AI systems for knowledge management and product development

Project: Research

Project participants

Description

As part of a multi-year research collaboration with SIEB & MEYER AG, Leuphana University Lüneburg is developing AI-supported assistance systems for the structured indexing of historical product and development data. The focus is on the challenge of using artificial intelligence methods (in particular large language models and semantic analysis techniques) to process accumulated and often heterogeneous technical information, such as control codes in C/C++, design drawings, circuit diagrams and technical documentation, in such a way that it can be used specifically to support product development and optimisation.

A particular goal of the project is to make reusable technical knowledge accessible and thus support the development of sustainable product generations. To this end, AI-based agents are being developed to take on recurring tasks in the development process, such as identifying functionally similar solutions in old inventories or suggesting design adjustments based on existing design principles. At the same time, a system is being developed for the automated analysis of designs with regard to ecological criteria. This combines AI-supported evaluation of design data with concepts from life cycle analysis (LCA) and life cycle inventory (LCI) in order to identify ecological optimisation potential at an early stage and to make concrete suggestions for improvement.

StatusActive
Period01.06.2531.05.29

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Researchers

  1. Tilottama Biswas

Publications

  1. Public service media, innovation policy and the ‘crowding out’ problem
  2. Development of a magnesium recycling alloy based on the AM alloy system
  3. Pragmatic acts of humour in family discourse in selected Maryam Apaokagi’s comedy skits
  4. Towards sustainable resource management
  5. Cognitive load theory
  6. Language Model Transformers as Evaluators for Open-domain Dialogues
  7. Contested World Order
  8. The use of intellectual capital as a competitive tool
  9. Transparency in an Age of Digitalization and Responsibility
  10. Introduction
  11. Collisions in space
  12. Knowledge acquisition and development in sustainability-oriented small and medium-sized enterprises
  13. Optimization of transport flow on two paths with respect to the passengers time costs
  14. Use of the concept of Bildung in the international science education literature, its potential, and implications for teaching and learning
  15. Form and Relation
  16. A Note on Smoking Behavior and Health Risk Taking
  17. Das Ethos reiner Fraulichkeit
  18. Geochemical Assessment of Sediment Quality Using Multivariate Statistical Analysis of Ennore Creek, North of Chennai, SE Coast of India.
  19. European and national law in history and future
  20. Harmony at the Workplace
  21. Article 3 Universal Application
  22. Identitätspolitik als Strategie der Entprivilegierung
  23. Interregional flows of multiple ecosystem services through global trade in wild species
  24. Is a severe clinical profile an effect modifier in a web-based depression treatment for adults with type 1 or type 2 diabetes ?
  25. Assessing Printability Maps in Additive Manufacturing of Metal Alloys
  26. Symbolische Politik oder echter Einfluss?
  27. A meta-analysis of the contribution of eye movements in processing emotional memories
  28. Green Finance
  29. Polizei und Gewalt
  30. [Paul Celan und] Martin Heidegger
  31. Maschinen – Sprachen
  32. Immanentism
  33. Ästhetische Bildung der Differenz
  34. Introduction
  35. Refugee social work as remote EU border control? Externalization policies and social work in Niger
  36. Notting Hill Gate 4 Basic
  37. Lively Artifacts
  38. Supply Chain Management in wachsenden Märkten
  39. Eine informationsökonomische Analyse des Handwerks
  40. Figuren der Teilhabe in Mischa Kuballs NEW POTT