PhD Scholarship in Machine Learning Aided Design of Hybrid Power Plants and Microgrids

Technical University of Denmark is pleased to invite applicants to apply for a PhD position in sustainable development. Applications are invited up to June 15, 2020.

The Center for Electric Power and Energy (CEE) at the Department of Electrical Engineering invites applications for PhD position associated with exploration, development and demonstration of cost-effective solutions for machine learning based control and design of hybrid power plants. The project is funded by Sino-Danish Center and represents a strong collaboration between Chinese Academy of Sciences and DTU.

The energy production from well-established renewably energy source (RES) such as photovoltaics (PV) and wind is highly variable and it leads to high curtailment, especially in China. In addition, the installation of wind and PV power plants exhibit high infrastructural costs. Therefore, reducing the RES levelized cost of electricity and at the same time increasing their dispatchability in operation is of enormous societal, economic and scientific interest. One of the emerging solutions to deal with this challenge is an aggregation of variable RES technologies with energy storage and other types of environmentally friendly distributed energy resources like fuel cells and biomass into entities called hybrid power plants (HPPs). Responsibilities and tasks You will be responsible for developing methods for modelling, design and control of microgrids with a focus on cost-effectiveness and lifetime degradation effects of power electronic converters and batteries induced by the mission profiles. You will also be analysing experimental data with machine learning models and contribute to the development of these machine learning models. You will be part of a group focusing on control and design of power electronic systems using advanced techniques including machine learning, model predictive control and others, all in order to push the boundaries for what is possible to achieve with modern techniques. Particular focus will be given to improving the performance metrics of advanced controllers, higher cyber-security and on establishing explicit correlations between the design parameters and system-level performance metrics. The methods will have general applicability but will in particular be applied to cost-effective and reliable design of hybrid power plants. You will also make a 9 months guest PhD stay at the Chinese Academy of Sciences. You will be positioned at the Center for Electric Power and Energy, where you will be part of a vibrant and diverse environment with an international atmosphere and strong links to the world-leading Danish energy industry. You will be part of a large group of fellow PhD-students within the field, and you can get access to our cutting-edge experimental facilities, PowerLabDK ( ). Candidates should have a two-year master’s degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master’s degree. An ideal candidate will be self-motivated, enjoy working with complex topics, and thrive in international environment through collaboration and teamwork. You also have an open mind and can think creatively in a mathematical, physical, experimental, and programming context. You are eager to elaborate on the newest research results, to systematically implement and test ideas, and to improve the state-of-the-art. Besides the described personal skills, a candidate with the several of the following competences are particularly encouraged to apply: Candidates may apply prior to obtaining their master’s degree but cannot begin before having received it.

Applications and enclosures received after the deadline will not be considered. All interested candidates irrespective of age, gender, race, disability, religion or ethnic background are encouraged to apply. DTU Electrical Engineering educates students within electrical engineering technologies. We offer studies at BEng, BSc, MSc and PhD levels, and participate in joint international programmes. We conduct state-of-the-art research within antenna and microwave technology, robot technology, power and physical electronics, acoustic environment, electro-acoustics, electric power and energy. Our department has more than 200 members of staff. DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN's 17 Sustainable Development (Sustainable Development scholarships) Goals. Hans Christian rsted founded DTU in 1829 with a clear vision to develop and create value using science and engineering to benefit society. That vision lives on today. DTU has 11,500 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. Our main campus is in Kgs. Lyngby north of Copenhagen and we have campuses in Roskilde and Ballerup and in Sisimiut in Greenland.

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