Publications

110 / 3,713 publications found.


  •  Vanfretti, L., Laughman, C.R., Chakrabarty, A., "Integrating Generative Machine Learning Models and Physics-Based Models for Building Energy Simulation", American Modelica Conference, October 2024.
    BibTeX TR2024-140 PDF
    • @inproceedings{Vanfretti2024oct,
    • author = {Vanfretti, Luigi and Laughman, Christopher R. and Chakrabarty, Ankush}},
    • title = {Integrating Generative Machine Learning Models and Physics-Based Models for Building Energy Simulation},
    • booktitle = {American Modelica Conference},
    • year = 2024,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2024-140}
    • }
  •  Zhang, H., Wang, B., "Supervised Contrastive Learning for Electric Motor Bearing Fault Detection", International Conference on Electrical Machines (ICEM), September 2024.
    BibTeX TR2024-120 PDF
    • @inproceedings{Zhang2024sep,
    • author = {Zhang, Hengrui and Wang, Bingnan}},
    • title = {Supervised Contrastive Learning for Electric Motor Bearing Fault Detection},
    • booktitle = {International Conference on Electrical Machines (ICEM)},
    • year = 2024,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2024-120}
    • }
  •  Chakrabarty, A., Vanfretti, L., Bortoff, S.A., Deshpande, V.M., Wang, Y., Paulson, J.A., Zhan, S., Laughman, C.R., "Assessing Building Control Performance Using Physics-Based Simulation Models and Deep Generative Networks", IEEE Conference on Control Technology and Applications (CCTA) 2024, DOI: 10.1109/​CCTA60707.2024.10666585, August 2024.
    BibTeX TR2024-113 PDF
    • @inproceedings{Chakrabarty2024aug,
    • author = {Chakrabarty, Ankush and Vanfretti, Luigi and Bortoff, Scott A. and Deshpande, Vedang M. and Wang, Ye and Paulson, Joel A. and Zhan, Sicheng and Laughman, Christopher R.}},
    • title = {Assessing Building Control Performance Using Physics-Based Simulation Models and Deep Generative Networks},
    • booktitle = {IEEE Conference on Control Technology and Applications (CCTA) 2024},
    • year = 2024,
    • month = aug,
    • doi = {10.1109/CCTA60707.2024.10666585},
    • url = {https://www.merl.com/publications/TR2024-113}
    • }
  •  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, DOI: 10.1109/​CCTA60707.2024.10666575, 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,
    • doi = {10.1109/CCTA60707.2024.10666575},
    • url = {https://www.merl.com/publications/TR2024-114}
    • }
  •  Vanfretti, L., Laughman, C.R., "Power System Modeling for Identification and Control Applications using Modelica and OpenIPSL", Conference on Control Technology and Applications (CCTA), August 2024.
    BibTeX TR2024-112 PDF
    • @inproceedings{Vanfretti2024aug,
    • author = {{Vanfretti, Luigi and Laughman, Christopher R.}},
    • title = {Power System Modeling for Identification and Control Applications using Modelica and OpenIPSL},
    • booktitle = {Conference on Control Technology and Applications (CCTA)},
    • year = 2024,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2024-112}
    • }
  •  Bortoff, S.A., Qiao, H., Laughman, C.R., "Modeling and Control of a Multi-Mode Heat Pump", IEEE Conference on Control Technology and Applications (CCTA) 2024, August 2024.
    BibTeX TR2024-111 PDF
    • @inproceedings{Bortoff2024aug,
    • author = {{Bortoff, Scott A. and Qiao, Hongtao and Laughman, Christopher R.}},
    • title = {Modeling and Control of a Multi-Mode Heat Pump},
    • booktitle = {IEEE Conference on Control Technology and Applications (CCTA) 2024},
    • year = 2024,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2024-111}
    • }
  •  Patkar, A., Liu, D., Wang, Y., Youcef-Toumi, K., "Magnetic flux map acquisition using a compressed sensing method", The 19th IEEE Conference on Industrial Electronics and Applications (ICIEA 2024), August 2024.
    BibTeX TR2024-107 PDF
    • @inproceedings{Patkar2024aug,
    • author = {Patkar, Abhishek and Liu, Dehong and Wang, Yebin and Youcef-Toumi, Kamal}},
    • title = {Magnetic flux map acquisition using a compressed sensing method},
    • booktitle = {The 19th IEEE Conference on Industrial Electronics and Applications (ICIEA 2024)},
    • year = 2024,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2024-107}
    • }
  •  Ma, J., Qiao, H., Laughman, C.R., "A Physics-Constrained Data-Driven Modeling Approach for Vapor Compression Systems", International Refrigeration and Air Conditioning Conference at Purdue, July 2024.
    BibTeX TR2024-102 PDF
    • @inproceedings{Ma2024jul,
    • author = {Ma, JiaCheng and Qiao, Hongtao and Laughman, Christopher R.}},
    • title = {A Physics-Constrained Data-Driven Modeling Approach for Vapor Compression Systems},
    • booktitle = {International Refrigeration and Air Conditioning Conference at Purdue},
    • year = 2024,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2024-102}
    • }
  •  Lu, Z., Wang, Y., "A Differentiable Dynamic Modeling Approach to Integrated Motion Planning and Actuator Physical Design for Mobile Manipulators", Journal of Field Robotics, DOI: 10.1002/​rob.22394, July 2024.
    BibTeX TR2024-095 PDF
    • @article{Lu2024jul,
    • author = {Lu, Zehui and Wang, Yebin}},
    • title = {A Differentiable Dynamic Modeling Approach to Integrated Motion Planning and Actuator Physical Design for Mobile Manipulators},
    • journal = {Journal of Field Robotics},
    • year = 2024,
    • month = jul,
    • doi = {10.1002/rob.22394},
    • url = {https://www.merl.com/publications/TR2024-095}
    • }
  •  Laughman, C.R., Deshpande, V.M., Chakrabarty, A., Qiao, H., "Enhancing Thermodynamic Data Quality for Refrigerant Mixtures: Domain-Informed Anomaly Detection and Removal", nternational Refrigeration and Air Conditioning Conference at Purdue, July 2024.
    BibTeX TR2024-099 PDF
    • @inproceedings{Laughman2024jul,
    • author = {Laughman, Christopher R. and Deshpande, Vedang M. and Chakrabarty, Ankush and Qiao, Hongtao}},
    • title = {Enhancing Thermodynamic Data Quality for Refrigerant Mixtures: Domain-Informed Anomaly Detection and Removal},
    • booktitle = {nternational Refrigeration and Air Conditioning Conference at Purdue},
    • year = 2024,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2024-099}
    • }
  •  Lu, Z., Wang, Y., Sakamoto, Y., Mou, S., "Distributed Co-Design of Motors and Motions for Robotic Manipulators", European Control Conference (ECC), DOI: 10.23919/​ECC64448.2024.10590808, June 2024.
    BibTeX TR2024-083 PDF
    • @inproceedings{Lu2024jun,
    • author = {Lu, Zehui and Wang, Yebin and Sakamoto, Yusuke and Mou, Shaoshuai}},
    • title = {Distributed Co-Design of Motors and Motions for Robotic Manipulators},
    • booktitle = {European Control Conference (ECC)},
    • year = 2024,
    • month = jun,
    • doi = {10.23919/ECC64448.2024.10590808},
    • url = {https://www.merl.com/publications/TR2024-083}
    • }
  •  Rahman, S., Wang, Y., Menner, M., Liu, D., "Sizing of Electric Vehicle Power Converter Based on Distributed Operating Points", IEEE Transportation Electrification Conference & Expo (ITEC), DOI: 10.1109/​ITEC60657.2024.10598910, June 2024.
    BibTeX TR2024-075 PDF
    • @inproceedings{Rahman2024jun2,
    • author = {{Rahman, Syed and Wang, Yebin and Menner, Marcel and Liu, Dehong}},
    • title = {Sizing of Electric Vehicle Power Converter Based on Distributed Operating Points},
    • booktitle = {IEEE Transportation Electrification Conference \& Expo (ITEC)},
    • year = 2024,
    • month = jun,
    • doi = {10.1109/ITEC60657.2024.10598910},
    • url = {https://www.merl.com/publications/TR2024-075}
    • }
  •  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}
    • }
  •  Dong, Y., Qiao, H., Laughman, C.R., "Physically-constrained Hybrid Modeling for Vapor Compression Systems", Thermal and Fluids Engineering Conference, DOI: 10.1615/​TFEC2024.ml.050269, April 2024, pp. 1259-1268.
    BibTeX TR2024-038 PDF
    • @inproceedings{Dong2024apr,
    • author = {Dong, Yiyun and Qiao, Hongtao and Laughman, Christopher R.},
    • title = {Physically-constrained Hybrid Modeling for Vapor Compression Systems},
    • booktitle = {9th Thermal and Fluids Engineering Conference},
    • year = 2024,
    • pages = {1259--1268},
    • month = apr,
    • doi = {10.1615/TFEC2024.ml.050269},
    • issn = {2379-1748},
    • url = {https://www.merl.com/publications/TR2024-038}
    • }
  •  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}
    • }
  •  Bortoff, S.A., Eisenhower, B., Adetola, V., O'Neil, Z., "Control Challenges and Opportunities in Building Automation" in The Impact of Automatic Control Research on Industrial Innovation: Enabling a Sustainable Future, February 2024.
    BibTeX TR2024-011 PDF
    • @incollection{Bortoff2024feb,
    • author = {{Bortoff, Scott A. and Eisenhower, Bryan and Adetola, Veronica and O'Neil, Zheng}},
    • title = {Control Challenges and Opportunities in Building Automation},
    • booktitle = {The Impact of Automatic Control Research on Industrial Innovation: Enabling a Sustainable Future},
    • year = 2024,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2024-011}
    • }
  •  Qiao, H., Kobayashi, T., Laughman, C.R., Bortoff, S.A., "On the Characteristics of One-Dimensional Compressible Flow", International Modelica Conference, Dirk Müller, Antonello Monti, and Andrea Benigni, Eds., DOI: 10.3384/​ecp204327, December 2023, pp. 327-336.
    BibTeX TR2024-001 PDF
    • @inproceedings{Qiao2023dec,
    • author = {Qiao, Hongtao and Kobayashi, Takashi and Laughman, Christopher R. and Bortoff, Scott A.},
    • title = {On the Characteristics of One-Dimensional Compressible Flow},
    • booktitle = {Proceedings of the 15th International Modelica Conference 2023},
    • year = 2023,
    • editor = {Dirk Müller, Antonello Monti, and Andrea Benigni},
    • pages = {327--336},
    • month = dec,
    • doi = {10.3384/ecp204327},
    • isbn = {978-91-8075-505-4},
    • url = {https://www.merl.com/publications/TR2024-001}
    • }
  •  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}
    • }
  •  Wang, Y., Lin, C., Fang, H., Takegami, T., "Reliability-based Sizing of Electric Propulsion System for Turboelectric Aircraft", IEEE Industrial Electronics Society (IECON), DOI: 10.1109/​IECON51785.2023.10312416, October 2023.
    BibTeX TR2023-129 PDF
    • @inproceedings{Wang2023oct,
    • author = {Wang, Yebin and Lin, Chungwei and Fang, Huazhen and Takegami, Tomoki},
    • title = {Reliability-based Sizing of Electric Propulsion System for Turboelectric Aircraft},
    • booktitle = {IEEE Industrial Electronics Society (IECON)},
    • year = 2023,
    • month = oct,
    • doi = {10.1109/IECON51785.2023.10312416},
    • url = {https://www.merl.com/publications/TR2023-129}
    • }
  •  Qiao, H., Laughman, C.R., "Theoretical analysis of cycling losses in air source heat pump systems", International Congress of Refrigeration (ICR), DOI: 10.18462/​iir.icr.2023.0765, September 2023.
    BibTeX TR2023-127 PDF
    • @inproceedings{Qiao2023sep,
    • author = {Qiao, Hongtao and Laughman, Christopher R.},
    • title = {Theoretical analysis of cycling losses in air source heat pump systems},
    • booktitle = {International Congress of Refrigeration (ICR)},
    • year = 2023,
    • month = sep,
    • publisher = {INTERNATIONAL INSTITUTE OF REFRIGERATION},
    • doi = {10.18462/iir.icr.2023.0765},
    • issn = {0151-1637},
    • isbn = {978-2-36215-055-5},
    • url = {https://www.merl.com/publications/TR2023-127}
    • }
  •  Zhan, S., Chakrabarty, A., Laughman, C.R., Chong, A., "A Virtual Testbed for Robust and Reproducible Calibration of Building Energy Simulation Models", IBPSA Building Simulation Conference, DOI: 10.26868/​25222708.2023.1482, September 2023.
    BibTeX TR2023-114 PDF
    • @inproceedings{Zhan2023sep,
    • author = {{Zhan, Sicheng and Chakrabarty, Ankush and Laughman, Christopher R. and Chong, Adrian}},
    • title = {A Virtual Testbed for Robust and Reproducible Calibration of Building Energy Simulation Models},
    • booktitle = {IBPSA Building Simulation Conference},
    • year = 2023,
    • month = sep,
    • doi = {10.26868/25222708.2023.1482},
    • url = {https://www.merl.com/publications/TR2023-114}
    • }
  •  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}
    • }