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The integration of frequently changing, volatile product data from different manufacturers into a single catalog is a significant challenge for small and medium-sized e-commerce companies. They rely on timely integrating product data to present them aggregated in an online shop without knowing format specifications, concept understanding of manufacturers, and data quality. Furthermore, format, concepts, and data quality may change at any time. Consequently, integrating product catalogs into a single standardized catalog is often a laborious manual task. Current strategies to streamline or automate catalog integration use techniques based on machine learning, word vectorization, or semantic similarity. However, most approaches struggle with low-quality or real-world data. We propose Attribute Label Ranking (ALR) as a recommendation engine to simplify the integration process of previously unknown, proprietary tabular format into a standardized catalog for practitioners. We evaluate ALR by focusing on the impact of different neural network architectures, language features, and semantic similarity. Additionally, we consider metrics for industrial application and present the impact of ALR in production and its limitations.
[Paper of the X International Symposium on Lightning Protection 9th - 13th November, 2009 - Curitiba, Brazil. 6 pages] The international standard IEC 62305-3, published in 2006, requires as an integral part of the lightning protection system (LPS) the consideration of a separation distance between the conductors of the LPS and metal and electrical installations inside the structure to be protected. IEC 62305-3 gives two different methods for this calculation: a standard, simplified approach and a more detailed approach, which differ especially regarding the treatment of the current sharing effect on the LPS conductors. Hence, different results for the separation distance are possible, leading to some discrepancies in the use of the standard. The standard approach defined in the main part (Clause 6.3) and in Annex C of the standard in some cases may lead to a severe oversizing of the required separation distance. The detailed approach described in Annex E naturally gives more correct results. However, a calculation of the current sharing amongst all parts of the air-termination and downconductor network is necessary, in many cases requiring the use of network analysis programs. In this paper simplified methods for the assessment of the current sharing are presented, which are easy to use as well as sufficiently adequate.
Proceedings of the International Conference on Material Theory and Nonlinear Dynamics. MatDyn. Hanoi, Vietnam, Sept. 24-26, 2007, 8 p. In this paper, a method is introduced to determine the limit load of general shells using the finite element method. The method is based on an upper bound limit and shakedown analysis with elastic-perfectly plastic material model. A non-linear constrained optimisation problem is solved by using Newton’s method in conjunction with a penalty method and the Lagrangean dual method. Numerical investigation of a pipe bend subjected to bending moments proves the effectiveness of the algorithm.
Numerical models have become an essential part of snow avalanche engineering. Recent
advances in understanding the rheology of flowing snow and the mechanics of entrainment and
deposition have made numerical models more reliable. Coupled with field observations and historical
records, they are especially helpful in understanding avalanche flow in complex terrain. However, the
application of numerical models poses several new challenges to avalanche engineers. A detailed
understanding of the avalanche phenomena is required to specify initial conditions (release zone
dimensions and snowcover entrainment rates) as well as the friction parameters, which are no longer
based on empirical back-calculations, rather terrain roughness, vegetation and snow properties. In this
paper we discuss these problems by presenting the computer model RAMMS, which was specially
designed by the SLF as a practical tool for avalanche engineers. RAMMS solves the depth-averaged
equations governing avalanche flow with first and second-order numerical solution schemes. A
tremendous effort has been invested in the implementation of advanced input and output features.
Simulation results are therefore clearly and easily visualized to simplify their interpretation. More
importantly, RAMMS has been applied to a series of well-documented avalanches to gauge model
performance. In this paper we present the governing differential equations, highlight some of the input
and output features of RAMMS and then discuss the simulation of the Gatschiefer avalanche that
occurred in April 2008, near Klosters/Monbiel, Switzerland.
Within the framework of the project a genderand diversity-oriented teaching evaluation and modern, media-supported blended learning approaches were used in order to achieve the intended goals. First research results of the literature and status quo analysis were already implemented and tested in newly designed teaching approaches, for example in a multidisciplinary introductory lecture of civil engineering at RWTH Aachen University.
Ein von der Arbeitsgemeinschaft (AG) Solar NRW und diversen Industriepartnern gefördertes und an der Fachhochschule Aachen, Abt. Jülich durchgeführtes Forschungsprojekt „Blitzschutz für netz-autarke Hybridanlagen“ machte es möglich, sich mit dem Blitzschutz speziell solcher Anlagen näher zu beschäftigen. Vermehrt bekannt gewordene Schadensfälle an nicht netz-gekoppelten Hybridanlagen waren der Auslöser, den Schutz zu überdenken. Definiertes Ziel war es, für netz-autarke energietechnische Anlagen ein Konzept zum Schutz vor Blitzeinwirkungen zu erstellen. Diese Anlagen bestehen üblicherweise aus einer oder mehreren Photovoltaikanlagen, ggf. auch Solarthermieanlagen und einem oder mehreren kleineren Windgeneratoren (sie werden deshalb auch als Hybridanlagen bezeichnet). Zur Erhöhung der Versorgungssicherheit kann noch ein Dieselaggregat dazukommen. Hybridanlagen werden vor allem in Gebieten mit sehr schlechter öffentlicher Energieversorgung eingesetzt, d.h. insbesondere in relativ dünn bewohnten Gebieten und in Entwicklungsländern. Dem Blitzschutz von Hybridanlagen kommt dabei eine steigende Bedeutung zu. Besonderes Augenmerk in dem genannten Forschungsprojekt sollte dabei auf die technisch/wirtschaftliche Ausgewogenheit des Schutzes gelegt werden: • die Schutzmaßnahmen sollen nur in solchen Fällen eingesetzt werden, wo dies als Ergebnis von Risikoanalysen sinnvoll erscheint; • für typische netz-autarke Hybridanlagen sollen die Schutzmaßnahmen ohne deutliche Verteuerung realisierbar sein (es soll also kein absoluter Schutz realisiert werden; ggf. soll lediglich der auftretende Schaden soweit möglich minimiert werden). Dazu wurde in einem ersten Schritt zunächst eine Aufnahme des Iststandes einiger typischer netz-autarker Hybridanlagen und deren einzelnen Komponenten durchgeführt. Aufgrund dessen wurde eine umfassende Risikoanalyse zur Blitzbedrohung dieser Anlagen auf der Basis von VDE V 0185 Teil 2:2002-11 [1] erstellt. Die Ergebnisse mündeten in ein technisch/wirtschaftlich ausgewogenes Konzept für den Anlagen- Blitzschutz (d.h. insbesondere dem Schutz vor direkten Blitzeinschlägen und deren unmittelbaren Auswirkungen) nach VDE V 0185 Teil 3:2002-11 [2] und für den Elektronik-Blitzschutz (d.h. für den Schutz vor Überspannungen durch direkte, insbesondere aber auch indirekte Blitzeinschläge) nach VDE V 0185 Teil 4:2002-11 [3]. Aufgrund der gesammelten Ergebnisse konnten dabei allgemeine Empfehlungen für den Äußeren und Inneren Blitzschutz von regenerativen Energieerzeugungssystemen erstellt werden. Diese sollen in Schulungen einmünden, die für Hersteller und Betreiber von Hybridanlagen angeboten werden. Durch die Anwendung wird der Schutz der Anlagen vor Blitzeinwirkung und elektromagnetischen Störungen verbessert, was sich in einer reduzierten Ausfallwahrscheinlichkeit bzw. erhöhten Verfügbarkeit wiederspiegelt. An einigen ausgewählten Anlagen werden mit Hilfe der im Projekt involvierten Industriepartner die Schutzmaßnahmen realisiert. Hierbei entstanden den Eigentümern bzw. Betreibern der Anlagen keine Kosten. In diesem Beitrag werden beispielhaft drei Anlagenprojekte detailliert gezeigt. Es handelt sich dabei um eine Schweinezuchtfarm in Magallón (Spanien, Zaragozza), das bioklimatische Haus (Kreta, Heraklion) und die Tegernseer- Hütte (Deutschland, Lenggries).
Blitzschutzkonzept für eine netz-autarke Hybridanlage am Beispiel der Anlage VATALI auf Kreta
(2001)
Netz-autarke Anlagen bestehen üblicherweise aus einer oder mehreren Photovoltaik- (PV-) Anlagen, ggf. auch Solarthermie- (ST-) Anlagen und einem oder mehreren kleineren Windgeneratoren (sie werden deshalb auch als Hybridanlagen bezeichnet) und werden vor allem in Gegenden mit sehr schlechter öffentlicher Energieversorgung eingesetzt, d.h. insbesondere in rel. dünn bewohnten Gebieten und in Entwicklungsländern. Der Blitzschutz von netz-autarken Hybridanlagen ist ein bislang noch vergleichsweise unzureichend bearbeitetes Fachgebiet. Für große Windenergie-Anlagen (WEA) wurde in den letzten Jahren eine Zahl von FuE-Projekten durchgeführt, zum Großteil finanziert durch die öffentliche Hand, zum kleineren Teil auch durch die Industrie, d.h. die WEAHersteller. Dabei wurden bestehende Defizite im Design der WEA festgestellt und Maßnahmen vorgeschlagen, die vor den mechanischen Zerstörungen insbesondere des Rotors und vor den Störungen und Zerstörungen an den elektrischen / elektronischen Systemen der WEA weitgehend Schutz bieten [1, 2, 3]. Der Stand-der- Normung ist im Entwurf DIN VDE 0127 Teil 24 „Blitzschutz für Windenergieanlagen“ (dt. Übersetzung des internationalen Drafts IEC 61400-24 „Wind turbine generator systems; Part 24: Lightning Protection“) dokumentiert [4]. Die Maßnahmen sind allerdings insbesondere für größere WEA vorgesehen; im Falle kleinerer WEA lassen sie sich nur bedingt umsetzen. Trotzdem sind auch kleinere WEA rel. stark blitzeinschlaggefährdet, wenn sie auf einer Bergkuppe o.ä. platziert werden. Für solche kleinere WEA, wie sie bei Hybridanlagen üblicherweise Verwendung finden, müssen die Blitzschutzmaßnahmen aus der DIN VDE 0127 Teil 24 angepasst werden. Für PV- und ST-Anlagen ist eine entsprechende Blitzschutz-Norm noch nicht in Sicht. Hier ist vor allem der Schutz gegen direkte Blitzeinschläge in die Anlage bzw. die Gebäude noch nicht ausreichend beachtet. Blitzfangeinrichtungen sind oft nicht vorgesehen. In aller Regel hat man dabei bisher eine Ausführungsform des Blitzschutzes realisiert, die primär einen Ferneinschlag berücksichtigt und die dabei entstehenden induzierten, rel. energieschwachen Überspannungen durch schwächere Schutzelemente wie Rückstromdioden, Bypassdioden und zum Teil thermisch überwachte Varistoren begrenzt [5, 6, 7]. Diese Schutzelemente können allerdings bei Naheinschlägen bzw. Direkteinschlägen überlastet und damit zerstört werden. Darüber hinaus können Nahoder Direkteinschläge auch zur Schwächung der elektrischen Festigkeit der PVModulisolierung führen. Die Folge davon sind lokale extreme Wärmeentwicklungen, die sogar ein Schmelzen von Glas (sekundärer Langzeiteffekt) hervorrufen könnten. Bei einem Blitzeinschlag in die netz-autarke Hybridanlage VATALI auf Kreta im Jahre 2000 wurden sowohl einige mechanische wie auch elektrische Komponenten der Anlage zerstört bzw. zum Teil schwer beschädigt. Die Anlage VATALI besaß zum Zeitpunkt des Blitzeinschlags keinen wirksamen Blitzschutz. Der Gesamtschaden der Hardware belief sich auf ca. 60.000,- EURO. Die exponierte Stellung der Anlage auf einer Bergspitze stellte und stellt nach wie vor ein enormes Blitzeinschlag-Risiko dar, so dass auch zukünftig mit Blitzeinwirkungen gerechnet werden muss. Die Anlage wurde inspiziert, blitzschutz-technische Erfordernisse definiert und daraus Ertüchtigungsmaßnahmen abgeleitet, die mit überschaubarem Aufwand realisierbar sind.
Bauliche Anlagen mit Stahlkonstruktionen (bzw. auch Stahlbetonskelett- Konstruktionen) und metallenen Wänden sind bereits in sehr großer Zahl errichtet. Dazu gehören kleinere bis größere Lagerhallen ebenso wie Einkaufszentren. Sie zeichnen sich durch große Flexibilität, einfache Planung, kurze Bauzeit und rel. geringe Kosten aus. Auch in der nahen Zukunft ist deshalb mit Planung und Errichtung weiterer solcher baulicher Anlagen zu rechnen. Abhängig von der Nutzung der Hallen sind auch mehr oder weniger umfangreiche elektrische und elektronische Systeme vorhanden, die wichtige Funktionen sicherstellen müssen. Der Blitzschutz für diese baulichen Anlagen sollte sich also nicht nur im „klassischen“ Gebäude-Blitzschutz nach DIN V 0185-3 VDE V 0185 Teil 3 [1] erschöpfen; ein Ergänzung hin zu einem sinnvollen Grundschutz der elektrischen und elektronischen Systeme nach DIN V 0185-4 VDE V 0185 Teil 4 [2] ist anzuraten. Im folgenden Beitrag wird ein Konzept vorgestellt, mit dem ein hochwertiger Blitzschutz sowohl der baulichen Anlage und der darin befindlichen Personen, als auch der elektrischen und elektronischen Systeme verwirklicht werden kann. Insbesondere bei großflächigen Hallen stellen sich dabei besondere Anforderungen. Das Konzept und die zugehörigen blitzschutz-technischen Maßnahmen können drei Hauptbereichen zugeordnet werden: - Äußerer Blitzschutz; - Innerer Blitzschutz; - weitergehende besondere Maßnahmen. Das Konzept sowie die Maßnahmen werden allgemein beschrieben und teilweise anhand einer ausgeführten Anlage mit Fotos beispielhaft dokumentiert.
In many historical centers in Europe, stone masonry is part of building aggregates, which developed when the layout of the city or village was densified. The analysis of such building aggregates is very challenging and modelling guidelines missing. Advances in the development of analysis methods have been impeded by the lack of experimental data on the seismic response of such aggregates. The SERA project AIMS (Seismic Testing of Adjacent Interacting Masonry Structures) provides such experimental data by testing an aggregate of two buildings under two horizontal components of dynamic excitation. With the aim to advance the modelling of unreinforced masonry aggregates, a blind prediction competition is organized before the experimental campaign. Each group has been provided a complete set of construction drawings, material properties, testing sequence and the list of measurements to be reported. The applied modelling approaches span from equivalent frame models to Finite Element models using shell elements and discrete element models with solid elements. This paper compares the first entries, regarding the modelling approaches, results in terms of base shear, roof displacements, interface openings, and the failure modes.
Blended Shopping
(2009)
This paper reports a first microbial biosensor for rapid and cost-effective determination of organophosphorus pesticides fenitrothion and EPN. The biosensor consisted of recombinant PNP-degrading/oxidizing bacteria Pseudomonas putida JS444 anchoring and displaying organophosphorus hydrolase (OPH) on its cell surface as biological sensing element and a dissolved oxygen electrode as the transducer. Surfaceexpressed OPH catalyzed the hydrolysis of fenitrothion and EPN to release 3-methyl-4-nitrophenol and p-nitrophenol, respectively, which were oxidized by the enzymatic machinery of Pseudomonas putida JS444 to carbon dioxide while consuming oxygen, which was measured and correlated to the concentration of organophosphates. Under the optimum operating conditions, the biosensor was able to measure as low as 277 ppb of fenitrothion and 1.6 ppm of EPN without interference from phenolic compounds and other commonly used pesticides such as carbamate pesticides, triazine herbicides and organophosphate pesticides without nitrophenyl substituent. The applicability of the biosensor to lake water was also demonstrated.
Tests with palm tree leaves have just started yet and scan data are in the process to be analyzed. The final goal of future project for palm tree gender and species recognition will be to develop optical scanning technology to be applied to date palm tree leaves for in–situ screening purposes. Depending on the software used and the particular requirements of the users the technology potentially shall be able to identify palm tree diseases, palm tree gender, and species of young date palm trees by scanning leaves.
Biomechanical simulation of different prosthetic meshes for repairing uterine/vaginal vault prolapse
(2017)
The overall objective of this study is to develop a new external fixator, which closely maps the native kinematics of the elbow to decrease the joint force resulting in reduced rehabilitation time and pain. An experimental setup was designed to determine the native kinematics of the elbow during flexion of cadaveric arms. As a preliminary study, data from literature was used to modify a published biomechanical model for the calculation of the joint and muscle forces. They were compared to the original model and the effect of the kinematic refinement was evaluated. Furthermore, the obtained muscle forces were determined in order to apply them in the experimental setup. The joint forces in the modified model differed slightly from the forces in the original model. The muscle force curves changed particularly for small flexion angles but their magnitude for larger angles was consistent.
Biomasse-Potential
(1985)
Recent earthquakes showed that low-rise URM buildings following codecompliant seismic design and details behaved in general very well without substantial damages. Although advances in simulation tools make nonlinear calculation methods more readily accessible to designers, linear analyses will still be the standard design method for years to come. The present paper aims to improve the linear seismic design method by providing a proper definition of the q-factor of URM buildings. Values of q-factors are derived for low-rise URM buildings with rigid diaphragms, with reference to modern structural configurations realized in low to moderate seismic areas of Italy and Germany. The behaviour factor components for deformation and energy dissipation capacity and for overstrength due to the redistribution of forces are derived by means of pushover analyses. As a result of the investigations, rationally based values of the behaviour factor q to be used in linear analyses in the range of 2.0 to 3.0 are proposed.
In: Alfha.net / Sektion Bauingenieurwesen: 1. [Erster] Erfahrungsaustausch : Absolventen des Fachbereichs Bauingenieurwesens berichten. 13. Oktober 2006. S. 19-20. Zusammenfassung des Vortrags: Prozessanalyse und Revision beim Umbau des Flughafens Hamburg, Beratung von Bauunternehmen, Sachverständigentätigkeit
The production of dispatchable renewable energy will be one of the most important key factors of the future energy supply. Concentrated solar power (CSP) plants operated with molten salt as heat transfer and storage media are one opportunity to meet this challenge. Due to the high concentration factor of the solar tower technology the maximum process temperature can be further increased which ultimately decreases the levelized costs of electricity of the technology (LCOE). The development of an improved tubular molten salt receiver for the next generation of molten salt solar tower plants is the aim of this work. The receiver is designed for a receiver outlet temperature up to 600 °C. Together with a complete molten salt system, the receiver will be integrated into the Multi-Focus-Tower (MFT) in Jülich (Germany). The paper describes the basic engineering of the receiver, the molten salt tower system and a laboratory corrosion setup.
Reliable methods for automatic readability assessment have the potential to impact a variety of fields, ranging from machine translation to self-informed learning. Recently, large language models for the German language (such as GBERT and GPT-2-Wechsel) have become available, allowing to develop Deep Learning based approaches that promise to further improve automatic readability assessment. In this contribution, we studied the ability of ensembles of fine-tuned GBERT and GPT-2-Wechsel models to reliably predict the readability of German sentences. We combined these models with linguistic features and investigated the dependence of prediction performance on ensemble size and composition. Mixed ensembles of GBERT and GPT-2-Wechsel performed better than ensembles of the same size consisting of only GBERT or GPT-2-Wechsel models. Our models were evaluated in the GermEval 2022 Shared Task on Text Complexity Assessment on data of German sentences. On out-of-sample data, our best ensemble achieved a root mean squared error of 0:435.
In collaborative research projects, both researchers and practitioners work together solving business-critical challenges. These projects often deal with ETL processes, in which humans extract information from non-machine-readable documents by hand. AI-based machine learning models can help to solve this problem.
Since machine learning approaches are not deterministic, their quality of output may decrease over time. This fact leads to an overall quality loss of the application which embeds machine learning models. Hence, the software qualities in development and production may differ.
Machine learning models are black boxes. That makes practitioners skeptical and increases the inhibition threshold for early productive use of research prototypes. Continuous monitoring of software quality in production offers an early response capability on quality loss and encourages the use of machine learning approaches. Furthermore, experts have to ensure that they integrate possible new inputs into the model training as quickly as possible.
In this paper, we introduce an architecture pattern with a reference implementation that extends the concept of Metrics Driven Research Collaboration with an automated software quality monitoring in productive use and a possibility to auto-generate new test data coming from processed documents in production.
Through automated monitoring of the software quality and auto-generated test data, this approach ensures that the software quality meets and keeps requested thresholds in productive use, even during further continuous deployment and changing input data.
Combined with the use of renewable energy sources for
its production, Hydrogen represents a possible alternative gas
turbine fuel for future low emission power generation. Due to
its different physical properties compared to other fuels such
as natural gas, well established gas turbine combustion
systems cannot be directly applied for Dry Low NOx (DLN)
Hydrogen combustion. This makes the development of new
combustion technologies an essential and challenging task
for the future of hydrogen fueled gas turbines.
The newly developed and successfully tested “DLN
Micromix” combustion technology offers a great potential to
burn hydrogen in gas turbines at very low NOx emissions.
Aiming to further develop an existing burner design in terms
of increased energy density, a redesign is required in order to
stabilise the flames at higher mass flows and to maintain low
emission levels.
For this purpose, a systematic design exploration has
been carried out with the support of CFD and optimisation
tools to identify the interactions of geometrical and design
parameters on the combustor performance. Aerodynamic
effects as well as flame and emission formation are observed
and understood time- and cost-efficiently. Correlations
between single geometric values, the pressure drop of the
burner and NOx production have been identified as a result.
This numeric methodology helps to reduce the effort of
manufacturing and testing to few designs for single
validation campaigns, in order to confirm the flame stability
and NOx emissions in a wider operating condition field.
Having well-defined control strategies for fuel cells, that can efficiently detect errors and take corrective action is critically important for safety in all applications, and especially so in aviation. The algorithms not only ensure operator safety by monitoring the fuel cell and connected components, but also contribute to extending the health of the fuel cell, its durability and safe operation over its lifetime. While sensors are used to provide peripheral data surrounding the fuel cell, the internal states of the fuel cell cannot be directly measured. To overcome this restriction, Kalman Filter has been implemented as an internal state observer.
Other safety conditions are evaluated using real-time data from every connected sensor and corrective actions automatically take place to ensure safety. The algorithms discussed in this paper have been validated thorough Model-in-the-Loop (MiL) tests as well as practical validation at a dedicated test bench.
Thematisch widmet sich das Projekt Coolplan- AIR der Fortentwicklung und Feldvalidierung eines Berechnungs- und Auslegungstools zur energieeffizienten Kühlung von Gebäuden mit luftgestützten Systemen. Neben dem Aufbau und der Weiterentwicklung von Simulationsmodellen erfolgen Vermessungen der Gesamtsysteme anhand von Praxisanlagen im Feld. Der Schwerpunkt des Projekts liegt auf der Vermessung, Simulation und Integration rein luftgestützter Kühltechnologien. Im Bereich der Kälteerzeugung wurden Luft‐ Luft‐ Wärmepumpen, Anlagen zur adiabaten Kühlung bzw. offene Kühltürme und VRF‐ Multisplit‐ Systeme (Variable Refrigerant Flow) im Feld bzw. auf dem Teststand der HSD vermessen. Die Komponentenmodelle werden in die Matlab/Simulink‐ Toolbox CARNOT integriert und anschließend auf Basis der zuvor erhaltenen Messdaten validiert.
Einerseits erlauben die Messungen das Betriebsverhalten von Anlagenkomponenten zu analysieren. Andererseits soll mit der Vermessung im Feld geprüft werden, inwieweit die Simulationsmodelle, welche im Vorgängerprojekt aus Prüfstandmessungen entwickelt wurden, auch für größere Geräteleistungen Gültigkeit besitzen. Die entwickelten und implementierten Systeme, bestehend aus verschiedensten Anlagenmodellen und Regelungskomponenten, werden geprüft und dahingehend qualifiziert, dass sie in Standard- Auslegungstools zuverlässig verwendet werden können.
Zusätzlich wird ein energetisches Monitoring eines Hörsaalgebäudes am Campus Jülich durchgeführt, das u. a. zur Validierung der Kühllastberechnungen in gängigen Simulationsmodelle genutzt werden kann.
Auslegung der CFK-Sandwich-Rumpfstruktur eines Hubschraubers mit der Methode der Finiten Elemente
(1994)
Close interrelations between sound and image are not a mere phenomenon of today’s multimedia technology. The idea of the synthesis of different media lies at the core of the concept of the Gesamtkunstwerk in the second half of the 19th century and it can also be traced back to the synaesthesia debate at the beginning of the 20th century [...].
Gossamer-1 is the first project of the three-step Gossamer roadmap, the purpose of which is to develop, prove and demonstrate that solar-sail technology is a safe and reliable propulsion technique for long-lasting and high-energy missions. This paper firstly presents the structural analysis performed on the sail to understand its elastic behavior. The results are then used in attitude and orbital simulations. The model considers the main forces and torques that a satellite experiences in low-Earth orbit coupled with the sail deformation. Doing the simulations for varying initial conditions in attitude and rotation rate, the results show initial states to avoid and maximum rotation rates reached for correct and faulty deployment of the sail. Lastly comparisons with the classic flat sail model are carried out to test the hypothesis that the elastic behavior does play a role in the attitude and orbital behavior of the sail
Attitude and Orbital Dynamics Modeling for an Uncontrolled Solar-Sail Experiment in Low-Earth Orbit
(2015)
This study presents the concept of AstroBioLab, an autonomous astrobiological field laboratory tailored for the exploration of (sub)glacial habitats. AstroBioLab is an integral component of the TRIPLE (Technologies for Rapid Ice Penetration and subglacial Lake Exploration) DLR-funded project, aimed at advancing astrobiology research through the development and deployment of innovative technologies. AstroBioLab integrates diverse measurement techniques such as fluorescence microscopy, DNA sequencing and fluorescence spectrometry, while leveraging microfluidics for efficient sample delivery and preparation.
Large industrial facilities and power plants often require a huge number fo information and control cables between the differnet structures. These I&C-cables can be routed in reinforced concrete cable ducts or in isolated buried cable runs. KTA 2206 is the German lightning protection standard for nuclear power plants. During the last several years considerable effort has been made to revise this standard. Despite the well established principles and design guidelines for the construction of the lightning protection system, this standard puts special emphasis on the coupling of transient overvoltages to I&C-cables.
Assessment of RF Safety of Transmit Coils at 7 Tesla by Experimental and Numerical Procedures (490.)
(2012)
Water distribution systems are an essential supply infrastructure for cities. Given that climatic and demographic influences will pose further challenges for these infrastructures in the future, the resilience of water supply systems, i.e. their ability to withstand and recover from disruptions, has recently become a subject of research. To assess the resilience of a WDS, different graph-theoretical approaches exist. Next to general metrics characterizing the network topology, also hydraulic and technical restrictions have to be taken into account. In this work, the resilience of an exemplary water distribution network of a major German city is assessed, and a Mixed-Integer Program is presented which allows to assess the impact of capacity adaptations on its resilience.
The understanding that optimized components do not automatically lead to energy-efficient systems sets the attention from the single component on the entire technical system. At TU Darmstadt, a new field of research named Technical Operations Research (TOR) has its origin. It combines mathematical and technical know-how for the optimal design of technical systems. We illustrate our optimization approach in a case study for the design of a ventilation system with the ambition to minimize the energy consumption for a temporal distribution of diverse load demands. By combining scaling laws with our optimization methods we find the optimal combination of fans and show the advantage of the use of multiple fans.
The implementation of IO-Link in the automation industry has increased over the years. Its main advantage is it offers a digital point-to-point plugand-play interface for any type of device or application. This simplifies the communication between devices and increases productivity with its different features like self-parametrization and maintenance. However, its complete potential is not always used.
The aim of this paper is to create an Arduino based framework for the development of generic IO-Link devices and increase its implementation for rapid prototyping. By generating the IO device description file (IODD) from a graphical user interface, and further customizable options for the device application, the end-user can intuitively develop generic IO-Link devices. The peculiarity of this framework relies on its simplicity and abstraction which allows to implement any sensor functionality and virtually connect any type of device to an IO-Link master. This work consists of the general overview of the framework, the technical background of its development and a proof of concept which demonstrates the workflow for its implementation.
Architecture for platform- and hardware-independent mesh networks : how to unify the channels
(2013)
This paper will prove that mesh networks among different platforms and hardware channels can help to channel valuable information even if public telecommunication infrastructure is not available due to arbitrary reasons. Therefore, results of a simulation for mesh networks on mass events will be provided, followed by the developed architecture and an outlook on future research. The developed architecture is currently being implemented and field tested on mass events.
Process mining gets more and more attention even outside large enterprises and can be a major benefit for small and medium sized enterprises (SMEs) to gain competitive advantages. Applying process mining is challenging, particularly for SMEs because they have less resources and process maturity. So far, IS researchers analyzed process mining challenges with a focus on larger companies. This paper investigates the application of process mining by means of a case study and sheds light into the particular challenges of an IT SME. The results reveal 13 SME process mining challenges and seven guidelines to address them. In this way, the paper contributes to the understanding of process mining application in SME and shows similarities and differences to larger companies.
The paper deals with the development of the probabilistic approach to the assessment of risk due to lightning. Sources of damage, types of damage and types of loss are defined and, accordingly, the procedure for risk analysis and the way of assessment of different risk components is proposed. The way to evaluate the influence of different protection measures (lightning protection system; shielding of structure, cables and equipment; routing of internal wiring; surge protective device) in reducing such probabilities is considered. The paper has been prepared within the framework of the activity of IEC TC81-WG9/CLC TC81-WG4 directed to prepare the draft IEC 62305-2 Risk Management, in cooperation with the Secretary of IEC/CLC TC81.
Application of the optical flow method to velocity determination in hydraulic structure models
(2016)
In this paper, the use of reinforcement learning (RL) in control systems is investigated using a rotatory inverted pendulum as an example. The control behavior of an RL controller is compared to that of traditional LQR and MPC controllers. This is done by evaluating their behavior under optimal conditions, their disturbance behavior, their robustness and their development process. All the investigated controllers are developed using MATLAB and the Simulink simulation environment and later deployed to a real pendulum model powered by a Raspberry Pi. The RL algorithm used is Proximal Policy Optimization (PPO). The LQR controller exhibits an easy development process, an average to good control behavior and average to good robustness. A linear MPC controller could show excellent results under optimal operating conditions. However, when subjected to disturbances or deviations from the equilibrium point, it showed poor performance and sometimes instable behavior. Employing a nonlinear MPC Controller in real time was not possible due to the high computational effort involved. The RL controller exhibits by far the most versatile and robust control behavior. When operated in the simulation environment, it achieved a high control accuracy. When employed in the real system, however, it only shows average accuracy and a significantly greater performance loss compared to the simulation than the traditional controllers. With MATLAB, it is not yet possible to directly post-train the RL controller on the Raspberry Pi, which is an obstacle to the practical application of RL in a prototyping or teaching setting. Nevertheless, RL in general proves to be a flexible and powerful control method, which is well suited for complex or nonlinear systems where traditional controllers struggle.
Non-intrusive measuring techniques have attained a lot of interest in relation to both hydraulic modeling and prototype applications. Complimenting acoustic techniques, significant progress has been made for the development of new optical methods. Computer vision techniques can help to extract new information, e. g. high-resolution velocity and depth data, from videos captured with relatively inexpensive, consumer-grade cameras. Depth cameras are sensors providing information on the distance between the camera and observed features. Currently, sensors with different working principles are available. Stereoscopic systems reference physical image features (passive system) from two perspectives; in order to enhance the number of features and improve the results, a sensor may also estimate the disparity from a detected light to its original projection (active stereo system). In the current study, the RGB-D camera Intel RealSense D435, working on such stereo vision principle, is used in different, typical hydraulic modeling applications. All tests have been conducted at the Utah Water Research Laboratory. This paper will demonstrate the performance and limitations of the RGB-D sensor, installed as a single camera and as camera arrays, applied to 1) detect the free surface for highly turbulent, aerated hydraulic jumps, for free-falling jets and for an energy dissipation basin downstream of a labyrinth weir and 2) to monitor local scours upstream and downstream of a Piano Key Weir. It is intended to share the authors’ experiences with respect to camera settings, calibration, lightning conditions and other requirements in order to promote this useful, easily accessible device. Results will be compared to data from classical instrumentation and the literature. It will be shown that even in difficult application, e. g. the detection of a highly turbulent, fluctuating free-surface, the RGB-D sensor may yield similar accuracy as classical, intrusive probes.
Application of polymers in textile reinforced concrete : from the interface to construction elements
(2006)