Modules

16 results

Areas of Specialization16

Codified Structural Design: Probabilistic Fundamentals and Engineering PracticeNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou learn the probabilistic foundations on which today's design codes are based, and you apply these to both theoretical and practical questions. The focus is on code-based design principles and their application to structural systems (in particular concrete construction). In the end you will be able to assess reliability, connect partial safety factor methods with a probabilistic framework, and practically implement advanced modeling approaches.3 ECTSruns this semesterED130121RisikoanalyseNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityIn this module you will learn how uncertainty and randomness in engineering problems are modeled and analyzed. By the end you will be able to select suitable probabilistic models, analyse data with Matlab, evaluate system reliability, and assess the quality of probabilistic analyses.6 ECTSruns this semesterBGU60020Stochastische Finite Elemente MethodeNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn the fundamentals and numerical methods of stochastic finite element method for uncertainty quantification in elastostatic systems. In the end you will be able to describe random variables and random fields, discretize random fields, and apply both Monte Carlo and spectral methods for uncertainty propagation in linear elastostatic problems.6 ECTSruns this semesterBGU60019System- und Funktionale SicherheitNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn to describe, abstract, and delineate systems (products or processes) from their surroundings in such a way that potential system failures can be identified and evaluated. In the end you will be able to analyze hazards, assess risks, and derive appropriate measures for system and functional safety.5 ECTSruns this semesterED130009Trends in Risiko und SicherheitNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityIn this module you will hear lectures from experts from industry, authorities and research on current topics in risk and safety and discuss the practical challenges with them. By the end you will be able to understand applications of risk and safety assessment from practice and research and connect your theoretical knowledge with concrete practical insights.3 ECTSruns this semesterED130035
11 more in Areas of SpecializationZuverlässigkeitstheorieNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou learn how to formulate reliability analyses for real technical structures and systems, establish probabilistic models for loads and materials, and estimate failure probabilities. In the end you can apply various approximation methods and simulation techniques, create response surfaces and interpret results, as well as evaluate sensitivities and influence factors.3 ECTSruns this semesterBV600004Abschätzung von seltenen Ereignissen und VersagenswahrscheinlichkeitenNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn methods for estimating probabilities of rare events and reliability analysis. After the module you can apply modern simulation and approximation techniques to numerically estimate rare events and update results with observations, as well as implementings e.g. in Python or Matlab.3 ECTSno date this semesterBGU60018Computergestützte Datenanalyse mit PythonNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou learn to formulate data-analytic questions as computational problems and implement complete analysis workflows in Python. In the end you will be able to clean and prepare datasets, apply basic models (regression, classification, dimensionality reduction), interpret results, and communicate decision-relevant statements under uncertainty.5 ECTSno date this semesterED130116Einführung in Stochastische SchwingungenNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou learn the theory of linear stochastic vibrations for technical systems. In the end you will be able to analyze linear dynamic systems under random excitation (e.g., wind, earthquakes, waves) in the time and frequency domains as well as by simulation, and make statements about safety.6 ECTSno date this semesterED130006Hochwasserrisiko und HochwassermanagementNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn to assess flood risks and plan and evaluate flood risk management measures. The module covers hydrological modeling, methods for hazard and damage assessment, and quantitative risk considerations including uncertainty and sensitivity analysis. In the end you will be able to evaluate protection measures, apply MATLAB and LARSIM in a domain-specific manner, and consider legal and societal framework conditions.6 ECTSno date this semesterBGU54009Künstliche Intelligenz im IngenieurwesenNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou learn the fundamentals of artificial intelligence and machine learning with a focus on methods relevant in engineering. In the end you will be able to name basic AI and ML concepts, select appropriate methods for engineering problems, and apply simple models for supervised, unsupervised and deep learning, particularly for image-oriented tasks.3 ECTSno date this semesterBGU65009Probabilistische ErsatzmodellierungNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will become familiar with and apply various procedures of probabilistic surrogate modeling. In the end you can design surrogate models, assess their accuracy and use them for uncertainty propagation, sensitivity analysis and reliability analysis, and implement selected methods in Matlab or Python.3 ECTSno date this semesterED130005Probabilistische Lebenszyklusanalyse und Unterhaltsmanagement von InfrastrukturbautenNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn how to probabilistically assess life-cycle, reliability and maintenance strategies for infrastructure structures under uncertainty. In the end you will be able to apply stochastic models for deterioration and monitoring, analyze life-cycle costs, and optimize inspection and monitoring strategies and implement them in Python/Matlab.3 ECTSno date this semesterBGU60017Prognostics and Health ManagementNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn methods for forecasting the degradation behavior of technical systems and for estimating their remaining service life. This includes physics-based and data-driven procedures as well as methods for uncertainty estimation. In the end, you can combine models and data to estimate remaining usage durations and prepare suitable maintenance decisions.3 ECTSno date this semesterED130013Risikobewertung und SystemzuverlässigkeitNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou learn how to assess, model, and manage risks and reliability of technical systems. In the end you can apply systematic methods of risk analysis and system reliability, select suitable models, and implement results with the help of computing tools (e.g. Matlab).6 ECTSno date this semesterBGU60021Seminar über Elemente des Machine LearningNo ratings for this module yet.Specialization Subject Engineering Risk and ReliabilityYou will learn the basics of machine learning and implement selected methods in practice. After the seminar you can formulate typical data analysis problems as ML tasks and implement simple algorithms (e.g. regression, classification, clustering, EM).3 ECTSno date this semesterBGU60024
1 more module matches, but it is taught in German. Show itPartneruniversität - WahlmodulNo ratings for this module yet.Specialization Subject Engineering Risk and Reliabilityno date this semesterBGU900010