Postdoc in nonconvex QCQP optimization in electricity markets

Job description

Nonconvex QCQP optimization theory has been developed recently with several new avenues for further theoretical and applied research. Some of these recent theoretical developments deserve further attention to be adjusted for solving real-world problems. The electricity-market area provides a rich domain of applications for recent developments in the nonconvex QCQP optimization theory. The short-term market models have now more nonconvex quadratic terms which need to optimize in a time frame much shorter than what we had before. Besides, the electricity prices need to be calculated much more efficient given these level of noconvexities introduced in the system. This project has three objectives: First, the recent theoretical QCQP developments will be studied and developed. Second, the new theoretical developments will be used for solving the short-term market optimization models much faster, third, the pricing models for such markets with nonconvexities will be revisited and new approaches will be developed, tested and suggested. The postdoc researcher is a part of a team working on different electricity market issues and will be involved in teaching and supervision of the PhD students.

What we offer

• A position at a leading technical university that generates knowledge and skills for a sustainable future
• Engaged and ambitious colleagues along with a creative, international and dynamic working environment
• Help to relocate and be settled in Sweden and at KTH

Read more about what it is like to work at KTH

Qualifications

Requirements

• A doctoral degree or an equivalent foreign degree in electrical engineering, applied mathematics or applied economics. This eligibility requirement must be met no later than the time the employment decision is made.
• Research expertise in electricity market areas.
• Teaching abilities.
• Strong computer programming skills for example using Julia/Python, MATLAB, or GAMS programming languages. 
• Excellent English-language skills proved by international English exams such as IELTS or TOEFL, as it is required in the daily work. 

Personal skills

• Ability to work in an international team and supervising the junior PhD students.
• Awareness of diversity and equal opportunity issues, with specific focus on gender equality
• Collaborative abilities.
• Independence.

Preferred qualifications

• A doctoral degree or an equivalent foreign degree, obtained within the last three years prior to the application deadline.
• PhD degree in Electrical Engineering, Energy Economics, Operations Research or Applied Mathematics. Proven excellent knowledge of non-convex optimization theory, discrete optimization theory, stochastic processes, mathematical decomposition techniques, and electricity-market principles. Students with MSc degrees from other disciplines (for example physics or mathematics) who are interested in and capable of performing theoretical research in electricity-market areas are recommended to apply. 
• Knowledge of EU electricity market designs and involvement in electricity-market related projects.
• Relevant papers in the areas of applied mathematics, operations research, or electricity markets. 
• Proven ability to work in an international team of researchers and collaborate with other team members. 

Great emphasis will be placed on personal skills.

Trade union representatives

Contact information to trade union representatives.

To apply for the position

Log into KTH's recruitment system to apply for this position. You are responsible for ensuring that your application is complete according to the instructions in the ad.

• CV including relevant professional experience and knowledge.
• Copy of diplomas and grades from your previous university studies. Translations into English or Swedish if the original documents have not been issued in any of these languages.
• Brief account of why you want to conduct research, your academic interests and how they relate to your previous studies and future goals. Max two pages long.
• Nominating at least two reference persons who can comment on the applicant scientific performance. The recommendation letters can be also sent along with other application documents.

Your complete application must be received at KTH no later than the last day of application, midnight CET/CEST (Central European Time/Central European Summer Time).

About the employment

The position offered is for, at the most, two years.

A position as a postdoctoral fellow is a time-limited qualified appointment focusing mainly on research, intended as a first career step after a dissertation.

Others

Striving towards gender equality, diversity and equal conditions is both a question of quality for KTH and a given part of our values.

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According to The Protective Security Act (2018-585), the candidate must undergo and pass security vetting if the position is placed in a security class. Information regarding whether the position is subject to such a classification will be provided during the recruitment process.

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Disclaimer: In case of discrepancy between the Swedish original and the English translation of the job announcement, the Swedish version takes precedence.

About KTH

KTH Royal Institute of Technology in Stockholm has grown to become one of Europe’s leading technical and engineering universities, as well as a key centre of intellectual talent and innovation. We are Sweden’s largest technical research and learning institution and home to students, researchers and faculty from around the world. Our research and education covers a wide area including natural sciences and all branches of engineering, as well as architecture, industrial management, urban planning, history and philosophy. Read more here

1. Prof. Mohammad Reza Hesamzadeh, mrhesa@kth.se
2. HR Eleni Nylén, rekrytering@eecs.kth.se