지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.6
- 수록면
- 402 - 407 (6page)
이용수
초록· 키워드
오류제보하기
In this paper, the image processing for flexible disk grinding and the effect of the grinding conditions on the flat zone length of a workpiece are investigated, with the purpose of automating the grinding process. To accomplish this, three issues should be carefully studied. The first is finding the relationship between the flat zone length and the grinding conditions such as the cutting speed and feeding speed. The second is developing a neural network algorithm to predict the flat zone. The third is developing an image processing algorithm to measure the flat zone length of a workpiece. Slope analysis is used to determine straight and curved sections during the image processing. For verification, the estimated length and the length from the image processing are compared with the length measured by a projector. There is a minimum difference of 1.7% between the predicted and measured values. The results of this paper will be useful in compiling a database for process automation.
목차
ABSTRACT
1. 서론
2. 이론적 배경
3. 실험장치 및 방법
4. 실험결과 및 고찰
5. 신경망 예측
6. 결론
References
참고문헌 (14)
참고문헌 신청
1. [학술대회논문] - Roh, D. H. / 2009 / A Study on the Measurement and Analysis of FDGS Flat Zone / Proceedings of the Korean Society of Machine Tool Engineers Conference in Spring : 297 ~ 301
2. [학위논문] - Roh, D. H. / 2012 / A Study on the Analysis and Prediction of the Flexible Disk Grinding Process Flat Zone using Digital Image Slope Method and Neural Network / Doctor / Kyunghee University
4. [학술지(정기간행물)] - Yoo S. M. / 2000 / Modeling of flexible disk grinding process for automation of hand - grinding / Journal of the Korean Institute of Industrial Engineers 26 (4) : 376 ~ 383
5. [학술지(정기간행물)] - Kim J. M. / 2002 / MPEG Video Segmentation using Two-stage Neural Networks and Hierarchical Frame Search / The Journal of the Korea Information Science 29 (1) : 114 ~ 125
6. [학술대회논문] - Yoo S. M. / 2004 / A study on the linear motor feed flexible disk grinding system / Proceedings of the Korean Society of Machine Tool Engineers Conference in Spring : 381 ~ 386
2. [학위논문] - Roh, D. H. / 2012 / A Study on the Analysis and Prediction of the Flexible Disk Grinding Process Flat Zone using Digital Image Slope Method and Neural Network / Doctor / Kyunghee University
4. [학술지(정기간행물)] - Yoo S. M. / 2000 / Modeling of flexible disk grinding process for automation of hand - grinding / Journal of the Korean Institute of Industrial Engineers 26 (4) : 376 ~ 383
5. [학술지(정기간행물)] - Kim J. M. / 2002 / MPEG Video Segmentation using Two-stage Neural Networks and Hierarchical Frame Search / The Journal of the Korea Information Science 29 (1) : 114 ~ 125
6. [학술대회논문] - Yoo S. M. / 2004 / A study on the linear motor feed flexible disk grinding system / Proceedings of the Korean Society of Machine Tool Engineers Conference in Spring : 381 ~ 386
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UCI(KEPA) : I410-ECN-0101-2014-550-002509468