Keep the Human in the Loop: Arguments for Human Assistance in the Synthesis of Simulation Data for Robot Training

C Liebers, P Megarajan, J Auda, TC Stratmann… - Multimodal …, 2024 - mdpi.com
Robot training often takes place in simulated environments, particularly with reinforcement
learning. Therefore, multiple training environments are generated using domain …

Integrated virtual commissioning of a ROS2-based collaborative and intelligent automation system

E Erős, M Dahl, A Hanna, A Albo… - 2019 24th IEEE …, 2019 - ieeexplore.ieee.org
In order to adapt to stricter system delivery and integration requirements, virtual
commissioning (VC) has become a well adopted practice in industry. VC is getting …

Exploration of two safety strategies in human-robot collaborative manufacturing using Virtual Reality

GC Vosniakos, L Ouillon, E Matsas - Procedia manufacturing, 2019 - Elsevier
Abstract “beWare of the Robot” is a custom-designed Virtual Reality application and
implemented as a platform for simulating in real-time Human-Robot collaboration in …

A system for human-in-the-loop simulation of industrial collaborative robot applications

M Metzner, D Utsch, M Walter… - 2020 IEEE 16th …, 2020 - ieeexplore.ieee.org
As full automation is often not achievable in flexible production, collaborative robot systems
offer potential for an increase in productivity for manual systems. These systems however …

Seven Levels of Detail to structure use cases and interaction mechanism for the development of industrial Virtual Reality applications within the context of planning …

E Schäffer, M Metzner, D Pawlowskij, J Franke - Procedia CIRP, 2021 - Elsevier
Abstract The term Virtual Reality (VR), is very well known in the consumer goods and
entertainment sector. The visual presentation of the VR environment is typically achieved via …

Human-in-the-loop simulation for virtual commissioning of human-robot-collaboration

P Rueckert, S Muenkewarf, K Tracht - Procedia CIRP, 2020 - Elsevier
The interaction of human and machine in assembly, as applied in collaborative robotic
systems, offers a great potential for a higher flexibility of production systems and the …

An open extended reality platform supporting dynamic robot paths for studying human–robot collaboration in manufacturing

A Angelidis, E Plevritakis, GC Vosniakos… - The International Journal …, 2024 - Springer
Human–robot collaboration (HRC) in manufacturing allows advantageous distribution of
tasks, eg exploiting robot accuracy and human dexterity, safety being of paramount …

Virtual reality for virtual commissioning of automated guided vehicles

C Allmacher, M Dudczig, S Knopp… - 2019 IEEE Conference …, 2019 - ieeexplore.ieee.org
The development process of automated guided vehicles (AGV) can be supported by virtual
commissioning, which comprises the validation of functionality using a simulation of the …

Human-computer-machine interaction for the supervision of flexible manufacturing systems: a case study

JD Hernandez, ES Cespedes, DA Gutierrez… - IFAC-PapersOnLine, 2020 - Elsevier
Production is moving from mass-production to 'mass-customization'and 'personalization'(lot-
size-one). Accordingly, modern manufacturing systems must become more agile and …

Intuitive interaction with virtual commissioning of production systems for design validation

M Metzner, L Krieg, J Merhof, T Ködel, J Franke - Procedia CIRP, 2019 - Elsevier
As industrial production system complexity increases, digital planning and virtual
commissioning become critical steps in the design validation phase of automated production …