, welche Schritte notwendig sind …”

B. Ashtari, W. Schlögl, M. Weyrich Talkhestani, Synchronisierung von digitalen Modellen mit realen Fertigungszellen auf Basis einer Ankerpunktmethode am Beispiel der Automobilindustrie S. 29-30

„… detection of design or process sequence flaws of the system in virtual commissioning. However, a …” „… . This article discusses the cross-domain mechatronic data structure of the virtual manu-facturing cells …”

T. Stein, J. Kiesbauer, J. Fuchs, U. Konigorski Bluetooth als Übertragungsprotokoll für Prozessregelungen S. 51-52

„… operation of Bluetooth as transmission protocol in the field of process control with decentral controllers …” „… controller in combination with Bluetooth for measurement data transfer will be shown with an example of flow …”

doi.org/10.51202/9783181022931

Jan Voges - Compression of DNA Sequencing Data

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Jan Voges

Compression of DNA Sequencing Data

Series: Informatik/ Kommunikation

Volume 878 2022

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Standards and Implementations S. 112-128

„… process.The normative input of the decoding process is a concatenation of datastructures called data units …” „… data. The two top-level datastructures are the dataset group and the dataset. Also, part 1 specifiesthe …” „… sequencing data, as well as the associated de-coding process. It encompasses the representation of (unaligned …”

Compression of Aligned Reads S. 45-60

„… the physics of the data generation process isused to construct an efficient physical model (see …” „… process specifies the buildingof the local sliding consensus reference from the data which is main-tained …” „… , probability models can always only bean approximation to the underlying physics of the data.Given a …”

Preliminaries S. 12-44

„… compression process, input data X is transformed into acompressed data representation Xc that is more compact …” „… datais five times smaller than the uncompressed data.The input data can be of any type. It could for …” „… given time.2.4.3.1 Physical ModelsKnowledge about the physics of the data generation process can be …”

Entropy Coding of DNA Sequencing Data S. 91-111

„… simply be regarded asspecially modeled data.In this chapter, we investigate entropy coding methods in the …” „… possible.5.3.2 Test DataTo evaluate the performance of GABAC, we modified the CRAM andDeeZ frameworks to …” „… andDeeZ, we selected initial data from the MPEG-G Genomic InformationDatabase [ISO20]. Specifically, we …”

Conclusions S. 129-132

„… to the original data.Consequently, the pair of achieved rate per quality score and F1 scoredifference …” „… hardware-based optimized entropy coding of DNA sequencing data.Further research in the area of entropy coding of …” „… democratization of DNA sequencing data,and help to realize its as yet undiscovered potential.1 The respective URLs …”

Compression of Quality Scores S. 61-90

„… two-stage process of model-ing and coding eliminates redundancy in the input data. However, theinput data …” „… amount of loss that can be accepted after reconstruction of the data,and the compression that can be …” „… model, infers the likelihooddistribution of the genotype for each locus from the observable data,i.e …”

Introduction S. 1-11

„… the use of high-performance compression techniquesspecifically designed for HTS data.Viewed from …” „… DNA Sequencing DataThe first step of typical state-of-the-art DNA sequencing data compressorssuch as …” „… DNA sequencing data.Over the last years, besides growing activities in the vibrant bioinfor-matics …”

Bibliography S. 133-152

„… .” In: 2016 DataCompression Conference (DCC). 2016, pp. 261–270. doi: 10.1109/DCC.2016.49.[Her+19] M …” „… . 425–433. doi: 10.1093/bioinformatics/btx607.[PK15] R. Patro and C. Kingsford. “Data-dependent bucketing …” „… sequencing data.”In: Bioinformatics 34.16 (2018), pp. 2748–2756. doi: 10.1093/bioinformatics/bty205.[SR15] S …”

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