Publications

A new Software Driven external Sensor System for Industrial Robots featured image

A new Software Driven external Sensor System for Industrial Robots

For decades, laser tracker and total stations have been the state of the art to measure externally the position disturbances in robotic systems. High system costs limit their usage …

bernd-bertschinger
Laser Tracker Placement Optimization for Highly Flexible Manufacturing Systems featured image

Laser Tracker Placement Optimization for Highly Flexible Manufacturing Systems

In recent years, modular and reconfigurable manufacturing systems have gained attention for their fast adaptability to product changes. While system design is now highly automated, …

max-goebels

Towards a Generalised Information Modell: A Bayesian Network Approach for PPR-Representation

The advancement of Industry 4.0 necessitates the abstraction of production processes to develop software-defined value streams. Existing approaches often suffer from limitations …

alexander-bott
From Toy Problems to Industrial Reality: The wbk Assembly Benchmark featured image

From Toy Problems to Industrial Reality: The wbk Assembly Benchmark

The wbk Industrial Assembly Task Board is a modular benchmark designed to address the complexities of robotic assembly tasks beyond the traditional peg-in-hole paradigm. This task …

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Jan Baumgärtner
Learning Optimal Design Manifolds to Design More Practical Robotic Systems featured image

Learning Optimal Design Manifolds to Design More Practical Robotic Systems

Introduces the optimal design manifold for understanding and optimizing robotic system design, enabling selection of the most practical optimal design.

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Jan Baumgärtner
Beyond proxies: A direct time-optimal approach to robot cell layout optimization featured image

Beyond proxies: A direct time-optimal approach to robot cell layout optimization

Cycle time is critical in robotic cells where material handling often presents a bottleneck and in turn depends on the cell layout. Optimizing robot cell layouts is therefore …

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Jan Baumgärtner
From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-of-Life Products featured image

From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-of-Life Products

To support the circular economy, robotic systems must not only assemble new products but also disassemble end-of-life (EOL) ones for reuse, recycling, or safe disposal. Existing …

jan-baumgartner
A Control Architecture for Robust and Resilient Circular Factories under Uncertain Conditions featured image

A Control Architecture for Robust and Resilient Circular Factories under Uncertain Conditions

Resource depletion and environmental harm highlight the need for more sustainable manufacturing methods like circular manufacturing. Circular manufacturing methods such as …

f.-bail
Milling using two mechatronically coupled robots featured image

Milling using two mechatronically coupled robots

Industrial robots are commonly used in various industries due to their flexibility. However, their adoption for machining tasks is minimal because of the low dynamic stiffness …

max-goebels
Efficient Deployment of Machine Learning Models in Manufacturing and Industrial Environments using ROS featured image

Efficient Deployment of Machine Learning Models in Manufacturing and Industrial Environments using ROS

This paper presents a deployment concept that aims to overcome the challenges in the implementation of Machine Learning (ML) models in manufacturing and industrial environments. In …

marvin-frisch
One Problem, One Solution: Unifying Robot Design and Cell Layout Optimization featured image

One Problem, One Solution: Unifying Robot Design and Cell Layout Optimization

Unified formulation for simultaneous robot design and cell layout optimization, achieving up to eight times better solutions than separate optimization.

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Jan Baumgärtner

Towards a Testing Framework for Machine Learning Model Deployment in Manufacturing Systems

The deployment of machine learning models in manufacturing systems presents unique challenges, necessitating robust testing procedures to ensure reliable and efficient operation. …

imanuel-heider
Supervised Domain Adaptation for Surface Defect Detection Leveraging Partial Data Availability featured image

Supervised Domain Adaptation for Surface Defect Detection Leveraging Partial Data Availability

Novel domain adaptation approach for surface defect detection that handles partial data availability using modified triplet loss and two-stage training.

imanuel-heider
Quasi Time-Optimal Path Tracking for Pneumatic Robots Considering Third-Order Actuator Constraints featured image

Quasi Time-Optimal Path Tracking for Pneumatic Robots Considering Third-Order Actuator Constraints

Presents a quasi time-optimal path tracking approach for pneumatic robots that accounts for third-order actuator dynamics.

gajanan-kanagalingam
Generalized Partially Destructive Disassembly Planning for Robotic Disassembly featured image

Generalized Partially Destructive Disassembly Planning for Robotic Disassembly

Generalized approach to destructive disassembly planning that automatically derives destructive actions from symbolic and geometric models.

malte-hansjosten
Camera Placement Optimization for a Novel Modular Robot Tracking System featured image

Camera Placement Optimization for a Novel Modular Robot Tracking System

Novel optical tracking system with optimized camera placement for high-accuracy industrial robot tasks.

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Jan Baumgärtner
Increasing Robot Precision by Stroke Division featured image

Increasing Robot Precision by Stroke Division

Proposes using a second robot to adjust workpiece position during manufacturing, forming a high-precision dual-robot system.

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Jan Baumgärtner
Optimal Robot Workpiece Placement for Maximized Repeatability featured image

Optimal Robot Workpiece Placement for Maximized Repeatability

When choosing an industrial robot, repeatability is often one of the most important decision factors. But repeatability is not a global property, instead, it strongly depends on …

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Jan Baumgärtner
Highly dynamic robotic leg for non-biomimetic walking robots featured image

Highly dynamic robotic leg for non-biomimetic walking robots

Due to a predisposition of DNA to generate symmetric anatomy, there are no tripedal animals in nature. Yet, threelegged walking might be the sweet spot between the energy …

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Jan Baumgärtner
TriP: A Python package for the kinematic modeling of serial-parallel hybrid robots featured image

TriP: A Python package for the kinematic modeling of serial-parallel hybrid robots

Python package for kinematic modeling of serial-parallel hybrid robots.

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Jan Baumgärtner