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National Tsing Hua University
國立清華大學
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Avatar of BoBin Xiao.
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Avatar of BoBin Xiao.
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BoBin Xiao
助理研究員 @核能研究所
・
2014 ~ Present
Research Development
Within one year
Source Detection Vehicles and Vision-based Robotic ArmstoProject Director As Project Director, managed overall progress, human resources, and administration, while coordinating collaboration two teams, enhancing project management and team coordination skills. Integrated AI models using reinforcement learning, LiDAR, depth cameras, and radiation detectors for radiation source detection vehicles, employing Robot Operating System (ROS) for autonomous navigation and obstacle avoidance. Reinforcement Learning Model Training Algorithm Framework Hardware and Software Architecture Deployment of Vehicle and Real-World Environment Testing Nuclear Thermal-Hydraulic Simulation and Data Analysisto Present Project Director / Research Personnel Participated in a Nuclear Power Plant Safety Analysis
Word
PowerPoint
Excel
Full-time / Interested in working remotely
4-6 years
國立清華大學
・
核子工程與科學研究所

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Technical Skills
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Problem-Solving
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Adaptability
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Within one year
Avatar of BoBin Xiao.
BoBin Xiao
助理研究員 @ 核能研究所
核能研究所
・
2014 ~ Present
Taiwan
Professional Background
Current status
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Research / R&D
Fields of Employment
Work experience
4-6 years
Management
Skills
Word
PowerPoint
Excel
Google Drive
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Research Development
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Full-time
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Remote
Interested in working remotely
Freelance
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國立清華大學
Major
核子工程與科學研究所
Print

     Bo-Bin XIAO Male

  Phone : 886-975 512 280

  Email : [email protected]

  Location : Taipei City, Taiwan

PROFILE

I am very optimistic and responsible. My attributes include such qualities as good learning and cross-domain integration capabilities, excellent communicational skills, solid team spirit. Considered a quicklearner and extremely innovative, I have no problem stepping out of my comfort zone in order to mature professionally and personally.


WORK EXPERIENCE


Institute of Nuclear Energy Research                                  2014-08 to Present

Research Assistant(Civil Servants)

  • Power Grid Vulnerability Analysis 
  • Development of Perception and Decision-making System for Radiation Source Detection Vehicles and Vision-based Robotic Arms
  • Nuclear Thermal-Hydraulic Simulation and Data Analysis

Institute of Nuclear Energy Research                           2011-07 to 2014-06

Assistant R&D Engineer(R&D Substitute Services)

  • Nuclear System Model Development
  • Nuclear System Model Strategy Validation

MAJOR RESEARCH/PROJECTS

Power Grid Vulnerability Analysis                                                                                     2023-01 to Present

Research Personnel

  • Participated in power grid vulnerability analysis, focusing on the establishment and analysis of power grid models using PyPSA and PSS/E software tools to ensure accurate representation of interesting power systems.
  • Employed quantitative risk assessment techniques to integrate vulnerability analysis into the power grid system, enabling a comprehensive evaluation of grid resilience and potential areas for improvement.

     Power Grid Vulnerability Assessment Framework Diagram

     Power Grid Vulnerability Assessment Framework Diagram

Development of Perception and Decision-making System for Radiation Source Detection Vehicles and Vision-based Robotic Arms                                                                                       2021-05 to 2022-10

Project Director

  • As Project Director, managed overall progress, human resources, and administration, while coordinating collaboration two teams, enhancing project management and team coordination skills.
  • Integrated AI models using reinforcement learning, LiDAR, depth cameras, and radiation detectors for radiation source detection vehicles, employing Robot Operating System (ROS) for autonomous navigation and obstacle avoidance.

   Reinforcement Learning Model Training Algorithm Framework

   Hardware and Software Architecture

     Deployment of Vehicle and Real-World Environment Testing

Nuclear Thermal-Hydraulic Simulation and Data Analysis                              2014-08 to Present 

Project Director / Research Personnel                                                                                                               

  • Participated in a Nuclear Power Plant Safety Analysis Project, assessing and enhancing plant safety measures, managing administration, and ensuring timely submissions.
  • Served as the key contributor in technical research and development, organizing project tasks, and actively developing safety solutions for project success.
  • Regularly engaged in technical discussions with colleagues, exchanging insights and collaborating to improve project outcomes and foster a collaborative environment.

Xiao, B.B. and Hsia, C.Y. (2022). The thermal analysis of pre-defueled operation for decommissioning of a BWR4 reactor. Ann. Nucl. Energy 167: 108804, https://doi.org/10.1016/j.anucene.2021.108804.

Xiao B-B, Wang T-C. An investigation of FLEX implementation in Maanshan NPP by using MAAP 5. In: Jiang H, editor. Proceedings of the 20th Pacific Basin Nuclear Conference (PBNC 2016). Singapore: Springer; 2017. pp. 81-96. DOI: 10.1007/978-981-10-2311-8_8

EDUCATIONAL BACKROUND

National Tsing Hua University                                                     2009-09 to 2011-07

The Institute of Nuclear Engineering and Science  Master

Tunghai University

The Department of Physics  Bachelor                                             2005-09 to 2009-06 

CERTIFICATES & AWARDS

Taiwan AI Academy

(2018)

AI Hackathon held in Taiwan - 4th place 

(2022)

Level Two Civil Service Senior Examination Regulations - Nuclear engineering

(2013)

Institute of Nuclear Energy Research Internal Competition - Honorable Mention 

(2022)

Resume
Profile
Print

     Bo-Bin XIAO Male

  Phone : 886-975 512 280

  Email : [email protected]

  Location : Taipei City, Taiwan

PROFILE

I am very optimistic and responsible. My attributes include such qualities as good learning and cross-domain integration capabilities, excellent communicational skills, solid team spirit. Considered a quicklearner and extremely innovative, I have no problem stepping out of my comfort zone in order to mature professionally and personally.


WORK EXPERIENCE


Institute of Nuclear Energy Research                                  2014-08 to Present

Research Assistant(Civil Servants)

  • Power Grid Vulnerability Analysis 
  • Development of Perception and Decision-making System for Radiation Source Detection Vehicles and Vision-based Robotic Arms
  • Nuclear Thermal-Hydraulic Simulation and Data Analysis

Institute of Nuclear Energy Research                           2011-07 to 2014-06

Assistant R&D Engineer(R&D Substitute Services)

  • Nuclear System Model Development
  • Nuclear System Model Strategy Validation

MAJOR RESEARCH/PROJECTS

Power Grid Vulnerability Analysis                                                                                     2023-01 to Present

Research Personnel

  • Participated in power grid vulnerability analysis, focusing on the establishment and analysis of power grid models using PyPSA and PSS/E software tools to ensure accurate representation of interesting power systems.
  • Employed quantitative risk assessment techniques to integrate vulnerability analysis into the power grid system, enabling a comprehensive evaluation of grid resilience and potential areas for improvement.

     Power Grid Vulnerability Assessment Framework Diagram

     Power Grid Vulnerability Assessment Framework Diagram

Development of Perception and Decision-making System for Radiation Source Detection Vehicles and Vision-based Robotic Arms                                                                                       2021-05 to 2022-10

Project Director

  • As Project Director, managed overall progress, human resources, and administration, while coordinating collaboration two teams, enhancing project management and team coordination skills.
  • Integrated AI models using reinforcement learning, LiDAR, depth cameras, and radiation detectors for radiation source detection vehicles, employing Robot Operating System (ROS) for autonomous navigation and obstacle avoidance.

   Reinforcement Learning Model Training Algorithm Framework

   Hardware and Software Architecture

     Deployment of Vehicle and Real-World Environment Testing

Nuclear Thermal-Hydraulic Simulation and Data Analysis                              2014-08 to Present 

Project Director / Research Personnel                                                                                                               

  • Participated in a Nuclear Power Plant Safety Analysis Project, assessing and enhancing plant safety measures, managing administration, and ensuring timely submissions.
  • Served as the key contributor in technical research and development, organizing project tasks, and actively developing safety solutions for project success.
  • Regularly engaged in technical discussions with colleagues, exchanging insights and collaborating to improve project outcomes and foster a collaborative environment.

Xiao, B.B. and Hsia, C.Y. (2022). The thermal analysis of pre-defueled operation for decommissioning of a BWR4 reactor. Ann. Nucl. Energy 167: 108804, https://doi.org/10.1016/j.anucene.2021.108804.

Xiao B-B, Wang T-C. An investigation of FLEX implementation in Maanshan NPP by using MAAP 5. In: Jiang H, editor. Proceedings of the 20th Pacific Basin Nuclear Conference (PBNC 2016). Singapore: Springer; 2017. pp. 81-96. DOI: 10.1007/978-981-10-2311-8_8

EDUCATIONAL BACKROUND

National Tsing Hua University                                                     2009-09 to 2011-07

The Institute of Nuclear Engineering and Science  Master

Tunghai University

The Department of Physics  Bachelor                                             2005-09 to 2009-06 

CERTIFICATES & AWARDS

Taiwan AI Academy

(2018)

AI Hackathon held in Taiwan - 4th place 

(2022)

Level Two Civil Service Senior Examination Regulations - Nuclear engineering

(2013)

Institute of Nuclear Energy Research Internal Competition - Honorable Mention 

(2022)