NATIONAL UNIVERSITY OF SINGAPORE

Research Fellow (Modelling and Monitoring of Lithium-ion Batteries)

Location
Singapore
Posted
24 May 2023
End of advertisement period
23 Jun 2023
Ref
14886144
Contract Type
Permanent
Hours
Full Time

Job Description

Job description: The candidate will focus on the modeling, estimation, and optimization of energy storage, especially Lithium-ion batteries. The target of the project is to propose a hybrid model, which combines physical models and machine learning models to better monitor the health of Lithium-ion batteries (e.g., state of health and remaining useful life).

Qualifications

Job Requirements: Applicants are expected to have BS/MS/PhD degrees in Mechanical Engineering, Automotive Engineering, Electrical Engineering, Control and Automation, Power and Energy, Applied Mathematics, or other related fields. Specific qualifications for different positions are listed below:

  • Solid modeling, programming, and good communication skills  are required.
  • A good research record in battery areas is required
  • Similar research background and good writing skills are required. The candidate should be either a control expert or a machine learning expert.
  • Deep understanding of optimization, machine learning, and artificial intelligence is highly desired
  • Strong motivation and interest in staying in academia are desired
  • A good publication record is highly desired

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