# Data-Driven Approach for a Continuous Information Flow in a Closed-Loop Supply Chain

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/data-driven-approach-for-a-continuous-information-flow-in-a-closed-loop-supply/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Celine Letzgus,Jennifer Alica Kirsch,Thomas Bauernhansl |
| Citations | 0 |
| DOI | 10.1007/978-3-031-77429-4_56 |
| Fields | Engineering |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://link.springer.com/content/pdf/10.1007/978-3-031-77429-4_56.pdf |
| OpenAlex ID | https://openalex.org/W4406086441 |
| Type | conference-paper |
| Year | 2025 |

## Paper authors

- [Celine Letzgus](https://scholariq.org/researchers/celine-letzgus/)
- [Jennifer Alica Kirsch](https://scholariq.org/researchers/jennifer-alica-kirsch/)
- [Thomas Bauernhansl](https://scholariq.org/researchers/thomas-bauernhansl/)

## Paper journal

- [Lecture notes in mechanical engineering](https://scholariq.org/journals/lecture-notes-in-mechanical-engineering/)

## Paper primary topic

- [Digital Transformation in Industry](https://scholariq.org/topics/digital-transformation-in-industry/)

## Paper topics

- [Digital Transformation in Industry](https://scholariq.org/topics/digital-transformation-in-industry/)
- [Flexible and Reconfigurable Manufacturing Systems](https://scholariq.org/topics/flexible-and-reconfigurable-manufacturing-systems/)
- [Green IT and Sustainability](https://scholariq.org/topics/green-it-and-sustainability/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.