Autor: Annika Lange

Serious Games as a Training Tool

Serious Games as a Training Tool

Game mechanics design to promote resilience
Annika Lange ORCID Icon, Thomas Knothe ORCID Icon
Unforeseen events are increasingly challenging manufacturing companies. Being resilient during crises is becoming a key competence. Serious games (SG) can help make resilience-building processes more transparent. This article derives specific requirements for SG from different phases of resilience and shows how these can be implemented in game mechanics in order to effectively support the training of resilience.
Industry 4.0 Science | Volume 42 | 2026 | Edition 2 | Pages 98-104
Robustness-enabling Properties in Business Processes

Robustness-enabling Properties in Business Processes

Identification and evaluation of characteristics related to robustness
Annika Lange ORCID Icon, Jens Mathis Rieckmann ORCID Icon, Jan Lukas Schmidt ORCID Icon, Thomas Knothe ORCID Icon
The crises of recent years have highlighted the importance of robust business processes. Even if the concept of robustness is often not clearly defined in the context of entrepreneurial activity, it can certainly be defined on the basis of various factors such as agility, adaptability and resilience. A systematic analysis of robustness and its prerequisites in the corporate context is therefore highly relevant, especially in times characterized by uncertainty.
Industry 4.0 Science | Volume 40 | 2024 | Edition 3 | Pages 27-32
Modeling of Robust Processes

Modeling of Robust Processes

Requirements for process modeling
Annika Lange ORCID Icon, Thomas Knothe ORCID Icon
In order to withstand disruptions manufacturing companies need to improve their robustness. In the past only infrastructures and resources were considered in the context of robustness, neglecting the interconnectedness of processes. However, a consideration of processes in the context of robustness is highly relevant. Process modeling is used for the design and analysis of processes. This paper describes the requirements for modeling methodology and evaluates existing approaches. (Only in German)
Industrie 4.0 Management | Volume 39 | 2023 | Edition 5 | Pages 62-65
Robust Enterprise Processes

Robust Enterprise Processes

Companies need more than robust resources
Annika Lange ORCID Icon, Thomas Knothe ORCID Icon
Whether it is the availability and costs of raw materials, energy and personnel or simply market and sales options, disruptions are increasingly influencing the business of manufacturing companies. In recent years, it has become clear that robustness, particularly in the face of a wide range of disruptions, cannot be countered by managing critical resources alone. From the authors' point of view, the design of robust corporate processes is part of the comprehensive approach. In this article, the importance of robust processes in the context of critically changing resources and infrastructures is demonstrated. (Only in German)
Industrie 4.0 Management | Volume 39 | 2023 | Edition 4 | Pages 36-39
Automated Environment Analysis – Generation of AI Training Data Sets

Automated Environment Analysis - Generation of AI Training Data Sets

Annika Lange ORCID Icon, Julia-Anne Scholz, Thomas Knothe ORCID Icon, Magdalena Scharf
To show SMEs a way to identify changes at an early stage, the interactive situation awareness monitor developed by Fraunhofer IPK is used. This gives companies an individually structured overview about their environment and their company (e. g. order situation). The area of the corporate environment is currently being expanded to include the compa- ny-specific component of automatic recognition of context-related data in order to provide relevant information to a company automatically. For this purpose, a machine learning model is developed and trained using company-specific data sets. First- ly, it is necessary to create the data sets with relevant and irrelevant environment information. For that, the PESTEL analysis is applied in this paper. Further- more, advantages and disadvantages of the analy- sis for generating data sets are discussed.
Industrie 4.0 Management | Volume 38 | 2022 | Edition 4 | Pages 19-22
Biomimetics in Holistic Production Systems

Biomimetics in Holistic Production Systems

Biomimetic Methods to Support Process Standardization in SMEs
Annika Lange ORCID Icon, Patrick Gering, Nicole Oertwig ORCID Icon, Thomas Knothe ORCID Icon
Holistic production systems (HPS) do not only produce positive effects in large companies - they also have an impact on small and medium-sized enterprises (SMEs), such as improved adherence to delivery dates. However, HPS cannot be copied from large companies to SMEs due to different initial situations and circumstances. The introduction of HPS means a high effort for SMEs. In this paper, an approach is presented on how a bionic principle can make HPS less costly and at the same time more effective for SMEs.
Industrie 4.0 Management | Volume 38 | 2022 | Edition 1 | Pages 57-60