1 |
Y. K. Chaudhari, J. A. Gaikwad and J. V. Kulkarni, "Vibration analysis for bearing fault detection in electrical motors," 2014 First International Conference on Networks & Soft Computing (ICNSC2014), Guntur, 2014. pp. 146-150. http://dx.doi.org/10.1109/CNSC.2014.6906681
DOI
|
2 |
Y.-K. Lee, S.-C. Hong and J.-K. Hong, "LSTM-based Drone's Anomal Motor Vibration Detection System," Journal of Information Technology and Architecture, vol. 17, no. 4, pp. 315-321, Dec. 2020, http://dx.doi.org/10.22865/jita.2020.17.4.315
DOI
|
3 |
S. Hochreiter and J. Schmidhuber, "Long Short-Term Memory," Neural Comput. vol. 9, no. 8, pp. 1735-1780, Nov. 1997. https://www.bioinf.jku.at/publications/older/2604.pdf
|
4 |
한국소비자원 안전감시국 제품안전팀, "드론 안전실태 조사결과" 2017.06
|
5 |
H.-S. Ko and K.-J. Kim, "Characterization of noise and vibration sources in interior permanent-magnet brushless DC motors," IEEE Transactions on Magnetics, vol. 40, no. 6, pp. 3482-3489, Nov. 2004. http://dx.doi.org/10.1109/TMAG.2004.832991.
DOI
|
6 |
J. Zarei, J. Poshtan and M. Poshtan, "Bearing fault detection in induction motor using pattern recognition techniques," 2008 IEEE 2nd International Power and Energy Conference, Johor Bahru, 2008, pp. 749-753. http://dx.doi.org/10.1109/PECON.2008.4762564.
DOI
|
7 |
D. Xiao, Y. Huang, C. Qin, H. Shi and Y. Li, "Fault Diagnosis of Induction Motors Using Recurrence Quantification Analysis and LSTM with Weighted BN," Shock and Vibration, vol. 2019. pp. 1-14, Jan. 2019. http://dx.doi.org//10.1155/2019/8325218
DOI
|
8 |
D. Xiao, Y. Huang, X. Zhang, H. Shi, C. Liu and Y. Li, "Fault Diagnosis of Asynchronous Motors Based on LSTM Neural Network," 2018 Prognostics and System Health Management Conference (PHM-Chongqing), Chongqing, 2018, pp. 540-545. http://dx.doi.org/10.1109/PHM-Chongqing.2018.00098.
DOI
|
9 |
관계부처 합동, 드론산업 발전 기본계획(안), 2017.
|
10 |
M. Tsypkin, "Induction motor condition monitoring: Vibration analysis technique - A practical implementation," 2011 IEEE International Electric Machines & Drives Conference (IEMDC), Niagara Falls, ON, 2011, pp. 406-411. http://dx.doi.org/10.1109/IEMDC.2011.5994629.
DOI
|
11 |
D. P. Kingma and J. Ba, "Adam: A Method for Stochastic Optimization," in Proc. of 3rd International Conference for Learning Representations, San Diego, USA, May 2015. https://arxiv.org/abs/1412.6980
|
12 |
T. Khan, P. Alekhya and J. Seshadrinath, "Incipient Inter-turn Fault Diagnosis in Induction motors using CNN and LSTM based Methods," 2018 IEEE Industry Applications Society Annual Meeting (IAS), Portland, OR, 2018, pp. 1-6. http://dx.doi.org/10.1109/IAS.2018.8544707.
DOI
|
13 |
Y. Luo, J. Qiu and C. Shi, "Fault Detection of Permanent Magnet Synchronous Motor Based on Deep Learning Method," 2018 21st International Conference on Electrical Machines and Systems (ICEMS), Jeju, 2018, pp. 699-703. http://dx.doi.org/10.23919/ICEMS.2018.8549129.
DOI
|