Publications

Journal articles

Neupane, Dhiraj, et al. “Shine: A Deep Learning-Based Accessible Parking Management System.” Expert Systems with Applications, vol. 238, 2024, pp. 122205, ScienceDirect, doi.org/10.1016/j.eswa.2023.122205.
Neupane Dhiraj, Kim Yunsu, Seok Jongwon, Hong Jungpyo. “CNN-Based Fault Detection for Smart Manufacturing.” Applied Sciences, vol. 11, no. 24, 10 Dec. 2021, p. 11732., DOI:doi.org/10.3390/app112411732.
Neupane Dhiraj , Kim Yunsu, Seok Jongwon. “Bearing Fault Detection Using SCALOGRAM and Switchable Normalization-Based CNN (SN-CNN).” IEEE Access, vol. 9, 16 June 2021, pp. 88151–88166., DOI:10.1109/access.2021.3089698.
Neupane Dhiraj, and Seok Jongwon. “A Review on Deep Learning-Based Approaches for Automatic Sonar Target Recognition.” Electronics, vol. 9, no. 11, 22 Nov. 2020, p. 1972., DOI:doi.org/10.3390/electronics9111972.
Neupane Dhiraj, and Seok Jongwon. “Bearing Fault Detection and Diagnosis Using Case Western Reserve University Dataset with Deep Learning Approaches: A Review.” IEEE Access, vol. 8, 27 Apr. 2020, pp. 93155–93178., DOI:0.1109/ACCESS.2020.2990528

Neupane Dhiraj, et al. “A Comparative Study of Semi-Supervised Anomaly Detection Methods for Machine Fault Detection.” PHM Society European Conference. Vol. 8. No. 1. 2024, https://www.papers.phmsociety.org/index.php/phme/article/view/4053.
Neupane Dhiraj, and Jongwon Seok. “Deep Learning-Based Bearing Fault Detection Using 2-D Illustration of Time Sequence.” 2020 International Conference on Information and Communication Technology Convergence (ICTC), IEEE, 2020, pp. 562–66, 10.1109/ICTC49870.2020.9289232.

Neupane, Dhiraj, et al. “Machinery Fault Detection using Advanced Machine Learning Techniques.” PHM Society European Conference. Vol. 8. No. 1. 2024, https://www.papers.phmsociety.org/index.php/phme/article/view/3947

Neupane Dhiraj, et al. “Data-driven Machinery Fault Detection: A Comprehensive Review.” arXiv preprint arXiv:2405.18843 (2024), doi.org/10.48550/arXiv.2405.18843

MS Thesis: Neupane Dhiraj. “Bearing Fault Detection Using Scalogram and Switchable Normalization-Based CNN.” Changwon National University, South Korea, 2020, DOI:10.13140/RG.2.2.28947.14885.