- Park, S., Wang, Y., Qiao, H., Sakamoto, Y., Wang, B., Liu, D., "Control Co-Design for Electric Vehicles with Driving Cycle Synthesis Encoding Road Traffic and Driver Characteristics", IEEE Conference on Control Technology and Applications (CCTA) 2024, August 2024.
BibTeX TR2024-114 PDF- @inproceedings{Park2024aug,
- author = {Park, Seho and Wang, Yebin and Qiao, Hongtao and Sakamoto, Yusuke and Wang, Bingnan and Liu, Dehong}},
- title = {Control Co-Design for Electric Vehicles with Driving Cycle Synthesis Encoding Road Traffic and Driver Characteristics},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA) 2024},
- year = 2024,
- month = aug,
- url = {https://www.merl.com/publications/TR2024-114}
- }
- Sakamoto, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Permanent Magnet Motor Torque Waveform Prediction Using Learned Gap Flux", Biennial IEEE Conference on Electromagnetic Field Computation (CEFC), June 2024.
BibTeX TR2024-065 PDF- @inproceedings{Sakamoto2024jun,
- author = {Sakamoto, Yusuke and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki}},
- title = {Permanent Magnet Motor Torque Waveform Prediction Using Learned Gap Flux},
- booktitle = {Biennial IEEE Conference on Electromagnetic Field Computation (CEFC)},
- year = 2024,
- month = jun,
- url = {https://www.merl.com/publications/TR2024-065}
- }
- Wang, B., Sakamoto, Y., "Data-efficient Machine Learning Methods for Electric Motor Surrogate Models", Biennial IEEE Conference on Electromagnetic Field Computation (CEFC), June 2024.
BibTeX TR2024-064 PDF- @inproceedings{Wang2024jun2,
- author = {Wang, Bingnan and Sakamoto, Yusuke}},
- title = {Data-efficient Machine Learning Methods for Electric Motor Surrogate Models},
- booktitle = {Biennial IEEE Conference on Electromagnetic Field Computation (CEFC)},
- year = 2024,
- month = jun,
- url = {https://www.merl.com/publications/TR2024-064}
- }
- Wang, B., Lin, C., Inoue, H., Kanemaru, M., "Induction Motor Eccentricity Fault Detection and Quantification using Topological Data Analysis", IEEE Access, June 2024.
BibTeX TR2024-063 PDF- @article{Wang2024jun,
- author = {Wang, Bingnan and Lin, Chungwei and Inoue, Hiroshi and Kanemaru, Makoto}},
- title = {Induction Motor Eccentricity Fault Detection and Quantification using Topological Data Analysis},
- journal = {IEEE Access},
- year = 2024,
- month = jun,
- url = {https://www.merl.com/publications/TR2024-063}
- }
- Lin, C., Wang, B., "Analytical Green’s functions for two-dimensional electrostatics and Boundary-element based solver", Applied Computational Electromagnetics Society Symposium (ACES), May 2024.
BibTeX TR2024-060 PDF- @inproceedings{Lin2024may3,
- author = {{Lin, Chungwei and Wang, Bingnan}},
- title = {Analytical Green’s functions for two-dimensional electrostatics and Boundary-element based solver},
- booktitle = {Applied Computational Electromagnetics Society Symposium (ACES)},
- year = 2024,
- month = may,
- url = {https://www.merl.com/publications/TR2024-060}
- }
- Zhang, Z., Lin, C., Wang, B., "Physics-informed shape optimization using coordinate projection", Scientific Reports, DOI: 10.1038/s41598-024-57137-4, Vol. 14, pp. 6537, April 2024.
BibTeX TR2024-035 PDF- @article{Zhang2024apr,
- author = {Zhang, Zhizhou and Lin, Chungwei and Wang, Bingnan},
- title = {Physics-informed shape optimization using coordinate projection},
- journal = {Scientific Reports},
- year = 2024,
- volume = 14,
- pages = 6537,
- month = apr,
- doi = {10.1038/s41598-024-57137-4},
- url = {https://www.merl.com/publications/TR2024-035}
- }
- Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., Koike-Akino, T., Wang, Y., "Electric Machine Inverse Design with Variational Auto-Encoder (VAE)", IEEE Energy Conversion Congress and Exposition (ECCE), DOI: 10.1109/ECCE53617.2023.10362903, October 2023.
BibTeX TR2023-134 PDF- @inproceedings{Xu2023nov,
- author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki and Koike-Akino, Toshiaki and Wang, Ye},
- title = {Electric Machine Inverse Design with Variational Auto-Encoder (VAE)},
- booktitle = {IEEE Energy Conversion Congress and Exposition (ECCE)},
- year = 2023,
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/ECCE53617.2023.10362903},
- issn = {2329-3748},
- isbn = {979-8-3503-1644-5},
- url = {https://www.merl.com/publications/TR2023-134}
- }
- Stein, A., Wang, Y., Sakamoto, Y., Wang, B., Fang, H., "Application-Oriented Co-Design of Motors and Motions for a 6DOF Robot Manipulator", arXiv, DOI: 10.48550/arXiv.2310.03132, October 2023.
BibTeX arXiv- @article{Stein2023oct,
- author = {Stein, Adrian and Wang, Yebin and Sakamoto, Yusuke and Wang, Bingnan and Fang, Huazhen},
- title = {Application-Oriented Co-Design of Motors and Motions for a 6DOF Robot Manipulator},
- journal = {arXiv},
- year = 2023,
- month = oct,
- doi = {10.48550/arXiv.2310.03132},
- url = {https://arxiv.org/abs/2310.03132}
- }
- Wang, B., Zhang, S., Inoue, H., Kanemaru, M., "Semi-Supervised Machine Learning for Motor Eccentricity Fault Diagnosis", Asia Pacific Conference of the Prognostics and Health Management Society, DOI: 10.36001/phmap.2023.v4i1.3644, September 2023.
BibTeX TR2023-117 PDF- @inproceedings{Wang2023sep,
- author = {Wang, Bingnan and Zhang, Shen and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Semi-Supervised Machine Learning for Motor Eccentricity Fault Diagnosis},
- booktitle = {Asia Pacific Conference of the Prognostics and Health Management Society},
- year = 2023,
- month = sep,
- publisher = {PHM Society},
- doi = {10.36001/phmap.2023.v4i1.3644},
- url = {https://www.merl.com/publications/TR2023-117}
- }
- Wang, B., Inoue, H., Kanemaru, M., "Motor Eccentricity Fault Detection: Physics-Based and Data-Driven Approaches", IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED), DOI: 10.1109/SDEMPED54949.2023.10271414, August 2023, pp. 42-48.
BibTeX TR2023-107 PDF- @inproceedings{Wang2023aug,
- author = {Wang, Bingnan and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Motor Eccentricity Fault Detection: Physics-Based and Data-Driven Approaches},
- booktitle = {2023 IEEE 14th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)},
- year = 2023,
- pages = {42--48},
- month = aug,
- publisher = {IEEE},
- doi = {10.1109/SDEMPED54949.2023.10271414},
- url = {https://www.merl.com/publications/TR2023-107}
- }
- 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), DOI: 10.1109/COMPUMAG56388.2023.10411817, May 2023, pp. 1-4.
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 = {2023 24th International Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
- year = 2023,
- pages = {1--4},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/COMPUMAG56388.2023.10411817},
- 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), DOI: 10.1109/COMPUMAG56388.2023.10411811, May 2023, pp. 1-4.
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 = {2023 24th International Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
- year = 2023,
- pages = {1--4},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/COMPUMAG56388.2023.10411811},
- 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), DOI: 10.1109/IEMDC55163.2023.10238886, May 2023, pp. 1-7.
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 = {2023 IEEE International Electric Machines & Drives Conference (IEMDC)},
- year = 2023,
- pages = {1--7},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC55163.2023.10238886},
- 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), DOI: 10.1109/IEMDC55163.2023.10238921, May 2023, pp. 1-7.
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 = {2023 IEEE International Electric Machines & Drives Conference (IEMDC)},
- year = 2023,
- pages = {1--7},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC55163.2023.10238921},
- 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 = {Annual Conference of the IEEE Industrial Electronics Society (IECON)},
- 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}
- }