Results

Here you will see an overview of the results of our research & development: In our annual studies, we answer questions from the community. The goal of each project is to develop directly applicable results such as practical guides or demonstrators. Because study results are proprietary information of ICNAP, they cannot be described in detail on this website. In ICNAP Research, the three participating Aachen Fraunhofer Institutes conduct research in ICNAP's thematic areas in biannual project sprints. Several times a year, we show what we are currently working on in those projects.

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  • ICNAP Study Report 2023

    Study Report / ICNAP / November 27, 2023

    The "ICNAP Study Report 2023" presents the results of five collaborative research and development studies conducted by the International Center for Networked Adaptive Production (ICNAP) and its industry partners in 2023. They condense current findings, facts, figures, and results from discussion, workshops, research, and development collaborations between researchers and partner companies in the ICNAP community.

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  • Research Phase 5 / 2023

    Quantum Computing Potentials for manufacturing companies

    Research Results / November 01, 2023

    The project involved collecting a set of use cases from scientific publications and ongoing scientific and industrial projects, wherein a two-dimensional clustering was performed based on compute objectives and sectors of research.

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  • Research Phase 5 / 2023

    Preharvesting Quality Control

    Research Results / November 01, 2023

    In this project, a computer vision-based system for crop quality control has been developed, facilitating continuous and non-destructive preharvest quality assessment for efficient and sustainable indoor production of plant-based foods.

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  • Research Phase 4 / 2023

    Manufacturer Independent Machine Transferability

    Research Results / August 01, 2023

    For many processes, companies require a secure transfer across company boundaries. In this project, we built a permissioned blockchain network that enables a secure transfer between two different companies.

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  • Research Phase 4 / 2023

    Assessment of AI Use Cases

    Research Results / June 01, 2023

    In this project, active and semi-supervised learning principles were used to test efficient and interactive training of deep learning systems.

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  • Research Phase 4 / 2023

    Data Synthesis

    Research Results / April 01, 2023

    This project researched and evaluated approaches to image data synthesis for machine learning systems in manufacturing, which were implemented for two use cases: tool classification and classification of surface structures after laser polishing.

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