최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국전자통신학회 논문지 = The Journal of the Korea Institute of Electronic Communication Sciences, v.16 no.2, 2021년, pp.287 - 292
김경민 (전남대학교 전기및반도체공학과) , 김용현 (전남대학교 전기및반도체공학과) , 박근호 (전남대학교 전기및반도체공학과) , 이범 (전남대학교 전기및반도체공학과) , 이상로 , 고영진 (동명대학교 전기공학과)
In this paper, we propose an efficient CNN application method by analyzing the effect of activation function on the failure diagnosis of the inductive motor stator. Generally, the main purpose of the inductive motor stator failure diagnosis is to prevent the failure by rapidly diagnosing the minute ...
* AI 자동 식별 결과로 적합하지 않은 문장이 있을 수 있으니, 이용에 유의하시기 바랍니다.
A. Boum, N. Y. J. Maurice, L. N. Nneme, and L. M. Mbumda, "Fault Diagnosis of an Induction Motor based on Fuzzy Logic, Artificial Neural Network and Hybrid System," Int J of Control, vol. 8, no. 2, 2018, pp. 42-51.
S. E. Pandarakone, Y. Mizuno, and H. Nakamura, "A Comparative Study between Machine Learning Algorithm and Artificial Intelligence Neural Network in Detecting Minor Bearing Fault of Induction Motors," Energies, vol. 12, no. 11, 2019, pp. 2105.
J. C. Quiroz, N. Mariun, M. R. Mehrjou, M. Izadi, N. Misron, and M. A. M. Radzi, "Fault detection of broken rotor bar in LS-PMSM using random forests," Measurement, vol. 116, 2018, pp. 273-280.
F. Filippetti, G. Frauceschini, C. Tassoni, and P. vas, "Recent developments of induction motor drives fault diagnosis using AI techniques," IEEE Trans. on Enegy Conversion, vo1. 21, 2006, pp. 1-8.
T. Khan, P. Alekhya, and J. Seshadrinath, "Incipient inter-turn fault diagnosis in induction motors using CNN and LSTMbased methods," IEEE Industry Applications Society Annual Meeting, IEEE, 2018, pp. 1-6.
M. Skowron, T. Kowalska, M. Wolkiewicz, and C. T. Kowalski, "Convolutional neural network-based stator current data-driven incipient stator fault diagnosis of inverter-fed induction motor," Energies, vol. 13, 2020, pp. 1-21.
P. Chattopadhyay, N. Saha, C. Delpha, and J. Sil, "Deep learning in fault diagnosis of induction motor drives," Prognostics and System Health Management Conf.2018, pp. 1068-1073.
J. H. Han, D. J. Choi, S. K. Hong, and J. S. Kim, "Motor fault diagnosis using CNN based deep learning algorithm considering motor rotating speed," IEEE 6th Int. Conf. on Industrial Engineering and Applications (ICIEA). IEEE, pp. 440-445, 2019.
Y.. J. Goh, G. N. Kim, Y. H. Kim, B. Lee, and K. M. Kim, "Diagnosis Method for Stator-Faults in Induction Motor using Park's Vector Pattern and Convolution Neural Network," Institute of Korean Electrical and Electronics Engineers, vol. 24, no. 3, 2020, pp. 883-889.
S. W. Park and D. Y. Kim, "Comparison of Image Classification Performance by Activation Functions in Convolutional Neural Networks," Korea Multimedia Society, vol. 21, no. 10, 2018, pp. 1142-1149.
Y. J. Goh and K. M. Kim "Inter-turn Short Circuit Diagnosis Using New D-Q Synchronous Min- Max Coordinate System and Linear Discriminant Analysis" applied science, vol. 24, no. 3, Mar. 2020, pp. 추가해주세요.
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
Free Access. 출판사/학술단체 등이 허락한 무료 공개 사이트를 통해 자유로운 이용이 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.