Yebin Wang

Yebin Wang
Yebin's Quick Links

  • Biography

    Prior to joining MERL, Yebin worked on process control, software development and management, and nonlinear estimation theory for over ten years. At MERL, Yebin has been working on control and estimation for various automation and transportation systems. Yebin's research interests include nonlinear estimation/control theory and applications, optimal control, adaptive/learning systems, modeling and control of complex systems.

  • Recent News & Events

    •  NEWS    MERL researchers present 9 papers at ACC 2024
      Date: July 10, 2024 - July 12, 2024
      Where: Toronto, Canada
      MERL Contacts: Karl Berntorp; Ankush Chakrabarty; Vedang M. Deshpande; Stefano Di Cairano; Christopher R. Laughman; Arvind Raghunathan; Abraham P. Vinod; Yebin Wang; Avishai Weiss
      Research Areas: Artificial Intelligence, Control, Dynamical Systems, Machine Learning, Multi-Physical Modeling, Optimization, Robotics
      Brief
      • MERL researchers presented 9 papers at the recently concluded American Control Conference (ACC) 2024 in Toronto, Canada. The papers covered a wide range of topics including data-driven spatial monitoring using heterogenous robots, aircraft approach management near airports, computation fluid dynamics-based motion planning for drones facing winds, trajectory planning for coordinated monitoring using a team of drones and a ground carrier vehicle, ensemble Kalman smoothing-based model predictive control for motion planning for autonomous vehicles, system identification for Lithium-ion batteries, physics-constrained deep Kalman filters for vapor compression systems, switched reference governors for constrained systems, and distributed road-map monitoring using onboard sensors.

        As a sponsor of the conference, MERL maintained a booth for open discussions with researchers and students, and hosted a special session to discuss highlights of MERL research and work philosophy.

        In addition, Abraham Vinod served as a panelist at the Student Networking Event at the conference. The student networking event provides an opportunity for all interested students to network with professionals working in industry, academia, and national laboratories during a structured event, and encourages their continued participation as the future leaders in the field.
    •  
    •  TALK    [MERL Seminar Series 2024] Na Li presents talk titled Close the Loop: From Data to Actions in Complex Systems
      Date & Time: Wednesday, April 10, 2024; 12:00 PM
      Speaker: Na Li, Harvard University
      MERL Host: Yebin Wang
      Research Areas: Control, Dynamical Systems, Machine Learning
      Abstract
      • The explosive growth of machine learning and data-driven methodologies have revolutionized numerous fields. Yet, translating these successes to the domain of dynamical, physical systems remains a significant challenge, hindered by the complex and often unpredictable nature of such environments. Closing the loop from data to actions in these systems faces many difficulties, stemming from the need for sample efficiency and computational feasibility amidst intricate dynamics, along with many other requirements such as verifiability, robustness, and safety. In this talk, we bridge this gap by introducing innovative approaches that harness representation-based methods, domain knowledge, and the physical structures of systems. We present a comprehensive framework that integrates these components to develop reinforcement learning and control strategies that are not only tailored for the complexities of physical systems but also achieve efficiency, safety, and robustness with provable performance.
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  • MERL Publications

    •  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}
      • }
    •  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}
      • }
    •  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}
      • }
    •  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}
      • }
    See All MERL Publications for Yebin

  • Videos

  • MERL Issued Patents

    • Title: "Autonomous Parking with Hybrid Exploration of Parking Space"
      Inventors: Wang, Yebin; Dai, Siyu
      Patent No.: 11,767,035
      Issue Date: Sep 26, 2023
    • Title: "Multi-Layer Axial and Radial flux Vernier Permanent Magnet Motor"
      Inventors: Zhou, Lei; Wang, Bingnan; Lin, Chungwei; Liu, Dehong; Wang, Yebin; Teo, Koon Hoo
      Patent No.: 11,502,564
      Issue Date: Nov 15, 2022
    • Title: "System and Method for Feasibly Positioning Servomotors with Unmodeled Dynamics"
      Inventors: Chakrabarty, Ankush; Danielson, Claus; Wang, Yebin
      Patent No.: 11,392,104
      Issue Date: Jul 19, 2022
    • Title: "Data-Driven Nonlinear Output-Feedback Control of Power Generators"
      Inventors: Gao, Weinan; Wang, Yebin
      Patent No.: 11,392,099
      Issue Date: Jul 19, 2022
    • Title: "System and Method for Estimating Temperature and Heat Loss in Electric Motors"
      Inventors: Wang, Bingnan; Wang, Yebin; Ma, Tong; Lin, Chungwei; Komatsu, Taiga
      Patent No.: 11,293,986
      Issue Date: Apr 5, 2022
    • Title: "Network Adapted Control System"
      Inventors: Guo, Jianlin; Ma, Yehan; Wang, Yebin; Chakrabarty, Ankush; Ahn, Heejin; Orlik, Philip V.
      Patent No.: 10,969,767
      Issue Date: Apr 6, 2021
    • Title: "System and Method for Control Constrained Operation of Machine with Partially Unmodeled Dynamics Using Lipschitz Constant"
      Inventors: Chakrabarty, Ankush; Jha, Devesh; Wang, Yebin
      Patent No.: 10,895,854
      Issue Date: Jan 19, 2021
    • Title: "Deterministic Path Planning for Controlling Vehicle Movement"
      Inventors: Wang, Yebin
      Patent No.: 10,809,732
      Issue Date: Oct 20, 2020
    • Title: "Network Adapted Control System"
      Inventors: Wang, Yebin; Ma, Yehan; Orlik, Philip V.; Koike-Akino, Toshiaki; Guo, Jianlin
      Patent No.: 10,809,701
      Issue Date: Oct 20, 2020
    • Title: "SYSTEM AND METHOD FOR DATA-DRIVEN CONTROL WITH PARTIALLY UNKNOWN FEEDBACK"
      Inventors: Wang, Yebin
      Patent No.: 10,768,585
      Issue Date: Sep 8, 2020
    • Title: "Vehicle Motion Control System and Method"
      Inventors: Wang, Yebin; Dai, Jin
      Patent No.: 10,663,966
      Issue Date: May 26, 2020
    • Title: "Motion Controller for Real-Time Continuous Curvature Path Planning"
      Inventors: Bortoff, Scott A.; Wang, Yebin; Dai, Jin
      Patent No.: 10,591,915
      Issue Date: Mar 17, 2020
    • Title: "METHODS AND SYSTEMS FOR BATTERY STATE OF POWER PREDICTION"
      Inventors: Pajovic, Milutin; Sahinoglu, Zafer; Wang, Yebin; Orlik, Philip V.
      Patent No.: 10,564,222
      Issue Date: Feb 18, 2020
    • Title: "Interference Free Scheduling for Multi-Controller Multi-Control-Loop Control Systems over Wireless Communication Networks"
      Inventors: Guo, Jianlin; Orlik, Philip V.; Wang, Yebin
      Patent No.: 10,531,477
      Issue Date: Jan 7, 2020
    • Title: "RECHARGEABLE BATTERY PARAMETER ESTIMATION APPARATUS ANDRECHARGEABLE BATTERY PARAMETER ESTIMATION METHOD"
      Inventors: Wada, Toshihiro; Takegami, Tomoki; Wang, Yebin .; Kim, Taesic; Sahinoglu, Zafer
      Patent No.: 10,353,007
      Issue Date: Jul 16, 2019
    • Title: "Methods and Systems for Data-Driven Battery State of Charge (SoC) Estimation"
      Inventors: Pajovic, Milutin; Ozcan, Gozde; Sahinoglu, Zafer; Wang, Yebin; Orlik, Philip V.
      Patent No.: 10,324,135
      Issue Date: Jun 18, 2019
    • Title: "System and Method for Speed Sensorless Motor Drives"
      Inventors: Wang, Yebin
      Patent No.: 10,218,301
      Issue Date: Feb 26, 2019
    • Title: "Method and System for Controlling Angular Speeds of Motors in Speed Sensorless Induction Motors"
      Inventors: Wang, Yebin; Bortoff, Scott A.
      Patent No.: 9,985,563
      Issue Date: May 29, 2018
    • Title: "Vehicle Automated Parking System and Method"
      Inventors: Wang, Yebin; Jha, Devesh
      Patent No.: 9,969,386
      Issue Date: May 15, 2018
    • Title: "System and Method for Controlling Speed of Electric Motor"
      Inventors: Wang, Yebin; Zhou, Lei
      Patent No.: 9,966,891
      Issue Date: May 8, 2018
    • Title: "Method and System for Controlling Angular Rotor Speeds of Sensorless Induction Motors"
      Inventors: Wang, Yebin; Zhang, Jian
      Patent No.: 9,893,666
      Issue Date: Feb 13, 2018
    • Title: "System and Method for Controlling Elevator Door Systems"
      Inventors: Wang, Yebin
      Patent No.: 9,834,414
      Issue Date: Dec 5, 2017
    • Title: "Method and System for Controlling an Angular Speed of an Induction Motor"
      Inventors: Wang, Yebin
      Patent No.: 9,780,711
      Issue Date: Oct 3, 2017
    • Title: "Motion-Control System for Performing Different Tasks"
      Inventors: Wang, Yebin; Jiang, Yu; Bortoff, Scott A.
      Patent No.: 9,529,341
      Issue Date: Dec 27, 2016
    • Title: "Optimization of System Control Based on Solving Multi-Point Boundary Value Problems"
      Inventors: Wang, Yebin; Bortoff, Scott A.
      Patent No.: 9,378,469
      Issue Date: Jun 28, 2016
    • Title: "Method for Estimating a State of Charge of Batteries"
      Inventors: Sahinoglu, Zafer; Fang, Huazhen; Wang, Yebin
      Patent No.: 9,244,129
      Issue Date: Jan 26, 2016
    • Title: "System and Method for Controlling Semi-Active Actuators Arranged to Minimize Vibration in Elevator Systems"
      Inventors: Wang, Yebin; Bortoff, Scott A.
      Patent No.: 9,242,837
      Issue Date: Jan 26, 2016
    • Title: "Method for Estimating State of Charge for Lithium-Ion Batteries"
      Inventors: Wang, Yebin; Fang, Huazhen; Sahinoglu, Zafer
      Patent No.: 9,077,182
      Issue Date: Jul 7, 2015
    • Title: "Method for Determining Trajectory of Multi-Motor Control System Avoiding Obstacle"
      Inventors: Wang, Yebin; Yu, Han; Bortoff, Scott A.
      Patent No.: 9,076,337
      Issue Date: Jul 7, 2015
    • Title: "System and Method for Controlling Semi-Active Actuators Arranged to Minimize Vibration in Elevator Systems"
      Inventors: Wang, Yebin; Bortoff, Scott A.
      Patent No.: 8,849,465
      Issue Date: Sep 30, 2014
    • Title: "An Energy Efficient Motion Control System"
      Inventors: Wang, Yebin; Koichiro, Ueda; Bortoff, Scott A.
      Patent No.: 8,816,627
      Issue Date: Aug 26, 2014
    • Title: "System and Method for Controlling Semi-Active Actuators"
      Inventors: Wang, Yebin; Bortoff, Scott A.
      Patent No.: 8,768,522
      Issue Date: Jul 1, 2014
    • Title: "System and Method for Reducing Lateral Vibration in Elevator"
      Inventors: Wang, Yebin
      Patent No.: 8,761,947
      Issue Date: Jun 24, 2014
    • Title: "Method for Determining Trajectories Manipulators to Avoid Obstacles"
      Inventors: Zhao, Yiming; Wang, Yebin
      Patent No.: 8,700,307
      Issue Date: Apr 15, 2014
    • Title: "Method for Generating Trajectories for Motor Controlled Actuators"
      Inventors: Wang, Yebin; Bortoff, Scott A.; Zhao, Yiming
      Patent No.: 8,700,190
      Issue Date: Apr 15, 2014
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