Pacific Northwest National Laboratory Jobs

Job Information

Pacific Northwest National Laboratory PhD Intern - Reinforcement learning for power system control in RICHLAND, Washington

Organization and Job ID

Job ID: 310422

Directorate: Energy & Environment

Division: Electricity Infrastructure & Buildings

Group: Electricity Infrastructure

Job Description

For more than 50 years, Pacific Northwest National Laboratory has advanced the frontiers of science and engineering in the service of our nation and the world in the areas of energy, the environment and national security.

The Electricity Infrastructure Group is looking for a university intern to conduct research in the area of control and reinforcement learning with a focus on application in power system stability and emergency control. The research focus would be to develop and test combined control theory-based and reinforcement learning-based control algorithms for power system emergency control. In order to contribute to these research efforts, a successful candidate would have research experience in control of dynamic systems and good knowledge of reinforcement learning. In addition, the candidate should be proficient in programing languages and software tools and packages for grid simulation, control, and reinforcement learning.

Minimum Qualifications

Candidates must be currently enrolled/matriculated in a PhD program at an accredited college. Minimum GPA of 3.0 is required.

Preferred Qualifications

  • The candidate must have a solid background in control of dynamic systems (preferably power grid) and reinforcement learning.

  • Familiar with power system stability, simulation and control.

  • Experience with tools, frameworks and algorithms used for reinforcement learning research such as Tensorflow/PyTorch, OpenAI Gym, OpenAI Baselines

  • Good programming skills with Python, C++, Java, etc.

  • Experience with power system emergency control is a plus.

  • Ph.D. degree in Electrical Engineering, Control, Mechanical Engineering or related field.

  • 3.5 GPA or higher is preferred

Equal Employment Opportunity

Battelle Memorial Institute (BMI) at Pacific Northwest National Laboratory (PNNL) is an Affirmative Action/Equal Opportunity Employer and supports diversity in the workplace. All employment decisions are made without regard to race, color, religion, sex, national origin, age, disability, veteran status, marital or family status, sexual orientation, gender identity, or genetic information. All BMI staff must be able to demonstrate the legal right to work in the United States. BMI is an E-Verify employer. Learn more at jobs.pnnl.gov.

Please be aware that the Department of Energy (DOE) prohibits DOE employees and contractors from participation in certain foreign government talent recruitment programs. If you are offered a position at PNNL and are currently a participant in a foreign government talent recruitment program you will be required to disclose this information before your first day of employment.

Directorate: Energy & Environment

Job Category: Master's and PhD Level Internships

Group: Electricity Security

Opening Date: 2020-02-07

Closing Date: 2020-02-27

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