@phdthesis{Adami2004, author = {Adami, Kay}, title = {Beitrag zur physikalisch nichtlinearen Analyse von Aussteifungssystemen mit Methoden der mathematischen Optimierung}, doi = {10.25643/bauhaus-universitaet.78}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20040329-812}, school = {Bauhaus-Universit{\"a}t Weimar}, year = {2004}, abstract = {Das Ziel der vorliegenden Arbeit besteht in der Entwicklung einer Strategie zur physikalisch nichtlinearen Analyse von Aussteifungssystemen. Der Anwendungsschwerpunkt umfasst neben dem traditionellen Aufgabenumfang zur Analyse neu zu errichtender Tragwerke gleichzeitig auch Planungsaufgaben, die mit Umbau- und Sanierungsmaßnahmen verbunden sind. Ver{\"a}nderungen, die sich w{\"a}hrend der Nutzungsgeschichte oder im Revitalisierungsprozess ergeben, werden in den Berechnungsmodellen ber{\"u}cksichtigt. In vielen F{\"a}llen ist es aus planerischer Sicht zweckm{\"a}ßig, die Nichtlinearit{\"a}t des Materialverhaltens zur Erschließung von Tragreserven in den normativen Nachweiskonzepten mit einzubeziehen. Der damit verbundene numerische Aufwand wird durch die Verwendung separater Modelle zur Erfassung des Querschnitts- und des Systemtragverhaltens begrenzt, ohne die Komplexit{\"a}t der Aufgabenstellung zu reduzieren. Aus detaillierten Querschnittsuntersuchungen der Tragw{\"a}nde werden integrale Materialbeziehungen abgeleitet, welche die Grundlage f{\"u}r die nichtlineare Tragwerksanalyse darstellen. Die Modellbildung gegliederter Aussteifungsw{\"a}nde basiert auf deren Zerlegung in ebene finite Stabsegmente, die sich durch die Diskretisierung in L{\"a}ngs- und in Querrichtung ergeben. Zus{\"a}tzlich zu den an den Stabenden angreifenden Normalkr{\"a}ften, Querkr{\"a}ften und Biegemomenten werden an den Elementl{\"a}ngsr{\"a}ndern Schubbeanspruchungen erfasst. Die physikalische Nichtlinearit{\"a}t wird durch die Einbeziehung integraler Materialbeziehungen an den Segmentr{\"a}ndern ber{\"u}cksichtigt. Die numerische Umsetzung erfolgt mit Methoden der mathematischen Optimierung. Die Leistungsf{\"a}higkeit der Berechnungsstrategie wird exemplarisch anhand von Untersuchungen an Aussteifungssystemen in Großtafelbauweise nachgewiesen.}, subject = {Stahlbeton}, language = {de} } @article{AlemuHabteLahmeretal., author = {Alemu, Yohannes L. and Habte, Bedilu and Lahmer, Tom and Urgessa, Girum}, title = {Topologically preoptimized ground structure (TPOGS) for the optimization of 3D RC buildings}, series = {Asian Journal of Civil Engineering}, volume = {2023}, journal = {Asian Journal of Civil Engineering}, publisher = {Springer International Publishing}, address = {Cham}, doi = {10.1007/s42107-023-00640-2}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20230517-63677}, pages = {1 -- 11}, abstract = {As an optimization that starts from a randomly selected structure generally does not guarantee reasonable optimality, the use of a systemic approach, named the ground structure, is widely accepted in steel-made truss and frame structural design. However, in the case of reinforced concrete (RC) structural optimization, because of the orthogonal orientation of structural members, randomly chosen or architect-sketched framing is used. Such a one-time fixed layout trend, in addition to its lack of a systemic approach, does not necessarily guarantee optimality. In this study, an approach for generating a candidate ground structure to be used for cost or weight minimization of 3D RC building structures with included slabs is developed. A multiobjective function at the floor optimization stage and a single objective function at the frame optimization stage are considered. A particle swarm optimization (PSO) method is employed for selecting the optimal ground structure. This method enables generating a simple, yet potential, real-world representation of topologically preoptimized ground structure while both structural and main architectural requirements are considered. This is supported by a case study for different floor domain sizes.}, subject = {Bodenmechanik}, language = {en} } @misc{Baumeyer2005, type = {Master Thesis}, author = {Baumeyer, Fred}, title = {Numerische Analyse von Verbundquerschnitten mit Methoden der mathematischen Optimierung}, doi = {10.25643/bauhaus-universitaet.557}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20111215-5578}, school = {Bauhaus-Universit{\"a}t Weimar}, year = {2005}, abstract = {Zur Tragwerksanalyse bzw. zu Tragf{\"a}higkeits- und Bemessungsaufgaben dienen Betrachtungen an ausgew{\"a}hlten Querschnitten der Tragelemente. Besonders interessieren Normalspannungs- und Dehnungsverteilungen sowie Grenzbeanspruchungsniveaus und Grenzkapazit{\"a}ten am Querschnitt. Die statische Wirksamkeit von Verbundquerschnitten basiert auf Verbundwirkung zwischen Querschnittsanteilen unterschiedlicher Materialeigenschaften (z.B. Verbundbau) oder unterschiedlicher Zeitpunkte ihrer statischen Mitwirkung (z.B. nachtr{\"a}gliche Querschnittserg{\"a}nzungen). Hierbei kommt es h{\"a}ufig zu Fehlinterpretationen des prinzipiellen Tragverhaltens. In der vorliegenden Arbeit werden numerische Berechnungsmodelle zur Querschnittsanalyse vorgestellt und das Tabellenkalkulationsprogramm MS EXCEL zur L{\"o}sung der iterativen Berechnungsalgorithmen genutzt. Betrachtet werden Querschnitte {\"u}blicher Konstruktionen des Massiv-, Stahl- und Verbundbaus (Baustahl-Beton) unter ein- oder zweiachsiger Biegebeanspruchung und Normalkraft. Zur ann{\"a}hernden Erfassung des realen Tragverhaltens zu ausgew{\"a}hlten Zeitpunkten sind nichtlineare Spannungs-Dehnungs-Beziehungen der Materialien, Vordeformationen von einzelnen Querschnittsanteilen, nachtr{\"a}gliche Erg{\"a}nzungen zu neuen statisch wirksamen Verbundquerschnitten sowie Rissbildungsmodelle im Beton ber{\"u}cksichtigt. Die im Rahmen dieser Arbeit entstandene programmtechnische Umsetzung „VerbQ" (auf Basis von MS EXCEL und MS VISUAL BASIC) wurde anhand von Beispielrechnungen vorgestellt und erl{\"a}utert.}, subject = {Stahlkonstruktion / Verbundbauweise}, language = {de} } @article{BerkowskiBoron1997, author = {Berkowski, P. and Boron, Jacek}, title = {An Algorithm of compromise structural Optimisation of Bar Structures}, doi = {10.25643/bauhaus-universitaet.526}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20111215-5264}, year = {1997}, abstract = {Authors' own research in applied unicriterial and multicriterial optimisation of bar structures, and also an analysis of accessible bibliography on structural synthesis allows to present herein an attempt to define a general algorithm for proceeding in formulation of a structural optimisation problem. A practical aspect of such an algorithm consists, in author's opinion, in enabling a designer a correct creation of a mathematical model of synthesis problems, independently of known mathematical methods employed to looking for an unconditional extremum of function of several variables. A proposed algorithm is not a ready-for-use tool for solving all the optimisation problems, but it constitutes an easy-to-expand theoretical basis. This basis should allow a designer to create a proper set of compromises on the way to construct a mathematical model of a specific optimisation problem. The algorithm, presented in the paper, is constructed as a sequence of the one-after-another problem questions, on which the designer answers: yes or no, and a set of selections from the knowledge base consisting of the elements of an optimisation problem components. The order of making questions adopted by the authors in the algorithm is subjective, however it is supported by their experience, both in applied optimisation and in designing of structures like trusses or frames.}, subject = {Stabwerk}, language = {en} } @phdthesis{Brehm2011, author = {Brehm, Maik}, title = {Vibration-based model updating: Reduction and quantification of uncertainties}, doi = {10.25643/bauhaus-universitaet.1465}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20110926-15553}, school = {Bauhaus-Universit{\"a}t Weimar}, year = {2011}, abstract = {Numerical models and their combination with advanced solution strategies are standard tools for many engineering disciplines to design or redesign structures and to optimize designs with the purpose to improve specific requirements. As the successful application of numerical models depends on their suitability to represent the behavior related to the intended use, they should be validated by experimentally obtained results. If the discrepancy between numerically derived and experimentally obtained results is not acceptable, a model revision or a revision of the experiment need to be considered. Model revision is divided into two classes, the model updating and the basic revision of the numerical model. The presented thesis is related to a special branch of model updating, the vibration-based model updating. Vibration-based model updating is a tool to improve the correlation of the numerical model by adjusting uncertain model input parameters by means of results extracted from vibration tests. Evidently, uncertainties related to the experiment, the numerical model, or the applied numerical solving strategies can influence the correctness of the identified model input parameters. The reduction of uncertainties for two critical problems and the quantification of uncertainties related to the investigation of several nominally identical structures are the main emphases of this thesis. First, the reduction of uncertainties by optimizing reference sensor positions is considered. The presented approach relies on predicted power spectral amplitudes and an initial finite element model as a basis to define the assessment criterion for predefined sensor positions. In combination with geometry-based design variables, which represent the sensor positions, genetic and particle swarm optimization algorithms are applied. The applicability of the proposed approach is demonstrated on a numerical benchmark study of a simply supported beam and a case study of a real test specimen. Furthermore, the theory of determining the predicted power spectral amplitudes is validated with results from vibration tests. Second, the possibility to reduce uncertainties related to an inappropriate assignment for numerically derived and experimentally obtained modes is investigated. In the context of vibration-based model updating, the correct pairing is essential. The most common criterion for indicating corresponding mode shapes is the modal assurance criterion. Unfortunately, this criterion fails in certain cases and is not reliable for automatic approaches. Hence, an alternative criterion, the energy-based modal assurance criterion, is proposed. This criterion combines the mathematical characteristic of orthogonality with the physical properties of the structure by modal strain energies. A numerical example and a case study with experimental data are presented to show the advantages of the proposed energy-based modal assurance criterion in comparison to the traditional modal assurance criterion. Third, the application of optimization strategies combined with information theory based objective functions is analyzed for the purpose of stochastic model updating. This approach serves as an alternative to the common sensitivity-based stochastic model updating strategies. Their success depends strongly on the defined initial model input parameters. In contrast, approaches based on optimization strategies can be more flexible. It can be demonstrated, that the investigated nature inspired optimization strategies in combination with Bhattacharyya distance and Kullback-Leibler divergence are appropriate. The obtained accuracies and the respective computational effort are comparable with sensitivity-based stochastic model updating strategies. The application of model updating procedures to improve the quality and suitability of a numerical model is always related to additional costs. The presented innovative approaches will contribute to reduce and quantify uncertainties within a vibration-based model updating process. Therefore, the increased benefit can compensate the additional effort, which is necessary to apply model updating procedures.}, subject = {Dynamik}, language = {en} } @inproceedings{BrennigSanio2004, author = {Brennig, Thomas and Sanio, Hans-Peter}, title = {New Methods of Computer Aided Optimization of Investment and Operating Costs for Buildings During Their Useful Life}, doi = {10.25643/bauhaus-universitaet.96}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20111215-965}, year = {2004}, abstract = {Current software solutions for real estate planning, construction and use, do not model the complete life cycle of a building. Well-integrated software tools exist for the planning and construction phases. Data integrity exists throughout the planning and construction phases, but problems occur at the transition to the use-phase. At this interface, the complete data set of planning and execution gets lost. Another software deficiency is that current software solutions don't handle construction work and maintenance work equally. This is why a new software generation is demanded, which continuously covers the entire workflow process from the planning phase to the demolition of a building. New data concepts have to be developed, which allow bringing work items for construction together with work items for real estate use.}, subject = {Optimierung}, language = {en} } @phdthesis{Diener1998, author = {Diener, J{\"o}rg}, title = {Beitrag zur physikalisch und geometrisch nichtlinearen Berechnung langzeitbelasteter Bauteile aus Stahlbeton und Spannbeton unter besonderer Ber{\"u}cksichtigung des nichtlinearen Kriechens und der Rißbildung}, doi = {10.25643/bauhaus-universitaet.42}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20040220-446}, school = {Bauhaus-Universit{\"a}t Weimar}, year = {1998}, abstract = {Der Schwerpunkt der Arbeit ist die Entwicklung eines Berechnungskonzeptes, mit dem die Auswirkungen des zeitabh{\"a}ngigen Materialverhaltens des Betons und der Spannbewehrung auf das Tragverhalten von Stahlbeton und Spannbetonbauteilen wirklichkeitsnah abgesch{\"a}tzt werden k{\"o}nnen. Dabei wird auf die Ber{\"u}cksichtigung des nichtlinearen Kriechens und der Rißbildung besonderer Wert gelegt. Das Konzept basiert auf der sukzessiven Ermittlung der Schnittgr{\"o}ßenanteile und der Deformationen zu festgelegten Zeitpunkten, wobei die Ergebnisse der vorausgehenden Zeitschritte ber{\"u}cksichtigt werden k{\"o}nnen. Ausgehend von der Formulierung des mechanischen Problems als Extremalaufgabe wird die Berechnung innerhalb eines Zeitschritts auf die L{\"o}sung einer quadratischen Optimierungsaufgabe zur{\"u}ckgef{\"u}hrt, wobei die Rißbildung des Betons und geometrisch nichtlineare Einfl{\"u}sse ber{\"u}cksichtigt werden k{\"o}nnen. Die Einbeziehung des nichtlinearen Kriechens erfolgt durch Beschleunigung der linearen Kriechgeschwindigkeit mit einem, von der aktuellen Betonspannung abh{\"a}ngigen Kriechzahlerh{\"o}hungsfaktor. Das Berechnungsmodell wird anhand von Langzeitversuchen an hochbelasteten Betonprismen und Stahlbetonst{\"u}tzen verifiziert. In umfangreichen numerischen Untersuchungen wird der Einfluß des nichtlinearen Kriechens auf das Tragverhalten von vorgespannten Querschnitten und Stahlbetonst{\"u}tzen analysiert.}, subject = {Stahlbetonbauteil}, language = {de} } @inproceedings{Dzwigon2003, author = {Dzwigon, Wieslaw}, title = {Qualit{\"a}t im {\"O}PNV - die Erh{\"o}hung und das Erhalten der Frequenz}, doi = {10.25643/bauhaus-universitaet.296}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20111215-2968}, year = {2003}, abstract = {Um die entsprechende Qualit{\"a}t der {\"O}PNV zu erreichen, sollte man das Verh{\"a}ltnis zwischen der Bedienungsqualit{\"a}t und dem Kostenaufwand analysieren. In den Bedingungen der anwachsenden Konkurenz aus der Seite der PKW und anderen Fuhrunternehmern soll man die Handlungen, die gr{\"o}sste Effektivit{\"a}t gew{\"a}hrleisten, aufnehmen. Es gibt viele M{\"o}glichkeiten die diese Qualit{\"a}t verbessern k{\"o}nnen, wie z.B. steigernde Frequenz der Fahrzeuge, Vergr{\"o}ßerung der Geschwindigkeit, P{\"u}nktlichkeit und Regelm{\"a}ßigkeit, Einf{\"u}hrung der Niederfußfahrzeuge und vieles mehr. Ich versuche in meinem Referat die Aspekte zu analysieren, die mit der Frequenz verbunden sind, d.h. die Erh{\"o}hung der Frequenz und das Erhalten der konstanten H{\"a}ufigkeit der Linienbusse. Das Referat umfasst die Modelle und die Beispiele. In Verbindung mit den Untersuchungen, die die Bereitschaft der Bezahlung f{\"u}r die Verbesserung der Qualit{\"a}t betreffen, kann man schon Entscheidungen treffen, die unterschiedlichen Standard der Fahrt bestimmen.}, subject = {{\"O}ffentlicher Personennahverkehr}, language = {de} } @inproceedings{FahrigNachtweyGellert2004, author = {Fahrig, Torsten and Nachtwey, Bj{\"o}rn and Gellert, Sebastian}, title = {A Product Model based Approach to Interactive CAE Design Optimization}, doi = {10.25643/bauhaus-universitaet.190}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20111215-1901}, year = {2004}, abstract = {We present a software prototype for fluid flow problems in civil engineering, which combines essential features of Computational Steering approaches with efficient methods for model transfer and high performance computing. The main components of the system are described: - The modeler with a focus on the data management of the product model - The pre-processing and the post-processing toolkit - The simulation kernel based on the Lattice Boltzmann method - The required hardware for real-time computing}, subject = {Produktmodell}, language = {en} } @article{FaizollahzadehArdabiliNajafiAlizamiretal., author = {Faizollahzadeh Ardabili, Sina and Najafi, Bahman and Alizamir, Meysam and Mosavi, Amir and Shamshirband, Shahaboddin and Rabczuk, Timon}, title = {Using SVM-RSM and ELM-RSM Approaches for Optimizing the Production Process of Methyl and Ethyl Esters}, series = {Energies}, journal = {Energies}, number = {11, 2889}, publisher = {MDPI}, address = {Basel}, doi = {10.3390/en11112889}, url = {http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20181025-38170}, pages = {1 -- 20}, abstract = {The production of a desired product needs an effective use of the experimental model. The present study proposes an extreme learning machine (ELM) and a support vector machine (SVM) integrated with the response surface methodology (RSM) to solve the complexity in optimization and prediction of the ethyl ester and methyl ester production process. The novel hybrid models of ELM-RSM and ELM-SVM are further used as a case study to estimate the yield of methyl and ethyl esters through a trans-esterification process from waste cooking oil (WCO) based on American Society for Testing and Materials (ASTM) standards. The results of the prediction phase were also compared with artificial neural networks (ANNs) and adaptive neuro-fuzzy inference system (ANFIS), which were recently developed by the second author of this study. Based on the results, an ELM with a correlation coefficient of 0.9815 and 0.9863 for methyl and ethyl esters, respectively, had a high estimation capability compared with that for SVM, ANNs, and ANFIS. Accordingly, the maximum production yield was obtained in the case of using ELM-RSM of 96.86\% for ethyl ester at a temperature of 68.48 °C, a catalyst value of 1.15 wt. \%, mixing intensity of 650.07 rpm, and an alcohol to oil molar ratio (A/O) of 5.77; for methyl ester, the production yield was 98.46\% at a temperature of 67.62 °C, a catalyst value of 1.1 wt. \%, mixing intensity of 709.42 rpm, and an A/O of 6.09. Therefore, ELM-RSM increased the production yield by 3.6\% for ethyl ester and 3.1\% for methyl ester, compared with those for the experimental data.}, subject = {Biodiesel}, language = {en} }