SEARCH

Control, Planning & Decision-Making

• /en/research-topics/control-planning-decision-making

(e.g., PID) still dominate the current industrial standard for the control of real-world complex dynamical systems. Linear controllers disallow systematic consideration of the system-inherent properties [...] Lösung Sustainable & Opti­mal Manufacturing­ Systems Research Groups Involved Research Group Complex Dynamical Systems Research Group High-Perfor­mance Vision Systems × Kontakt Formular Pflichtfelder sind mit [...] markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center VAC +43 664 88256087 tobias.glueck(at)ait.ac.at × Kontakt Formular Pflichtfelder

• Relevance:
  82%

System Design, Modelling & Identification

• /en/research-topics/system-design-modelling-identification

Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] relations and interactions, boundaries and interfaces, dominant nonlinearities, as well as their dynamic behaviour and its relevant time scales. Furthermore, we assess deterministic or stochastic behaviour [...] highly innovative automation systems are mathematical models of the underlying system. Complex dynamical systems are characterised by challenging properties like nonlinearities, multiple-inputs-multip

• Relevance:
  84%

AI & Machine Learning

• /en/research-topics/ai-machine-learning

which we then implement. Reinforcement Learning & Approximate Dynamic Programming In theory, multistage decision problems can be solved by dynamic programming (DP), a method for determining optimal control [...] y intractable. We address and overcome this hurdle using reinforcement learning and approximate dynamic programming . Both produce suboptimal policies/control inputs with, however, sufficiently adequate [...] Selecting and training the right model for the right task allows us to solve problems such as static or dynamic regression, predictive maintenance, and outlier or anomaly detection. Model Selection & Assessment

• Relevance:
  82%

Art and science

• /en/blog/art-and-science

ce" at AIT, used spirography to address the constant changes in society and technology. Complex dynamic systems After the finale of the project " capture " with a (virtual) talk between Judith Fegerl, [...] next round: The Viennese artist duo Process Studio will cooperate with the Competence Unit Complex Dynamical Systems of the AIT Center for Vision, Automation & Control. ABOUT ARTTEC at AIT Since 2016, the

• Relevance:
  50%

Putting people at the center

• /en/blog/putting-people-at-the-center

the European Green Deal and the EU digitization strategy. As Andreas Kugi, professor of complex dynamic systems at the Technical University and co-director of the Center for Vision, Automation & Control

• Relevance:
  25%

Research for a more livable city

• /en/blog/research-for-a-more-livable-city

split, as well as CO2 and energy savings," explains Anita Graser, researcher at the Competence Unit "Dynamic Transportation Systems" at AIT. The AIT's City Intelligence Lab can be used, among other things,

• Relevance:
  28%

Smart grids at risk

• /en/blog/smart-grids-at-risk

distinguish between random commonalities and causal relationships. If a process deviates from the usual dynamics, an alarm is sent to the system administrator. And then everything has to happen very quickly: As

• Relevance:
  38%

Social Distancing

• /en/blog/social-distancing

Previous element Next element "The movements of people as individuals, in groups, or even in crowds are dynamic, making it difficult to predict what implications different actions will have," Seer said. But with

• Relevance:
  36%

SEED

• /en/research-topics/road-safety-accident-research/projects/seed

hand, the aforementioned sources of danger and the driving dynamics of e-scooters are to be analysed in a well-founded manner. The driving dynamics data will be collected and evaluated using objective measurement [...] Current regulations largely place e-scooters on an equal footing with bicycles. From a driving dynamics point of view, however, there are significant differences between these vehicle types. Reports of [...] detailed accident files and not through a simple database query as is usually the case. The driving dynamics differ greatly from bicycles, but even between the different e-scooter models, significant differences

• Relevance:
  89%

Automated aerial vehicles support emergency forces

Crisis and disaster situations, major emergencies, safety-critical events and dynamically changing security situations pose enormous challenges for emergency forces. Innovative technical solutions are

• Relevance:
  66%

Assistive & Autonomous Systems

• /en/about-the-ait/center/center-for-vision-automation-control/assistive-autonomous-systems

for Vision, Automation & Control To the Research Groups High-Performance Vision Systems Complex Dynamical Systems Folder & Flyer ASSISTIVE & AUTONOMOUS SYSTEMS Download Autonomous Forklift Download TinyScan360°

• Relevance:
  45%

Complex Dynamical Systems

• /en/about-the-ait/center/center-for-vision-automation-control/complex-dynamical-systems

Complex Dynamical Systems The Competence Unit Complex Dynamical Systems (CDS) conducts applied research in the field of Dynamical System Theory with application to Industrial Automation. Digitisation, [...] markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center VAC +43 664 88256087 tobias.glueck(at)ait.ac.at To the Center for Vision, Automation [...] Association PODCAST From Quality Inspection to Quality Control (only in German) Folder Complex Dynamical Systems Download Autonomous Forklift Download

• Relevance:
  93%

DraussenDaheim

• /en/research-topics/drc/projects/draussendaheim

all groups can also feel "at home outside" in their immediate neighbourhood. In this context, dynamically adaptive usage options and accessibility analyses over the course of the day and week are being [...] those affected (e.g. VR/AR visualisations) will be developed and evaluated, enabling citizens to dynamically negotiate and organise the use of space in the future. Project consortium AIT Austrian Institute

• Relevance:
  64%

Autonomous working machines

scheduled to go into operation in summer 2022. Contact Patrik Zips Senior Scientist Complex Dynamical Systems Center for Vision, Automation & Control patrik.zips@ait.ac.at

• Relevance:
  58%

New artist-in-residence project with Process Studio

currently working with the Center for Vision, Automation & Control (Competence Unit Complex Dynamical Systems) on a concept for another exhibition, which will be on display in the foyer in autumn.  

• Relevance:
  66%

3D Printed Blood Pumps

printing processes, which are provided with very fine surface structures. The compatibility and fluid dynamic influence of these microstructures in the human body is another object of investigation. An almost

• Relevance:
  66%

Form Finding Structures for Optimizing the Distribution of Forces

Association for Bridge and Structural Engineering (IABSE) Austria by Dr. Alois Vorwagner (AIT Structural Dynamics Expert, Deputy Chair IABSE Austria), Prof. Alfred Strauss (BOKU, Chair IABSE Austria) and Dr. Roman

• Relevance:
  65%

SeNSE: Sustainable next-generation lithium-ion battery technology

sustainability and recyclability, reduced production costs and a battery management system coupled to dynamic in-cell sensors to enable faster charging. AIT works in collaboration with other partners in SeNSE

• Relevance:
  55%

ARTTEC at AIT continues

They are supported by the Center for Vision, Automation & Control (Competence Unit Complex Dynamical Systems). The result is to be seen at the end of summer.  What is ARTTEC at AIT?  Since

• Relevance:
  66%

That was the ARTTEC Finale

e in cooperation with our Center for Vision, Automation & Control (Competence Unit Complex Dynamical Systems). At the talk, Judith was joined by our Scientific Managing Director, Wolfgang Knoll, the

• Relevance:
  67%