Bizarim
Menu

Research library

Search papers on equipment connectivity, quality inspection, production analysis, and manufacturing work.

Search and filter

Paper list

T16. Manufacturing knowledge graphs and semantic layers

Research on giving plant data a shared meaning across systems.

  1. T16-8Candidate approachSince 2025

    Intent-Driven Smart Manufacturing Integrating Knowledge Graphs and Large Language Models

    Authors
    Takoua Jradi, John Violos, Dimitrios Spatharakis, Lydia Mavraidi, Ioannis Dimolitsas, Aris Leivadeas, Symeon Papavassiliou
    Year
    2026
    Venue
    arXiv (cs.AI)

    Korean review of T16-8

  2. T16-6Structural parallelSince 2025

    Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations

    Authors
    Madhulatha Mandarapu, Sandeep Kunkunuru
    Year
    2026
    Venue
    Agents+Graph (AG2026) workshop, VLDB 2026

    Korean review of T16-6

  3. T16-7Similar problemSince 2025

    Fault Cause Identification across Manufacturing Lines through Ontology-Guided and Process-Aware FMEA Graph Learning with LLMs

    Authors
    Sho Okazaki, Kohei Kaminishi, Takuma Fujiu, Yusheng Wang, Manu Sasidharan, Jun Ota
    Year
    2026
    Venue
    arXiv (cs.IR)

    Korean review of T16-7

From research to product use

Operating capabilities, pilots, and technologies in development are identified separately.

View technology