A5063970068- Flexible and Reconfigurable Manufacturing Systems
- Manufacturing Process and Optimization
- Sustainable Supply Chain Management
- Quality and Supply Management
- Business Process Modeling and Analysis
- Product Development and Customization
- Sustainable Industrial Ecology
- Scheduling and Optimization Algorithms
- Digital Transformation in Industry
- Semantic Web and Ontologies
- Corporate Governance and Management
Technical University of Munich
2019-2024
Production complexity has increased considerably in recent years due to increasing customer requirements for individual products. At the same time, continuous digitization led recording of extensive, granular production data. Research claims that using data mining methods can lead managing effectively. However, manufacturing companies widely do not use such methods. In order support utilizing mining, this paper presents both a literature review on definitions artificial intelligence and...
Value stream mapping is a well-established tool for analyzing and optimizing value streams in production. In its conventional form, it requires high level of manual effort often inefficient volatile high-variance environments. The idea digitizing to increase efficiency has thus been put forward. A common means suggested digitization Process Mining, field related Data Science Management. Furthermore, adding sustainability aspects also subject research. Regarding the ongoing climate crisis...
Value stream mapping (VSM) is a well-established method for analyzing production processes, material flow and information flow. Despite extensive benefits, conducting VSM manually becoming inefficient ineffective due to increasing product complexity. Concepts digitally value streams have emerged addressing the issues of manual VSM. This paper aims review existing scientific approaches concerning digitalized in context manufacturing. The are examined with regard their practicality industrial...
In today's globalized economy, global production networks (GPN) play a central role in ensuring competitiveness. The number of interconnections and size the lead to an ever-increasing complexity. With help data-driven methods, such as process mining, transparency over material flows GPNs can be increased, making complexity manageable. However, adoption mining is associated with challenges. GPN, different components are produced across various stages, each their own characteristics. course...
Abstract Die konventionelle Wertstromanalyse weist Schwächen in Bezug auf Aufwand und Reliabilität wird momentan nur selten durch digitale Werkzeuge unterstützt. Digitalisierung der bei gleichzeitiger Integration von Nachhaltigkeitsaspekten kann für produzierende Unternehmen einen Mehrwert schaffen, indem die effizienter Informationsgehalt größer wird. Dieser Beitrag stellt ein Konzept nachhaltigkeitsfokussierte vor.