IMPsys: An Intelligent Mold Processing System for Smart Factory

Xueyi Zhou; Yohan Na; Minju Bang; Dong-Kyu Chae

IJCAI 2023poster1 citations

IMPsys: An Intelligent Mold Processing System for Smart Factory

Xueyi Zhou, Yohan Na, Minju Bang, Dong-Kyu Chae

Abstract

The explosive popularity of smart manufacturing has caught the attention of researchers in terms of intelligent mold processing and management. Machining mold components is a crucial step in the mold production process for many industries, which creates (e.g., cutting, drilling, and shaping a metal) the individual parts (e.g., core pins, ejector pins, cavities, slides, and lifters) that make up a mold used in manufacturing. We present IMPsys, an AI-based system that automatically explores machining jobs, infers their processing time and schedules them on machines, given numerous 3D modelling files of mold components. Our demo video can be found at: http://bit.ly/3EeKnyL.

Humans and AI: HAI: Intelligent user interfacesComputer Vision: CV: 3D computer visionHumans and AI: HAI: Human-AI collaborationHumans and AI: HAI: Human-computer interaction

BibTeX

@inproceedings{ijcai2023p846,
  title     = {IMPsys: An Intelligent Mold Processing System for Smart Factory},
  author    = {Zhou, Xueyi and Na, Yohan and Bang, Minju and Chae, Dong-Kyu},
  booktitle = {Proceedings of the Thirty-Second International Joint Conference on
               Artificial Intelligence, {IJCAI-23}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Edith Elkind},
  pages     = {7187--7190},
  year      = {2023},
  month     = {8},
  note      = {Demo Track},
  doi       = {10.24963/ijcai.2023/846},
  url       = {https://doi.org/10.24963/ijcai.2023/846},
}