- Sakamoto, Y., Xu, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Electric Motor Surrogate Model Combining Subdomain Method and Neural Network", Conference on the Computation of Electromagnetic Fields (COMPUMAG), May 2023.
BibTeX TR2023-041 PDF- @inproceedings{Sakamoto2023may2,
- author = {Sakamoto, Yusuke and Xu, Yihao and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki},
- title = {Electric Motor Surrogate Model Combining Subdomain Method and Neural Network},
- booktitle = {Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-041}
- }
- Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., "Comparison of Learning-based Surrogate Models for Electric Motors", Conference on the Computation of Electromagnetic Fields (COMPUMAG), May 2023.
BibTeX TR2023-042 PDF- @inproceedings{Xu2023may,
- author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki},
- title = {Comparison of Learning-based Surrogate Models for Electric Motors},
- booktitle = {Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-042}
- }
- Sakamoto, Y., Xu, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Multi-Objective Motor Design Optimization with Physics-Assisted Neural Network Model", IEEE International Electric Machines and Drives Conference (IEMDC), May 2023.
BibTeX TR2023-038 PDF- @inproceedings{Sakamoto2023may,
- author = {Sakamoto, Yusuke and Xu, Yihao and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki},
- title = {Multi-Objective Motor Design Optimization with Physics-Assisted Neural Network Model},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-038}
- }
- Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., Koike-Akino, T., Wang, Y., "Tandem Neural Networks for Electric Machine Inverse Design", IEEE International Electric Machines and Drives Conference (IEMDC), May 2023.
BibTeX TR2023-040 PDF- @inproceedings{Xu2023may2,
- author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki and Koike-Akino, Toshiaki and Wang, Ye},
- title = {Tandem Neural Networks for Electric Machine Inverse Design},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-040}
- }
- Wang, B., Albader, M., Inoue, H., Kanemaru, M., "Induction Motor Eccentricity Fault Analysis and Quantification with Modified Winding Function based Model", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/ICEMS56177.2022.9983377, December 2022, pp. 1-6.
BibTeX TR2022-153 PDF- @inproceedings{Wang2022dec,
- author = {Wang, Bingnan and Albader, Mesaad and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Induction Motor Eccentricity Fault Analysis and Quantification with Modified Winding Function based Model},
- booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2022,
- pages = {1--6},
- month = dec,
- doi = {10.1109/ICEMS56177.2022.9983377},
- url = {https://www.merl.com/publications/TR2022-153}
- }
- Talukder, K., Wang, B., Sakamoto, Y., "Electric Machine Two-dimensional Flux Map Prediction with Ensemble Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/ICEMS56177.2022.9982881, December 2022, pp. 1-4.
BibTeX TR2022-152 PDF- @inproceedings{Talukder2022dec,
- author = {Talukder, Khaled and Wang, Bingnan and Sakamoto, Yusuke},
- title = {Electric Machine Two-dimensional Flux Map Prediction with Ensemble Learning},
- booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2022,
- pages = {1--4},
- month = dec,
- doi = {10.1109/ICEMS56177.2022.9982881},
- url = {https://www.merl.com/publications/TR2022-152}
- }
- Wang, B., Lin, C., Inoue, H., Kanemaru, M., "Topological Data Analysis for Electric Motor Eccentricity Fault Detection", Annual Conference of the IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON49645.2022.9968912, October 2022, pp. 1-6.
BibTeX TR2022-130 PDF- @inproceedings{Wang2022oct2,
- author = {Wang, Bingnan and Lin, Chungwei and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Topological Data Analysis for Electric Motor Eccentricity Fault Detection},
- booktitle = {IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society},
- year = 2022,
- pages = {1--6},
- month = oct,
- doi = {10.1109/IECON49645.2022.9968912},
- url = {https://www.merl.com/publications/TR2022-130}
- }
- Nishanth, F., Wang, B., "Topology Optimization of Electric Machines: A Review", IEEE Energy Conversion Congress and Exposition (ECCE), DOI: 10.1109/ECCE50734.2022.9948073, October 2022, pp. 1-8.
BibTeX TR2022-128 PDF- @inproceedings{Nishanth2022oct,
- author = {Nishanth, FNU and Wang, Bingnan},
- title = {Topology Optimization of Electric Machines: A Review},
- booktitle = {2022 IEEE Energy Conversion Congress and Exposition (ECCE)},
- year = 2022,
- pages = {1--8},
- month = oct,
- doi = {10.1109/ECCE50734.2022.9948073},
- url = {https://www.merl.com/publications/TR2022-128}
- }
- Wang, B., Talukder, K., Sakamoto, Y., "Topological Data Analysis for Image-based Machine Learning: Application to Electric Motors", IEEE International Conference on Electrical Machines (ICEM), DOI: 10.1109/ICEM51905.2022.9910734, September 2022, pp. 1015-1021.
BibTeX TR2022-113 PDF- @inproceedings{Wang2022sep,
- author = {Wang, Bingnan and Talukder, Khaled and Sakamoto, Yusuke},
- title = {Topological Data Analysis for Image-based Machine Learning: Application to Electric Motors},
- booktitle = {IEEE International Conference on Electrical Machines (ICEM)},
- year = 2022,
- pages = {1015--1021},
- month = sep,
- doi = {10.1109/ICEM51905.2022.9910734},
- url = {https://www.merl.com/publications/TR2022-113}
- }
- Wang, B., Zhou, L., Miyoshi, M., Inoue, H., Kanemaru, M., "Quantification of Induction Motor Bearing Fault Severity based on Modified Winding Function Theory", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS52562.2021.9634328, November 2021, pp. 944-948.
BibTeX TR2021-139 PDF- @inproceedings{Wang2021nov3,
- author = {Wang, Bingnan and Zhou, Lei and Miyoshi, Masahito and Inoue, hiroshi and Kanemaru, Makoto},
- title = {Quantification of Induction Motor Bearing Fault Severity based on Modified Winding Function Theory},
- booktitle = {2021 24th International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2021,
- pages = {944--948},
- month = nov,
- publisher = {IEEE},
- doi = {10.23919/ICEMS52562.2021.9634328},
- url = {https://www.merl.com/publications/TR2021-139}
- }
- Wang, B., Shin, K.-H., Hidaka, Y., Kondo, S., Arita, H., Ito, K., "Analytical Magnetic Model for Variable-Flux Interior Permanent Magnet Synchronous Motors", IEEE Energy Conversion Congress and Exposition (ECCE), DOI: 10.1109/ECCE47101.2021.9595341, October 2021, pp. 4142-4148.
BibTeX TR2021-123 PDF- @inproceedings{Wang2021oct2,
- author = {Wang, Bingnan and Shin, Kyung-Hun and Hidaka, Yuki and Kondo, Shota and Arita, Hideaki and Ito, Kazumasa},
- title = {Analytical Magnetic Model for Variable-Flux Interior Permanent Magnet Synchronous Motors},
- booktitle = {2021 IEEE Energy Conversion Congress and Exposition (ECCE)},
- year = 2021,
- pages = {4142--4148},
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/ECCE47101.2021.9595341},
- url = {https://www.merl.com/publications/TR2021-123}
- }
- Wang, B., Zhou, L., Wang, H., Lin, C., "Analytical Modeling and Design Optimization of a Vernier Permanent Magnet Motor", IEEE Energy Conversion Congress and Exposition (ECCE), DOI: 10.1109/ECCE47101.2021.9595230, October 2021, pp. 4480-4485.
BibTeX TR2021-124 PDF- @inproceedings{Wang2021oct3,
- author = {Wang, Bingnan and Zhou, Lei and Wang, Hongyu and Lin, Chungwei},
- title = {Analytical Modeling and Design Optimization of a Vernier Permanent Magnet Motor},
- booktitle = {2021 IEEE Energy Conversion Congress and Exposition (ECCE)},
- year = 2021,
- pages = {4480--4485},
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/ECCE47101.2021.9595230},
- url = {https://www.merl.com/publications/TR2021-124}
- }
- Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning", IEEE Transactions on Industry Applications, DOI: 10.1109/TIA.2021.3091958, June 2021.
BibTeX TR2021-081 PDF- @article{Zhang2021jun,
- author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
- title = {Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning},
- journal = {IEEE Transactions on Industry Applications},
- year = 2021,
- month = jun,
- doi = {10.1109/TIA.2021.3091958},
- url = {https://www.merl.com/publications/TR2021-081}
- }
- Zhou, L., Guo, F., Wang, H., Wang, B., "High-Torque Direct-Drive Machine with Combined Axial- and Radial-flux Out-runner Vernier Permanent Magnet Motor", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC47953.2021.9449499, May 2021, pp. 1-8.
BibTeX TR2021-050 PDF- @inproceedings{Zhou2021may,
- author = {Zhou, Lei and Guo, Feng and Wang, Hongyu and Wang, Bingnan},
- title = {High-Torque Direct-Drive Machine with Combined Axial- and Radial-flux Out-runner Vernier Permanent Magnet Motor},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2021,
- pages = {1--8},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC47953.2021.9449499},
- url = {https://www.merl.com/publications/TR2021-050}
- }
- Zhou, L., Wang, B., Lin, C., Miyoshi, M., Inoue, H., "Static Eccentricity Fault Detection for PSH-type Induction Motors Considering High-order Air Gap Permeance Harmonics", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC47953.2021.9449496, May 2021, pp. 1-7.
BibTeX TR2021-051 PDF- @inproceedings{Zhou2021may2,
- author = {Zhou, Lei and Wang, Bingnan and Lin, Chungwei and Miyoshi, Masahito and Inoue, hiroshi},
- title = {Static Eccentricity Fault Detection for PSH-type Induction Motors Considering High-order Air Gap Permeance Harmonics},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2021,
- pages = {1--7},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC47953.2021.9449496},
- url = {https://www.merl.com/publications/TR2021-051}
- }
- Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models", IEEE Sensors Journal, DOI: 10.1109/JSEN.2020.3040696, Vol. 21, No. 5, pp. 6476-6486, January 2021.
BibTeX TR2021-002 PDF- @article{Zhang2021jan,
- author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
- title = {Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models},
- journal = {IEEE Sensors Journal},
- year = 2021,
- volume = 21,
- number = 5,
- pages = {6476--6486},
- month = jan,
- doi = {10.1109/JSEN.2020.3040696},
- url = {https://www.merl.com/publications/TR2021-002}
- }
- Shin, K.-H., Wang, B., "Semi-Analytical Modeling for Interior Permanent Magnet Synchronous Machines Considering Permeability of Rotor Core", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS50442.2020.9291153, November 2020, pp. 19-22.
BibTeX TR2020-149 PDF- @inproceedings{Shin2020nov,
- author = {Shin, Kyung-Hun and Wang, Bingnan},
- title = {Semi-Analytical Modeling for Interior Permanent Magnet Synchronous Machines Considering Permeability of Rotor Core},
- booktitle = {2020 23rd International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2020,
- pages = {19--22},
- month = nov,
- doi = {10.23919/ICEMS50442.2020.9291153},
- url = {https://www.merl.com/publications/TR2020-149}
- }
- Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS50442.2020.9291099, November 2020, pp. 1341-1346.
BibTeX TR2020-151 PDF- @inproceedings{Zhang2020nov2,
- author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
- title = {Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning},
- booktitle = {2020 23rd International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2020,
- pages = {1341--1346},
- month = nov,
- doi = {10.23919/ICEMS50442.2020.9291099},
- url = {https://www.merl.com/publications/TR2020-151}
- }
- Wang, B., Hotta, A., "Contactless Eddy Current Sensing for Carbon Fiber Reinforced Polymer Defect Detection", Biennial IEEE Conference on Electromagnetic Field Computation (CEFC), November 2020.
BibTeX TR2020-148 PDF- @inproceedings{Wang2020nov2,
- author = {Wang, Bingnan and Hotta, Akira},
- title = {Contactless Eddy Current Sensing for Carbon Fiber Reinforced Polymer Defect Detection},
- booktitle = {Biennial IEEE Conference on Electromagnetic Field Computation (CEFC)},
- year = 2020,
- month = nov,
- url = {https://www.merl.com/publications/TR2020-148}
- }
- Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Model-Based Analysis and Quantification of Bearing Faults in Induction Machines", IEEE Transactions on Industry Applications, DOI: 10.1109/TIA.2020.2979383, Vol. 56, No. 3, pp. 2158-2170, May 2020.
BibTeX TR2020-059 PDF- @article{Zhang2020may,
- author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
- title = {Model-Based Analysis and Quantification of Bearing Faults in Induction Machines},
- journal = {IEEE Transactions on Industry Applications},
- year = 2020,
- volume = 56,
- number = 3,
- pages = {2158--2170},
- month = may,
- doi = {10.1109/TIA.2020.2979383},
- issn = {1939-9367},
- url = {https://www.merl.com/publications/TR2020-059}
- }
- Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review", IEEE Access, DOI: 10.1109/ACCESS.2020.2972859, Vol. 8, pp. 29857-29881, March 2020.
BibTeX TR2020-034 PDF- @article{Zhang2020mar,
- author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
- title = {Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review},
- journal = {IEEE Access},
- year = 2020,
- volume = 8,
- pages = {29857--29881},
- month = mar,
- doi = {10.1109/ACCESS.2020.2972859},
- issn = {2169-3536},
- url = {https://www.merl.com/publications/TR2020-034}
- }
- Ma, T., Komatsu, T., Wang, B., Wang, Y., Lin, C., "Observer Designs for Simultaneous Temperature and Loss Estimation for Electric Motors: A Comparative Study", IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON.2019.8927182, October 2019, pp. 1234-1241.
BibTeX TR2019-122 PDF- @inproceedings{Ma2019oct,
- author = {Ma, Tong and Komatsu, Taiga and Wang, Bingnan and Wang, Yebin and Lin, Chungwei},
- title = {Observer Designs for Simultaneous Temperature and Loss Estimation for Electric Motors: A Comparative Study},
- booktitle = {IEEE Industrial Electronics Society (IECON)},
- year = 2019,
- pages = {1234--1241},
- month = oct,
- doi = {10.1109/IECON.2019.8927182},
- issn = {1553-572X},
- url = {https://www.merl.com/publications/TR2019-122}
- }
- Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics — A Review", Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED), DOI: 10.1109/DEMPED.2019.8864915, August 2019, pp. 257-263.
BibTeX TR2019-084 PDF- @inproceedings{Zhang2019aug,
- author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
- title = {Deep Learning Algorithms for Bearing Fault Diagnostics — A Review},
- booktitle = {Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED)},
- year = 2019,
- pages = {257--263},
- month = aug,
- doi = {10.1109/DEMPED.2019.8864915},
- url = {https://www.merl.com/publications/TR2019-084}
- }
- Sangwan, A., Ma, R., Wang, B., Kim, K.J., Parsons, K., Koike-Akino, T., Wang, P., Orlik, P.V., Teo, K.H., Tasuku, K., Kazunari, K., Fukasawa, T., "CDM-based 4-Channel Digital Beamforming Transmitter Using a Single DAC", IEEE International New Circuits and Systems Conference, DOI: 10.1109/NEWCAS44328.2019.8961250, June 2019, pp. 1-4.
BibTeX TR2019-058 PDF- @inproceedings{Sangwan2019jun,
- author = {Sangwan, Amit and Ma, Rui and Wang, Bingnan and Kim, Kyeong Jin and Parsons, Kieran and Koike-Akino, Toshiaki and Wang, Pu and Orlik, Philip V. and Teo, Koon Hoo and Tasuku, Kuriyama and Kazunari, Kihira and Fukasawa, Toru},
- title = {CDM-based 4-Channel Digital Beamforming Transmitter Using a Single DAC},
- booktitle = {IEEE International New Circuits and Systems Conference},
- year = 2019,
- pages = {1--4},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/NEWCAS44328.2019.8961250},
- isbn = {978-1-7281-1031-8},
- url = {https://www.merl.com/publications/TR2019-058}
- }
- Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Quantification of Rolling-Element Bearing Fault Severity of Induction Machines", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC.2019.8785225, May 2019, pp. 44-50.
BibTeX TR2019-033 PDF- @inproceedings{Zhang2019may,
- author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
- title = {Quantification of Rolling-Element Bearing Fault Severity of Induction Machines},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2019,
- pages = {44--50},
- month = may,
- doi = {10.1109/IEMDC.2019.8785225},
- url = {https://www.merl.com/publications/TR2019-033}
- }