23 Mar 2022
Short communication | 23 Mar 2022
Short communication: A case study of stress monitoring with non-destructive stress measurement and deep learning algorithms
Yaofeng Ji et al.
Related subject area
Subject: Machining and Manufacturing Processes | Techniques and Approaches: Reliability and Probability AnalysisDesign and control of the belt-polishing tool system for the blisk finishing process
Mech. Sci., 12, 237–248,2021
Alessandro, B., Beatrice, C., Bertotti, G., and Montorsi, A.: Domain-wall dynamics and Barkhausen effect in metallic ferromagnetic materials. I. Theory, J. Appl. Phys., 68, 2901, https://doi.org/10.1063/1.346423, 1990.
Graves, A. and Jaitly, N.: Towards end-to-end speech recognition with recurrent neural networks, in: 31st International Conference on Machine Learning, ICML 2014, Beijing, 21–26 June, Pages 1764–1772, https://dl.acm.org/doi/10.5555/3044805.3045089 (last access: 22 March 2022), 2014.
Hochreiter, S. and Schmidhuber, J.: Long Short Term Memory, Neural Computat., 9, 8, 1735–1780, https://doi.org/10.1162/neco.19220.127.116.115, 1997.
Huang, Y., Qiu, C., Wang, X., Wang, S., and Yuan, K.: A compact convolutional neural network for surface defect inspection, 20, 1974, https://doi.org/10.3390/s20071974, 2020.
Jiles, D. C.: Coupled Magnetoelastic Theory of Magnetic and Magnetostrictive Hysteresis, IEEE T. Magn., 29, 2113–2123, https://doi.org/10.1109/20.221036, 1993.