Prediction of Residual Mg Contents in Ladle and Product After Graphite Spheroidizing Treatment by Using Artificial Neural Network / 黒鉛球状化処理後の取鍋及び製品の残留Mg量のニューラルネットワークによる予測
- Resource Type
- Journal Article
- Authors
- Ilgoo Kang; Kazuki Akiyama; Nozomu Uchida; Toshitake Kanno; 内田 希; 姜 一求; 秋山 和輝; 菅野 利猛
- Source
- 鋳造工学 / Journal of Japan Foundry Engineering Society. 2020, 92(8):408
- Subject
- Artificial Neural Network
Mg cored wire method
nodular graphite cast iron
residual Mg content
spheroidization
yield rate
- Language
- Japanese
- ISSN
- 1342-0429
2185-5374
Mg Cored wire method is a type of spheroidization treatment method. It has been introduced by many foundries from the viewpoints of improving the environment safety of factory workers, automation and productivity. However, the prediction of residual Mg content depends on experience because various factors complexly affect each other and the effects of each factor on Mg yield have not been clarified theoretically.