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Year of publication
- 2016 (70) (remove)
Cyber security has become a major concern for users and businesses alike. Cyberstalking and harassment have been identified as a growing anti-social problem. Besides detecting cyberstalking and harassment, there is the need to gather digital evidence, often by the victim. To this end, we provide an overview of and discuss relevant technological means, in particular coming from text analytics as well as machine learning, that are capable to address the above challenges. We present a framework for the detection of text-based cyberstalking and the role and challenges of some core techniques such as author identification, text classification and personalisation. We then discuss PAN, a network and evaluation initiative that focusses on digital text forensics, in particular author identification.
Briefly, the two basic questions that this research is supposed to answer are:
1. Howmuch fiber is needed and how fibers should be distributed through a fiber reinforced composite (FRC) structure in order to obtain the optimal and reliable structural response?
2. How do uncertainties influence the optimization results and reliability of the structure?
Giving answer to the above questions a double stage sequential optimization algorithm for finding the optimal content of short fiber reinforcements and their distribution in the composite structure, considering uncertain design parameters, is presented. In the first stage, the optimal amount of short fibers in a FRC structure with uniformly distributed fibers is conducted in the framework of a Reliability Based Design Optimization (RBDO) problem. Presented model considers material, structural and modeling uncertainties. In the second stage, the fiber distribution optimization (with the aim to further increase in structural reliability) is performed by defining a fiber distribution function through a Non-Uniform Rational BSpline (NURBS) surface. The advantages of using the NURBS surface as a fiber distribution function include: using the same data set for the optimization and analysis; high convergence rate due to the smoothness of the NURBS; mesh independency of the optimal layout; no need for any post processing technique and its non-heuristic nature. The output of stage 1 (the optimal fiber content for homogeneously distributed fibers) is considered as the input of stage 2. The output of stage 2 is the Reliability Index (b ) of the structure with the optimal fiber content and distribution.
First order reliability method (in order to approximate the limit state function) as well as different material models including Rule of Mixtures, Mori-Tanaka, energy-based approach and stochastic multi-scales are implemented in different examples. The proposed combined model is able to capture the role of available uncertainties in FRC structures through a computationally efficient algorithm using all sequential, NURBS and sensitivity based techniques. The methodology is successfully implemented for interfacial shear stress optimization in sandwich beams and also for optimization of the internal cooling channels in a ceramic matrix composite.
Finally, after some changes and modifications by combining Isogeometric Analysis, level set and point wise density mapping techniques, the computational framework is extended for topology optimization of piezoelectric / flexoelectric materials.
Die vorliegende Arbeit fokussiert die Optimierung freigeformter adaptiver Faserverbundflächentragwerke auf Basis einer entwickelten und auf einem parametrischen Gesamtmodell basierenden Entwurfsmethode. Die Übertragung adaptiver, natürlich inspirierter Vorgänge stellt eine weitreichende Inspirationsquelle dar. Adaptive Tragwerke können unter Anwendung von Smart Materials als materialsparende, filigrane Tragwerke ausgeführt werden. Die Erfüllung der Grenzzustände der Tragfähigkeit und der Gebrauchstauglichkeit wird nicht allein über die Querschnittsabmessungen sichergestellt. Die notwendige Bauteilsteifigkeit kann vielmehr durch Eintragung von Aktivierungsenergie (Operational Energy) realisiert werden. Auf diese Weise kann die aufgrund der Bauteilabmessungen gebundene Energie (Embodied Energy) minimiert werden. Die entwickelte Entwurfsmethode ermöglicht die Auslegung und Optimierung materialminimierter Schalentragwerke in einem mehrstufigen Prozess. Hierbei wird aus tragwerksplanerischer Sicht die numerische Formfindung, die statische Berechnung und die Aktor- und Sensorpositionierung berechnet. Zudem werden Analysen hinsichtlich der Nachhaltigkeit auf Basis einer Lebenszyklusanalyse durchgeführt. Aufgrund der unterschiedlichen, sich aber gegenseitig beeinflussenden Kriterien, ist eine Optimierung durchzuführen. In der vorliegenden Arbeit wird ein Ansatz zur Definition zulässiger Ökobilanzkennwerte von Smart Materials auf Basis der Energiedifferenz zwischen einer passiven und einer adaptiven Struktur vorgestellt. Anhand dieser Kennwerte kann die Entwicklung zukünftiger Smart Materials unter dem Aspekt der ganzheitlichen Nachhaltigkeit erfolgen. Die Allgemeingültigkeit und Übertragbarkeit der Entwurfsmethode auf weitere Tragsysteme im Bauwesen und speziell anderer Materialkonstellationen wird anhand verschiedener Beispiele aufgezeigt.
The described study aims to find correlations between urban spatial configurations and human emotions. To this end, the authors measured people’s emotions while they walk along a path in an urban area using an instrument that measures skin conductance and skin temperature. The corresponding locations of the test persons were measured recorded by using a GPS-tracker (n=13). The results are interpreted and categorized as measures for positive and negative emotional arousal. To evaluate the technical and methodological process. The test results offer initial evidence that certain spaces or spatial sequences do cause positive or negative emotional arousal while others are relatively neutral. To achieve the goal of the study, the outcome was used as a basis for the study of testing correlations between people’s emotional responses and urban spatial configurations represented by Isovist properties of the urban form. By using their model the authors can explain negative emotional arousal for certain places, but they couldn’t find a model to predict emotional responses for individual spatial configurations.
A parametric method for building design optimization based on Life Cycle Assessment - Appendix
(2016)
The building sector is responsible for a large share of human environmental impacts, over which architects and planners have a major influence. The main objective of this thesis is to develop a method for environmental building design optimization based on Life Cycle Assessment (LCA) that is applicable as part of the design process. The research approach includes a thorough analysis of LCA for buildings in relation to the architectural design stages and the establishment of a requirement catalogue. The key concept of the novel method called Parametric Life Cycle Assessment(PLCA) is to combine LCA with parametric design. The application of this method to three examples shows that building designs can be optimized time-efficiently and holistically from the beginning of the most influential early design stages, an achievement which has not been possible until now.
Urban planning involves many aspects and various disciplines, demanding an asynchronous planning approach. The level of complexity rises with each aspect to be considered and makes it difficult to find universally satisfactory solutions. To improve this situation we propose a new approach, which complement traditional design methods with a computational urban plan- ning method that can fulfil formalizable design requirements automatically. Based on this approach we present a design space exploration framework for complex urban planning projects. For a better understanding of the idea of design space exploration, we introduce the concept of a digital scout which guides planners through the design space and assists them in their creative explorations. The scout can support planners during manual design by informing them about potential im- pacts or by suggesting different solutions that fulfill predefined quality requirements. The planner can change flexibly between a manually controlled and a completely automated design process. The developed system is presented using an exemplary urban planning scenario on two levels from the street layout to the placement of building volumes. Based on Self-Organizing Maps we implemented a method which makes it possible to visualize the multi-dimensional solution space in an easily analysable and comprehensible form.
Die meisten Baustellen bieten Optimierungspotential. Vor allem der Erdbau fordert durch seine hohe Dynamik und großen Unsicherheiten eine hohe Planungsleistung für jedes neue Projekt. Doch auch bei bester Planung und Vorbereitung kann der Bauprozess durch nicht vorhersehbare Einwirkungen aufgehalten werden. Dazu zählen Witterungseinflüsse, Baumaschinenausfälle, unvorhergesehene Bodenschichten und veränderte Zielsetzungen des Auftraggebers. Dies kann zu Störungen im Bauablauf führen, die eine Bauzeitverzögerung und eine Kostensteigerung nach sich ziehen. Um diese Probleme zu umgehen, sind ein verbesserter Informationsfluss, genaue Bodenaufschlüsse und eine exakte Dimensionierung des einzusetzenden Gerätes notwendig.
Hier kann Building Information Modeling (BIM) zum Einsatz kommen. Diese Anwendung bietet die Möglichkeit, die Datengenauigkeit zu erhöhen, den Informationsfluss auf der Baustelle zu verbessern, eine Informationsplattform für alle Beteiligten zu schaffen und die Abläufe transparent zu gestalten. Außerdem ermöglicht die Anwendung Planungsschritte miteinander zu verknüpfen, Kalkulationen zu vereinfachen und das Erstellen eines intelligenten Modells, das über den gesamten Lebenszyklus erweitert werden kann.
Die Grundlagen dieser Arbeit bilden die Begriffsdefinitionen zu Erdbau, Tiefbau und Building Information Modeling. Diese Arbeit setzt sich speziell mit Erdbauwerken und deren Sicherungsmaßnahmen auseinander. Darauf aufbauend wird im Rahmen einer Recherche der Forschungsstand im Bereich Building Information Modeling und Tiefbau zusammengefasst. Mit Hilfe einiger Forschungsbeiträge, -projekte, -verbände, Dissertationen und Anwendungsprogrammen wird ein Überblick geschaffen. Die Übersicht soll eine Grundlage für die weitere Forschung auf diesem Gebiet bilden. Abschließend findet eine Bewertung statt.
Über die Aufgabenstellung hinaus wird zusätzlich mit dem Softwareprogramm Revit 2014 ein Modell erstellt, um aufzuzeigen, dass das Potential auf Erdbaustellen mit BIM-Anwendungen besser ausgeschöpft werden kann. Es wird versucht eine Gabionenwand, eine Sicherungsmaßnahme von Erdbauwerken zu modellieren und sie mit Parametern auszustatten. Zusammenfassend wird das Programm für den Einsatz im Tiefbau bewertet.
This thesis suggests cooperation as a design paradigm for human-computer interaction. The basic idea is that the synergistic co-operation of interfaces through concurrent user activities enables increased interaction fluency and expressiveness. This applies to bimanual interaction and multi-finger input, e.g., touch typing, as well as the collaboration of multiple users. Cooperative user interfaces offer more interaction
flexibility and expressivity for single and multiple users.
Part I of this thesis analyzes the state of the art in user interface design. It explores limitations of common approaches and reveals the crucial role of cooperative action in several established user interfaces and research prototypes. A review of related research in psychology and human-computer interaction offers insights to the cognitive, behavioral, and ergonomic foundations of cooperative user interfaces. Moreover, this thesis suggests a broad applicability of generic cooperation patterns and contributes three high-level design principles.
Part II presents three experiments towards cooperative user interfaces in detail. A study on desktop-based 3D input devices, explores fundamental benefits of cooperative bimanual input and the impact of interface design on bimanual cooperative behavior. A novel interaction technique for multitouch devices is presented that follows the paradigm of cooperative user interfaces and demonstrates advantages over the status quo. Finally, this thesis introduces a fundamentally new display technology that provides up to six users with their individual perspectives of a shared 3D environment. The system creates new possibilities for the cooperative interaction of
multiple users.
Part III of this thesis builds on the research results described in Part II, in particular, the multi-user 3D display system. A series of case studies in the field of collaborative virtual reality provides exemplary evidence for the relevance and applicability of the suggested design principles.