- 인공신경회로망을 이용한 소형 모터의 조립 불량 판별 시스템 개발
- ㆍ 저자명
- 이상민,조중선,Lee. Sang-Min,Jo. Jung-Seon
- ㆍ 간행물명
- 한국정밀공학회지
- ㆍ 권/호정보
- 2001년|18권 11호|pp.124-131 (8 pages)
- ㆍ 발행정보
- 한국정밀공학회
- ㆍ 파일정보
- 정기간행물| PDF텍스트
- ㆍ 주제분야
- 기타
Fault diagnosis of an assembled small motor relies usually on human experts hearing ability. The quality of diagnosis depends, however, heavily on physical conditions of the human experts. A fault diagnosis system for assembled small motors is developed using artificial neural network (ANN) in this paper. It is consisted of sound sampling device and fault diagnosis software package. Six parameters are defined to characterize the sampled sound waves. The Levenberg-Marquardt Backpropagation (LMBP) Algorithm is used to diagnose the fault of assembled small motors. Experimental results for more than two hundred small motors verify the performance of the developed system.