1. 岗位综述
Applications are invited for one Postdoctoral Research Associate position in the Department of Mechanical Engineering at Iowa State University. The research objectives of this position are to (1) develop machine learning algorithms to online detect faults and predict failures of rotating machinery (e.g., motors, pumps, and rotor systems) and lithium-ion rechargeable batteries and (2) assist in validating the data analytics on an Industrial Internet of Things (IIoT) hardware and software platform. The duration of the position is expected to be one year and may be renewable based on performance and availability of funding. The salary will be commensurate with the prior research experience of the applicant.
2. 应聘条件
Candidates should have a recent Ph.D. in Mechanical Engineering, Electrical Engineering, or a related discipline. Applicants with experience in (1) fault diagnostics and failure prognostics, (2) traditional machine learning and deep learning, and/or (3) experimental/computational studies of lithium-ion batteries are highly encouraged to apply. Particularly, prior research experience in one or more of the following areas are desired:
- Algorithm development for traditional machine learning and deep learning
- Algorithm development for fault diagnostics and failure prognostics
- Vibration analysis for diagnostics/prognostics of rotating machinery
- Algorithm development for battery management system (BMS)
- Computational modeling of lithium-ion cell designs and lifetime performance
3. 岗位职责
The postdoctoral associate will attend the weekly individual and group meetings, mentor at least two Ph.D. students in the group, and facilitate close collaborations with a company specialized in IIoT and predictive maintenance. The postdoctoral associate will also publish the findings of his/her research in premier journals, present his/her research in high-impact conferences, and participate in proposal writing. Only individuals who have a strong desire to pursue an academic career are encouraged to apply.
4. 应聘方式
The position is available immediately. Applications will be processed as they arrive until the position is closed. Interested applicants should submit by email (1) a cover letter that summarizes prior research experience and (2) a CV to Dr. Chao Hu, chaohu@iastate.edu.