Title:
APPARATUS AND METHOD FOR PREDICTING AND PROVIDING SURFACE ROUGHNESS OF PRODUCT TO BE MOLDED BY USING ARTIFICIAL INTELLIGENCE, AND APPARATUS AND METHOD FOR PREDICTING AND PROVIDING MOLDING CONDITIONS BY USING ARTIFICIAL INTELLIGENCE
Document Type and Number:
WIPO Patent Application WO/2023/287066
Kind Code:
A1
Abstract:
The present invention relates to an apparatus and a method for predicting and providing the surface roughness of a product to be molded by using artificial intelligence, and an apparatus and a method for predicting and providing molding conditions by using artificial intelligence. The apparatus for predicting and providing the surface roughness of a product to be molded by using artificial intelligence, according to the present invention, may comprise: a display; a memory, which is generated using artificial intelligence and stores matching information in which a surface roughness image and molding conditions are matched; an input module for inputting molding conditions for molding a product to be molded; and a processor for outputting, on the basis of the matching information, the expected surface roughness image of a product to be molded according to the input molding conditions through the display.
Inventors:
JUNG IM DOO (KR)
KIM TAE KYEONG (KR)
KIM TAE KYEONG (KR)
Application Number:
PCT/KR2022/009213
Publication Date:
January 19, 2023
Filing Date:
June 28, 2022
Export Citation:
Assignee:
ULSAN NAT INST SCIENCE & TECH UNIST (KR)
International Classes:
B29C64/393; B29C64/188; B33Y50/02; G06N20/00; G06T3/40; G06T7/40
Foreign References:
| US20190337232A1 | 2019-11-07 | |||
| CN111151751A | 2020-05-15 | |||
| US20210191381A1 | 2021-06-24 |
Other References:
C. WANG, TAN X.P., TOR S.B., LIM C.S.: "Machine learning in additive manufacturing: State -of-the-art and perspectives", ADDITIVE MANUFACTURING, XP055745773, Retrieved from the Internet [retrieved on 20201102], DOI: 10.1016/j.addma.2020.101538
LI ZHIXIONG, ZHANG ZIYANG, SHI JUNCHUAN, WU DAZHONG: "Prediction of surface roughness in extrusion-based additive manufacturing with machine learning", ROBOTICS AND COMPUTER INTEGRATED MANUFACTURING., ELSEVIER SCIENCE PUBLISHERS BV., BARKING., GB, vol. 57, 1 June 2019 (2019-06-01), GB , pages 488 - 495, XP093024415, ISSN: 0736-5845, DOI: 10.1016/j.rcim.2019.01.004
LI ZHIXIONG, ZHANG ZIYANG, SHI JUNCHUAN, WU DAZHONG: "Prediction of surface roughness in extrusion-based additive manufacturing with machine learning", ROBOTICS AND COMPUTER INTEGRATED MANUFACTURING., ELSEVIER SCIENCE PUBLISHERS BV., BARKING., GB, vol. 57, 1 June 2019 (2019-06-01), GB , pages 488 - 495, XP093024415, ISSN: 0736-5845, DOI: 10.1016/j.rcim.2019.01.004
Attorney, Agent or Firm:
KIM, Jong Sun (KR)
Download PDF:
Previous Patent: LIGHT-EMITTING DIODE DISPLAY DEVICE AND METHOD FOR DRIVING SAME
Next Patent: ANTIBACTERIAL COMPOUND
Next Patent: ANTIBACTERIAL COMPOUND