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Birgit Vogel-Heuser

11 accepted papers

2025

Development of an Alarm Pattern Detection Scheme for Managing Alarm Floods in Bumping Process

RA-L 2025

The pursuit of high yield in semiconductor packaging manufacturing is hindered by the increasing complexity of monitoring and alarm systems, leading to alarm floods which not only interfere with operations but also mask critical issues affecting yield. Therefore, this letter proposes an Alarm Patter

Cited by 3SourceScholar
2024

Developing the Keep-Important-Samples Scheme for Training the Advanced CNN-Based Automatic Virtual Metrology Models

RA-L 2024

Virtual Metrology (VM) technology can convert offline sampling inspection into online and real-time total inspection. As the processes of high-tech industries (semiconductor or TFT-LCD) are getting more sophisticated, higher VM prediction accuracy is demanded. With regard to this requirement, the ad

Cited by 5SourceScholar
2024

Ontology Based AI Planning and Scheduling for Robotic Assembly

IROS 2024poster

The rising demand for customized products necessitates the integration of multiple robotic systems, underscoring the need for advanced production planning and scheduling. This paper introduces an ontology-based, artificial intelligence-enhanced method for dynamic task planning and scheduling, aimed…

Cited by 1SourceScholar
2024

Static Modeling of the Stiffness and Contact Forces of Rolling Element Eccentric Drives for Use in Robotic Drive Systems

IROS 2024poster

Rolling element eccentric drives promise to be an easy-to-manufacture and performant gear system for robotic actuators. They share characteristics with other eccentric drives, such as strain wave and cycloidal drives, but use rolling elements instead of an eccentric gear. They offer reduced manufact…

Cited by 0SourceScholar
2023

A Distributed Framework for Knowledge-Driven Root-Cause Analysis on Evolving Alarm Data-An Industrial Case Study

RA-L 2023

Root-cause Analysis (RCA) of alarms is a well-established research area in automated Production Systems (aPS). Many RCA algorithms have been proposed and successfully evaluated and new ones are being developed. Recently, researchers focus on the incorporation of formalized information about the tech

Cited by 7SourceScholar
2023

An Intelligent Factory Automation System With Multivariate Time Series Algorithm for Chip Probing Process

RA-L 2023

Chip-probing is the key process for IC manufacturing to its ensure quality. As the number of tests increases, the test quality and the test yield will be affected because the needles on the probe card of the tester will be contaminated by external objects or worn out. Whether a needle polish of the

Cited by 1SourceScholar
2023

Determination of the Characteristics of Gears of Robot-Like Systems by Analytical Description of their Structure

IROS 2023poster

The axes of robots and robot-like systems (RLS) usually include e-motor-gearbox-arrangements for optimal connection of the elements. The characteristics of the drive system and thus also of the robot depend strongly on the gears. Different gearbox designs are available which differ in stiffness, eff…

Cited by 3SourceScholar
2022

Introduction of an Assistance System to Support Domain Experts in Programming Low-Code to Leverage Industry 5.0

RA-L 2022

The rapid technological leaps of Industry 4.0 increase the pressure and demands on humans working in automation, which is one of the main motivators of Industry 5.0. In particular, automation software development for mechatronic systems becomes increasingly challenging, as both domain knowledge and

Cited by 5SourceScholar
2021

Measuring the Overall Complexity of Graphical and Textual IEC 61131-3 Control Software

RA-L 2021

Software implements a significant proportion of functionality in factory automation. Thus, efficient development and the reuse of software parts, so-called units, enhance competitiveness. Thereby, complex control software units are more difficult to understand, leading to increased development, test

Cited by 10SourceScholar
2019

A Framework for Automatic Initialization of Multi-Agent Production Systems Using Semantic Web Technologies

RA-L 2019

Mass customization and global competition require Cyber-Physical Systems of Systems (CPSoS) to become increasingly flexible. Modern CPSoS have to be able to create a wide and versatile variety of products, which takes centralized approaches to their limits. In addition, they have to produce these pr

Cited by 30SourceScholar
2019

Dynamic Resource Task Negotiation to Enable Product Agent Exploration in Multi-Agent Manufacturing Systems

RA-L 2019

Distributed multi-agent control has been proposed to improve the flexibility of manufacturing systems. Two important components of this control strategy are product agents, representing physical parts in the system, and resource agents, representing the system resources. Product agents request actio

Cited by 30SourceScholar