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Two experts from Karlsruhe Institute of Technology (KIT) give insights how the production of the future can be designed more economical and sustainable.
Machine Learning and Digital Twins for Quality Improvements in the Supply Chain
To enable the economical production of high-precision products, intelligent quality control strategies exist to proactively avoid non-conforming parts by e.g. pairing counteracting components. This is performed by predicting functional deviations of the assembled product with the help of digital twins. The presentation focusses on best practices and challenges to develop machine learning based complex regression models in a global production network.
Green and Sustainable Production - How Circular Economy can save Resources and create Value
Natural resources are becoming increasingly scarce and the sustainability of products and production is more and more focused - both of customers and politics. One way to meet the resulting challenges is the circular economy. This seeks to keep products, components, and materials at their highest utility and value throughout their lifecycle and aims to reduce waste through the specific design of materials, products, systems, and business models. Despite the potential offered by an areawide circular economy, many challenges remain. Several use-cases will therefore be presented to show how these challenges can be overcome and how a successful introduction can be achieved.
Agenda
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Machine Learning and Digital Twins for Quality Improvements in the Supply Chain
Speakers
Rainer Silbernagel
Research Associate at KIT- 德国卡尔斯鲁厄理工学院Expertise:
- Industry 4.0 in global production networks
- Quality-driven control of production and logistics in global production networks
- Quality-driven supply chain management
- Incentives and business models of collaborative production networks
Digitalisation of the supply chain in machinery and plant engineering
Green and Sustainable Production - How Circular Economy can save Resources and create Value
Speakers
Kevin Gleich
Research Associate at KIT- 德国卡尔斯鲁厄理工学院Expertise:
- Global production strategies
- Sustainable production at network level with focus on Industry 4.0
- Gaia-X in production
Speakers
Kevin Gleich
Research Associate at KIT- 德国卡尔斯鲁厄理工学院
Expertise:
- Global production strategies
- Sustainable production at network level with focus on Industry 4.0
- Gaia-X in production
Rainer
Silbernagel
Research Associate at KIT- 德国卡尔斯鲁厄理工学院
Expertise:
- Industry 4.0 in global production networks
- Quality-driven control of production and logistics in global production networks
- Quality-driven supply chain management
- Incentives and business models of collaborative production networks
Digitalisation of the supply chain in machinery and plant engineering
Sponsors and Partners
Organizer
wbk Institute of Production Science
Shorter product life-cycles, diverse variety, increasing pace of innovations and increasing complexity in production technology place increased demands on the industry. Consequently, entrepreneurial decisions bear high risks, which in turn requires not only new forms of teamwork but also for the business network to be viewed as one whole production system. The core components processes, organizations and resources must permit a high development and innovation capability corresponding to the dynamic company demands. Therefore, the aim of the production systems department is the development of methods and tools for target orientated designing and optimization of quicker, more robust and more efficient production systems. New approaches will be developed according to individual industrial requirements starting from strategic business planning and organization right upto production control, and this being transformed into a company's success.
https://www.wbk.kit.edu/english/index.php
TRENT
The implementation phase of TRENT, the Transnational Competence Center for Environmental Technology and Research Jiangsu Baden-Württemberg, is funded by the Ministry of the Environment, Climate Protection and the Energy Sector of the State of Baden-Württemberg from November 2020 to April 2023. In addition to Karlsruhe Institute of Technology (KIT) and the State Agency for Environmental Technology and Resource Efficiency Baden-Württemberg (UTBW), the office of Baden-Württemberg International in Nanjing (BW_i Nanjing) is also contributing to the competence center with its network in Jiangsu.
https://www.trent-platform.info/index.php