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Simulation-based degradation assessment of lithium-ion batteries in a hybrid electric vehicle
(2017)
The electrical field (E-field) of the biventricular (BV) stimulation is important for the success of cardiac resynchronization therapy (CRT) in patients with cardiac insufficiency and widened QRS complex.
The aim of the study was to model different pacing and ablation electrodes and to integrate them into a heart model for the static and dynamic simulation of BV stimulation and HF ablation in atrial fibrillation (AF).
The modeling and simulation was carried out using the electromagnetic simulation software CST. Five multipolar left ventricular (LV) electrodes, four bipolar right atrial (RA) electrodes, two right ventricular (RV) electrodes and one HF ablation catheter were modelled. A selection were integrated into the heart rhythm model (Schalk, Offenburg) for the electrical field simulation. The simulation of an AV node ablation at CRT was performed with RA, RV and LV electrodes and integrated ablation catheter with an 8 mm gold tip.
The BV stimulation were performed simultaneously at amplitude of 3 V at the LV electrode and 1 V at the RV electrode with a pulse width of 0.5 ms each. The far-field potential at the RA electrode tip was 32.86 mV and 185.97 mV at a distance of 1 mm from the RA electrode tip. AV node ablation was simulated with an applied power of 5 W at 420 kHz at the distal ablation electrode. The temperature at the catheter tip was 103.87 °C after 5 s ablation time and 37.61 °C at a distance of 2 mm inside the myocardium. After 15 s, the temperature was 118.42 °C and 42.13 °C.
Virtual heart and electrode models as well as the simulations of electrical fields and temperature profiles allow the static and dynamic simulation of atrial synchronous BV stimulation and HF ablation at AF and could be used to optimize the CRT and AF ablation.
Background: The electrical field (E-field) of the biventricular (BV) stimulation is important for the success of cardiac resynchronization therapy (CRT) in patients with cardiac insufficiency and widened QRS complex. The 3D modeling allows the simulation of CRT and high frequency (HF) ablation.
Purpose: The aim of the study was to model different pacing and ablation electrodes and to integrate them into a heart model for the static and dynamic simulation of atrial and BV stimulation and high frequency (HF) ablation in atrial fibrillation (AF).
Methods: The modeling and simulation was carried out using the electromagnetic simulation software CST (CST Darmstadt). Five multipolar left ventricular (LV) electrodes, one epicardial LV electrode, four bipolar right atrial (RA) electrodes, two right ventricular (RV) electrodes and one HF ablation catheter were modeled. Selected electrodes were integrated into the Offenburg heart rhythm model for the electrical field simulation. The simulation of an AV node ablation at CRT was performed with RA, RV and LV electrodes and integrated ablation catheter with an 8 mm gold tip.
Results: The right atrial stimulation was performed with an amplitude of 1.5 V with a pulse width of 0.5. The far-field potentials generated by the atrial stimulation were perceived by the right and left ventricular electrode. The far-field potential at a distance of 1 mm from the right ventricular electrode tip was 36.1 mV. The far-field potential at a distance of 1 mm from the left ventricular electrode tip was measured with 37.1 mV. The RV and LV stimulation were performed simultaneously at amplitude of 3 V at the LV electrode and 1 V at the RV electrode with a pulse width of 0.5 ms each. The far-field potentials generated by the BV stimulations could be perceived by the RA electrode. The far-field potential at the RA electrode tip was 32.86 mV. AV node ablation was simulated with an applied power of 5 W at 420 kHz and 10 W at 500 kHz at the distal 8 mm ablation electrode.
Conclusions: Virtual heart and electrode models as well as the simulations of electrical fields and temperature profiles allow the static and dynamic simulation of atrial synchronous BV stimulation and HF ablation at AF. The 3D simulation of the electrical field and temperature profile may be used to optimize the CRT and AF ablation.
Background: The electrical field (E-field) of the biventricular (BV) stimulation is essential for the success of cardiac resynchronization therapy (CRT) in patients with cardiac insufficiency and widened QRS complex. 3D modeling allows the simulation of CRT and high frequency (HF) ablation.
Purpose: The aim of the study was to model different pacing and ablation electrodes and to integrate them into a heart model for the static and dynamic simulation of BV stimulation and HF ablation in atrial fibrillation (AF).
Methods: The modeling and simulation was carried out using the electromagnetic simulation software. Five multipolar left ventricular (LV) electrodes, one epicardial LV electrode, four bipolar right atrial (RA) electrodes, two right ventricular (RV) electrodes and one HF ablation catheter were modeled. Different models of electrodes were integrated into a heart rhythm model for the electrical field simulation (fig.1). The simulation of an AV node ablation at CRT was performed with RA, RV and LV electrodes and integrated ablation catheter with an 8 mm gold tip.
Results: The RV and LV stimulation were performed simultaneously at amplitude of 3 V at the LV electrode and 1 V at the RV electrode, each with a pulse width of 0.5 ms. The far-field potentials generated by the BV stimulations were perceived by the RA electrode. The far-field potential at the RA electrode tip was 32.86 mV. A far-field potential of 185.97 mV resulted at a distance of 1 mm from the RA electrode tip. AV node ablation was simulated with an applied power of 5 W at 420 kHz at the distal 8 mm ablation electrode. The temperature at the catheter tip was 103.87 ° C after 5 s ablation time, 44.17 ° C from the catheter tip in the myocardium and 37.61 ° C at a distance of 2 mm. After 10 s, the temperature at the three measuring points described above was 107.33 ° C, 50.87 ° C, 40.05 ° C and after 15 seconds 118.42 ° C, 55.75 ° C and 42.13 ° C.
Conclusions: Virtual heart and electrode models as well as the simulations of electrical fields and temperature profiles allow the static and dynamic simulation of atrial synchronous BV stimulation and HF ablation at AF. The 3D simulation of the electrical field and temperature profile may be used to optimize the CRT and AF ablation.
Sichere Detektion von Menschen in der Mensch-Roboter-Kollaboration mit Time-of-Flight Kameras
(2017)
Die in dieser Arbeit vorgestellte Vorgehensweise erlaubt die Ortung von Schienenfahrzeugen in topologischen Karten allein mit Hilfe eines Wirbelstromsensorsystems (WSS). Zur Ortung primär erforderlich ist die Identifizierung des befahrenen Gleises selbst, wofür unterschiedliche in einer Karte gespeicherte Merkmale herangezogen werden sowie der zurückgelegte Weg, der durch Zählen der passierten Schwellen ermittelt wird. Diese Merkmale werden mittels eigens definierter, virtueller Sensoren aus dem Signal des WSS gewonnen und mittels einem Bayes’schen Formalismus mit den Referenzdaten aus der vorliegenden topologischen Karte abgeglichen. Diese auf virtuellen Sensoren basierende Vorgehensweise erlaubt eine Parallelisierung der Sensorsignalverarbeitung und eine flexible Einbindung von Sensoren in das Ortungssystem. Die Möglichkeit, Weichen mit einer Trefferquote von 99% zu detektieren, erlaubt die Verfolgung der Fahrzeugposition über die gesamte Fahrstrecke hinweg, unter alleiniger Verwendung der vom WSS gelieferten Messdaten.
In den vergangenen Jahren ist das technische Gas Schwefelhexafluorid (SF6) immer wieder Gegenstand von Diskussionen des Klimaschutzes und der technischen Notwendigkeit für den Betrieb von Schaltanlagen gewesen und wird dies wohl auch noch für längere Zeit bleiben. Das Gas, welches sich aus einem Schwefelatom und sechs Fluoratomen zusammensetzt, wird seit Ende der sechziger 1960er Jahre in Schaltanlagen der Mittel- und Hochspannung eingesetzt. So günstig dessen Eigenschaften im technischen Einsatz auch sind, so klimaschädlich ist es beim Entweichen in die Atmosphäre. SF6 ist das Klimagas mit dem größten bekannten Treibhauspotenzial, es weist ein CO2-Äquivalent (GWP) von 23.900 und eine atmosphärische Lebensdauer von ca. 3.200 Jahren auf. Neben nur wenig verbliebenen Anwendungen in Industrie, Militär und Medizin kommt es heute hauptsächlich bei der elektrischen Energieversorgung als Isolier- und Lichtbogenlöschgas in Schaltanlagen von Übertragungs- und Verteilnetzen zum Einsatz. Grund genug die technische Notwendigkeit, mögliche Alternativen und Konsequenzen drohender Verbote zu diskutieren. In diesem Artikel werden zunächst die Grundlagen moderner SF6- Hochspannungsschaltanlagen vorgestellt, die Klimabelastung durch entweichendes SF6 evaluiert, ein Überblick über den Stand der Forschung gegeben und mögliche Konsequenzen eines Verbotes von Schwefelhexafluorid in der Energieversorgung diskutiert.
Qualitative Wissenschaft, künstlerisches Forschen und forschendes Lernen verbinden Erkenntnis aus Praxis und Erfahrung. In der Autoethnographie der eigenen Werkstatt des Hörens wie der Kultur in Studios anderer, wird die noch neue Interdisziplin Sound (Studies) erprobt und vertieft, mit Impulsen für die Praxis und Theorie, von der noch wenig bekannten A/r/t ographie heute, hin zu einer künftig A/R/Tophonie, dem künstlerischen Forschen in der Musik, ebenso wie durch Klang Komposition, Radio Kunst und visuelle Musik.
Das Ziel des Vorhabens TempOLadung war die Entwicklung von optimierten Ladeverfahren für eine Lithium-Ionen-Batterie. Die Optimierung erfolgte unter besonderer Berücksichtigung des Temperaturverhaltens. Es wurden Methoden der mathematischen Modellierung und numerischen Simulation sowie der experimentellen Diagnostik eingesetzt. Kooperationspartner war das mittelständische Unternehmen Leclanché, ein traditioneller Batteriehersteller mit Produktionsstandort in Willstätt/Baden-Württemberg.
The building sector is one of the main consumers of energy. Therefore, heating and cooling concepts for renewable energy sources become increasingly important. For this purpose, low-temperature systems such as thermo-active building systems (TABS) are particularly suitable. This paper presents results of the use of a novel adaptive and predictive computation method, based on multiple linear regression (AMLR) for the control of TABS in a passive seminar building. Detailed comparisons are shown between the standard TABS and AMLR strategies over a period of nine months each. In addition to the reduction of thermal energy use by approx. 26% and a significant reduction of the TABS pump operation time, this paper focuses on investment savings in a passive seminar building through the use of the AMLR strategy. This includes the reduction of peak power of the chilled beams (auxiliary system) as well as a simplification of the TABS hydronic circuit and the saving of an external temperature sensor. The AMLR proves its practicality by learning from the historical building operation, by dealing with forecasting errors and it is easy to integrate into a building automation system.
This book has emerged from lectures and courses given in recent years by the authors at their universities and shows how theoretical concepts of Business Intelligence are applied in SAP BW on HANA.
The authors developed a set of case studies guiding the student through the complete process of building an end-to-end BI system, based on a simple but realistic business scenario. The cases are designed in such a way that the application of many concepts such as staging, core data warehouse, data mart, reporting, etc., in SAP BW on HANA is introduced and demonstrated step by step.
Target Audience:
The cases are primarily designed for SAP BW beginners, who want a first introduction and hands-on experience with the latest version of BW on HANA. We briefly touch the general concepts of Business Intelligence and Data Warehousing. These concepts are discussed in many excellent books out in the market, which we don’t want to replace. The reader should either already be familiar with these concepts or should be willing to use the references we provide. Also, this book can NOT replace a complete consultant training for BW, but it can serve as a starting point for a journey into the world of SAP BW on HANA.
Background: R-wave synchronised atrial pacing is an effective temporary pacing
therapy in infants with postoperative junctional ectopic tachycardia. In the technique
currently used, adverse short or long intervals between atrial pacing and ventricular
sensing (AP–VS) may be observed during routine clinical practice.
Objectives: The aim of the study was to analyse outcomes of R-wave synchronised
atrial pacing and the relationship between maximum tracking rates and AP–VS
intervals.
Methods: Calculated AP–VS intervals were compared with those predicted by experienced
pediatric cardiologist.
Results: A maximum tracking rate (MTR) set 10 bpm higher than the heart rate (HR)
may result in undesirable short AP–VS intervals (minimum 83 ms). A MTR set 20 bpm
above the HR is the hemodynamically better choice (minimum 96 ms). Effects of either
setting on the AP–VS interval could not be predicted by experienced observers. In our
newly proposed technique the AP–VS interval approaches 95 ms for HR > 210 bpm
and 130 ms for HR < 130 bpm. The progression is linear and decreases strictly
(− 0.4 ms/bpm) between the two extreme levels.
Conclusions: Adjusting the AP–VS interval in the currently used technique is complex
and may imply unfavorable pacemaker settings. A new pacemaker design is advisable
to allow direct control of the AP–VS interval.
The growing complexity in RF front-ends, which support carrier aggregation and a growing number of frequency bands, leads to tightened nonlinearity requirements in all sub-components. The generation of third order intermodulation products (IMD3) are typical problems caused by the non-linearity of SAW devices. In the present work, we investigate temperature compensating (TC) SAW devices on Lithium Niobate-rot128YX. An accurate FEM simulation model [1] is employed, which allows to better understand the origin of nonlinearities in such acoustic devices.
In the present work, nonlinearities in temperature compensating (TC) SAW devices are investigated. The materials used are LiNbO₃-rot128YX as the substrate and Copper electrodes covered with a SiO₂-layer as the compensating layer. In order to understand the role of these materials for the nonlinearities in such acoustic devices, a FEM simulation model in combination with a perturbation approach is applied. The nonlinear tensor data of the different materials involved in TC-SAW devices have been taken from literature, but were partially modified to fit experimental data by introducing scaling factors. An effective nonlinearity constant is determined by comparison of nonlinear P-matrix simulations to IMD3 measurements of test filters. By employing these constants in nonlinear periodic P-matrix simulations a direct comparison to nonlinear periodic FEM-simulations yields the scaling factors for the material used. Thus, the contribution of different materials to the nonlinear behavior of TC-SAW devices is obtained and the role of metal electrodes is discussed in detail.
Risk aversion, financing and real servicThe Global CEO Survey was launched in 2015 by researchers from Offenburg University, the University of Westminster and the London School of Economics and Political Science (LSE) to better understand and discover what factors influence exporters’ demand for credit insurance. Although some scholars discussed aspects of corporate insurance demand with regard to exporters, there is limited research concerning the demand for export credit insurance associated with firm-specific factors. Only few empirical studies support existing theories on corporate insurance demand and export credits. This project investigates and fills the relevant gap of official export credit insurance demand.es
Deutsche Banken begleiten vielfältige Geschäfte mit Auslandsbezug. Vor allem Kreditgeschäfte und Akkreditive sind die häufigsten Geschäftsarten, an denen deutsche Banken als Finanzierungspartei gemeinschaftlich mit anderen ausländischen Finanzinstituten auftreten. Im Rahmen solcher Geschäfte verlangen ausländische Geschäftspartner häufig die Einhaltung von ausländischen Sanktionsvorschriften und verankern dies in den vertraglichen Dokumenten. Beteiligen sich Finanzinstitute, beispielsweise als Kreditnehmer, so wird die Einhaltung der ausländischen Sanktionsvorschriften direkt von den Finanzinstituten verlangt. Treten jedoch Finanzinstitute als Kreditgeber auf, was eher häufiger der Fall ist, so fordern die Finanzinstitute den Kreditnehmer auf, ausländisches Sanktionsrecht einzuhalten. Die Verpflichtung zur Einhaltung von ausländischen Sanktionsvorschriften widerspricht den Anti-Boykott-Regelungen auf nationaler und gegebenenfalls auf europäischer Ebene.
Our university carries out various research projects. Among others, the project Schluckspecht is an interdisciplinary work on different ultra-efficient car concepts for international contests. Besides the engineering work, one part of the project deals with real-time data visualization. In order to increase the efficiency of the vehicle, an online monitoring of the runtime parameters is necessary. The driving parameters of the vehicle are transmitted to a processing station via a wireless network connection. We plan to use an augmented reality (AR) application to visualize different data on top of the view of the real car. By utilizing a mobile Android or iOS device a user can interactively view various real-time and statistical data. The car and its components are meant to be augmented by various additional information, whereby that information should appear at the correct position of the components. An engine e.g. could show the current rpm and consumption values. A battery on the other hand could show the current charge level. The goal of this paper is to evaluate different possible approaches, their suitability and to expand our application to other projects at our university.
Quo Vadis Freihandel?
(2017)
Die Vorteile des Einzelstückflusses haben zu einer Verschiebung der Grenzen zwischen den Montageorganisationen in Richtung des Fließprinzips geführt. Im vorliegenden Artikel werden quantitative Kriterien zur Fließlinieneignung als Entscheidungshilfe aus montageorganisatorischer Sicht vorgestellt. Neben der Eignung anhand der Überlappung von Endmontagevorgängen werden die schwankungsbedingte und verteilungsbedingte Fließlinieneignung vorgestellt. Ihre Anwendung wird anhand eines Algorithmus und anhand der Ergebnisse aus einem Praxisbeispiel gezeigt.
In den 1980er Jahren begann die Normengruppe die DIN EN ISO 9000 ff. sich zunächst in der Fertigungsindustrie zu etablieren. Anschließend, begleitet von einigen Revisionen, schlossen sich weitere Branchen an, sodass sie immer wichtiger wurde. Anfangs hatten die Unternehmen bei der Umsetzung der Zertifizierung noch erhebliche Probleme. Diese entstanden vornehmlich dadurch, dass man unter dem Druck der Zertifizierung vermied, die Norm genau zu lesen und sich eine für die Umsetzung angemessene Zeitvorgabe zu geben. Das Ergebnis der Zertifizierung lag in diesen Fällen viel zu oft in der Erstellung einer „Papierorganisation“. Diese Schwächen haben sich mit der Zeit zum Teil erübrigt. Das hing mit der Vereinheitlichung beziehungsweise der Annäherung mehrerer Normen zusammen. Außerdem war die starke Begrenzung des Umfangs der Normenreihe ein großer Fortschritt. Ein weiterer Nachteil des Umfangs der älteren Versionen war die Praxis, die Organisation an die Norm anzugleichen. Dies hört sich zunächst nachvollziehbar an, allerdings sollte die Herangehensweise doch eher aus der entgegengesetzten Richtung geschehen, denn das Qualitätsmanagement sollte auf bestehende Prozesse des Unternehmens angepasst werden. Demnach soll die Norm an das Unternehmen angepasst werden, da diese Herangehensweise die innerhalb des Unternehmens funktionierenden Prozesse beachtet und optimiert. Ein weiterer Kritikpunkt an den älteren Versionen war die Konzentration auf Fertigungsbetriebe; so standen andere Industriezweige vor Schwierigkeiten der Umsetzung, insbesondere weil die Begriffe der Norm dort auf Gegenwehr bei Mitarbeitern und dem Management stießen. Somit war die Auswahl der Begrifflichkeiten kontraproduktiv, da sich eine Norm grundsätzlich für alle Branchen eignen muss. Zu dem Optimierungsprozess der ISO 9000 ff. haben auch Diskussionen beigetragen, in denen der Inhalt teilweise stark attackiert wurde. Dabei ging es darum, dass die Kundenbedürfnisse in der Norm keine Beachtung finden würden.
Produkt-Controlling
(2017)
Zentraler Baustein des Marketing ist die „facettenreiche“ Produktpolitik. Im nachstehenden Beitrag wird zunächst die Einordnung der Produktpolitik in den Zielkatalog des Marketing und des Unternehmens skizziert. Das Produkt-Controlling wird verstanden als zielgerichtete Unterstützung der Managementaufgaben im Kontext der Produktpolitik mittels passender Instrumente – Instrumente, die der Phase der Produktentstehung wie der Marktzyklusphase zuzuordnen sind. Erkennbar wird: es gibt ein umfangreiches Set an Methoden, die das Marketing-Management unterstützen und die Sicherstellung der Marketing-Effektivität und Marketing-Effizienz gewährleisten. Die Komplexität des Produkt-Controllings bedingt sich auch durch den ausreichenden Einbezug preis-, qualitäts- und markenpolitischer Informationen in die Zielkontrolle.
This work demonstrates the potentials of procedural content generation (PCG) for games, focusing on the generation of specific graphic props (reefs) in an explorer game. We briefly portray the state-of-the-art of PCG and compare various methods to create random patterns at runtime. Taking a step towards the game industry, we describe an actual game production and provide a detailed pseudocode implementation showing how Perlin or Simplex noise can be used efficiently. In a comparative study, we investigate two alternative implementations of a decisive game prop: once created traditionally by artists and once generated by procedural algorithms. 41 test subjects played both implementations. The analysis shows that PCG can create a user experience that is significantly more realistic and at the same time perceived as more aesthetically pleasing. In addition, the ever-changing nature of the procedurally generated environments is preferred with high significance, especially by players aged 45 and above.
The aim of the smart grid is to achieve more efficient, distributed and secure supply of energy over the traditional power grid by using a bidirectional information flow between the grid agents (e.g. generator node, customer). One of the key optimization problems in smart grid is to produce power among generator nodes with a minimum cost while meeting the customer demand, known as Economic Dispatch Problem (EDP). In recent years, many distributed approaches to solve EDP have been proposed. However, protecting the privacy-sensitive data of individual generator nodes has been largely overlooked in the existing solutions. In this work, we show an attack against an existing auction-based EDP protocol considering a non-colluding semi-honest adversary. We briefly introduce our approach to a practical privacy-preserving EDP solution as our work in progress.
Gaps in basic math knowledge are among the biggest obstacles to a successful start in university. Students starting their studies in STEM disciplines display significant diversity, “math anxiety” is a widespread phenomenon, and the transition to a self-determined way of studying presents a huge challenge. Universities offer support measures such as preparatory courses. Over the years, Offenburg University realized that with increased diversity, traditional ways of teaching in front of the class have become inefficient. The majority of the students remained inactive and just listened to the teachers’ explanations and the few active participants’ answers.
Since 2013 our new course concept fosters a shift from teaching to active learning on a large scale, involving several hundred participants of our on-site preparatory math courses. This switch to broad active practicing, however, must go hand in hand with providing individual support for an increasingly diverse student body. Meanwhile students bring along their mobile devices, and the training App TeachMatics serves as a facilitator. The course concept has been very well received by both students and teachers.
Die Unternehmenslandschaft, nicht nur in Deutschland, sondern weltweit, wird aktuell gerade in all ihren Bereichen vor allem von der stetig wachsenden Welle der Digitalisierung nachhaltig geprägt. Die ganzen Auswirkungen davon in der Zukunft lassen sich im Augenblick oft noch nicht einmal ansatzweise erahnen. Das hier zu beobachtende Collingridge-Dilemma besteht darin, dass Wirkungen nicht leicht prognostiziert werden können, solange die betreffenden Technologien noch nicht ausreichend entwickelt und in Folge entsprechend weit verbreitet sind. Deren Gestalten beziehungsweise gewünschtes Ändern und Anpassen werden jedoch umso schwieriger, je intensiver die Technologien bereits verwurzelt sind. Die Digitalisierung stellt dabei nur einen, wenn auch wohl gravierendsten Aspekt derartiger Veränderungserscheinungen beziehungsweise -herausforderungen dar. Der Wandel des wirtschaftlichen und politischen Umfeldes auf globaler Ebene ist unumstritten. Zugleich ist eine zunehmende Komplexität festzustellen, die es erschwert, im Sinne einer verlässlichen Planung heute solide fundierte Entscheidungen für die zukünftige Entwicklung zu treffen.
The need to measure basic aerosol parameters has increased dramatically in the last decade. This is due mainly to their harmful effect on the environment and on public health. Legislation requires that particle emissions and ambient levels, workplace particle concentrations and exposure to them are measured to confirm that the defined limits are met and the public is not exposed to harmful concentrations of aerosols.
Climate change and resultant scarcity of water are becoming major challenges for countries around the world. With the advent of Wireless Sensor Networks (WSN) in the last decade and a relatively new concept of Internet of Things (IoT), embedded systems developers are now working on designing control and automation systems that are lower in cost and more sustainable than the existing telemetry systems for monitoring. The Indus river basin in Pakistan has one of the world's largest irrigation systems and it is extremely challenging to design a low-cost embedded system for monitoring and control of waterways that can last for decades. In this paper, we present a hardware design and performance evaluation of a smart water metering solution that is IEEE 802.15.4-compliant. The results show that our hardware design is as powerful as the reference design, but allows for additional flexibility both in hardware and in firmware. The indigenously designed solution has a power added efficiency (PAE) of 24.7% that is expected to last for 351 and 814 days for nodes with and without a power amplifier (PA). Similarly, the results show that a broadband communication (434 MHz) over more than 3km can be supported, which is an important stepping stone for designing a complete coverage solution of large-scale waterways.
Passive hybridization of battery cell and photovoltaic cell: modeling and experimental validation
(2017)
Finding clusters in high dimensional data is a challenging research problem. Subspace clustering algorithms aim to find clusters in all possible subspaces of the dataset where, a subspace is the subset of dimensions of the data. But exponential increase in the number of subspaces with the dimensionality of data renders most of the algorithms inefficient as well as ineffective. Moreover, these algorithms have ingrained data dependency in the clustering process, thus, parallelization becomes difficult and inefficient. SUBSCALE is a recent subspace clustering algorithm which is scalable with the dimensions and contains independent processing steps which can be exploited through parallelism. In this paper, we aim to leverage, firstly, the computational power of widely available multi-core processors to improve the runtime performance of the SUBSCALE algorithm. The experimental evaluation has shown linear speedup. Secondly, we are developing an approach using graphics processing units (GPUs) for fine-grained data parallelism to accelerate the computation further. First tests of the GPU implementation show very promising results.
Polygeneration systems are a key technology for the reduction of primary energy usage and emissions. High costs, lack of flexibility and effort for parameterization hinder the wide usage of modeling tools during their conceptual design. This paper describes how planning tools can be structured for the conceptual design phase where only little information is available to the planner. A library concept was developed using the principles of object-oriented modeling to address the flexibility issue. With respect to cost and expandability, the open-source modeling language Modelica was chosen. Furthermore, easy-to-parameterize component models were developed. In addition to the improved library concept and novel component models, an easy-to-adapt control concept is proposed. The component models were validated and the applicability of the library was demonstrated by means of an example. It was shown that the data usually obtained from spec sheets are sufficient to parameterize the models. In addition to this, the control concept was approved.
Im vorliegenden Bericht werden die Arbeiten und Ergebnisse der Hochschule Offenburg (HSOG) des Teilvorhabens 3 (TV3) dargestellt. Im Rahmen dieses Teilvorhabens war die HSOG direkt in das Teilprojekt 3 – berufsbegleitender Bachelorstudiengang Informatik/IT-Sicherheit – involviert. Für dieses Teilprojekt wurden Studieninhalte entwickelt und die Pilotierung für ausgewählte Jahrgänge durchgeführt.
Dieses Lehrbuch ermöglicht dem Anfänger in der 3D-Modellierung einen schnellen Einstieg in die Arbeit mit dem cloudbasierten CAD-System Onshape, das über das Internet einen einfachen Zugang zu praxisorientiertem CAD bietet. Der Schwerpunkt liegt dabei auf den grundlegenden Funktionen zur Modellierung von Einzelteilen und Baugruppen, sowie in der Erstellung von einfachen technischen Zeichnungen. Dabei werden bei jedem Schritt die besonderen Anforderungen an eine 3D-Druck-gerechte Gestaltung erläutert und umgesetzt. Somit ist das Ergebnis dieser „Schritt für Schritt“-Anleitung die vollständige Modellierung eines Miniatur-Automobils, das am 3D-Drucker in ein reales Modell umgesetzt werden kann. Das didaktische Konzept ist so ausgelegt, dass alle Schritte für ein Selbststudium geeignet sind. Die aktuelle Auflage basiert jetzt auf der deutschen Version und erläutert die Nutzung von Zusatzfunktionen mittels App.
Online-Marketing-Controlling
(2017)