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Position: PhD scholarship in Implementation of Digital Twins for Heat Pump Systems for District Heating
Institution: Technical University of Denmark
Location: Kongens Lyngby, Lyngby‐Taarbæk Municipality, Denmark
Duties: The PhD student will do research related to development of numerically effective models which in combination with stochastical data processing methods and decision algorithms will lead to a virtual representation of physical heat pump plants. Direct interaction between the real plant and the virtual representation (Digital Twin) will enable monitoring, diagnosis and optimization of the real plant. This will lead to considerable improvements of the system, in terms of energy efficiency and economic performance. Further, the development of digital twins provides the necessary framework for digitalization of heat pump plants and thereby improving the accessibility of these units for alternative services for the energy system; Your main research responsibilities are related to: Development of numerically effective models that can be used in system monitoring, fault detection and system optimization methods. The plants will be modelled using the object-oriented modelling language Modelica; Development of numerical methods for adapting numerical models to the state of the physical system; Identification of suitable services supplied by digital twins and development of model structures that allow for the delivery of these services; Validating models by using datasets from case study plants; Disseminating research results to national and international stakeholders in both scientific journals and conferences and in technical meetings; Collaborating with project partners on model frameworks and development and experimental campaigns; 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; The candidate is expected to have a background in thermal engineering disciplines and numerical modelling of systems as refrigeration and heat pump cycles or in control engineering for these applications
Requirements: 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; The candidate is expected to have a background in thermal engineering disciplines and numerical modelling of systems as refrigeration and heat pump cycles or in control engineering for these applications
   
Text: PhD scholarship in Implementation of Digital Twins for Heat Pump Systems for District Heating DTU Mechanical Eng Share on Facebook Share on Twitter Share on Linkedin Tuesday 19 May 20 Apply for this job Apply no later than 3 June 2020 Apply for the job at DTU Mechanical Eng by completing the following form. Apply online DTU Mechanical Engineering, Section of Thermal Energy, conducts research in the field of sustainable thermal energy technologies for the future energy system. An important part of our research relates to heat pumps and refrigeration technology for providing heating and cooling based on renewable sources for the industrial and commercial consumers as well as household for example by district heating. In collaboration with commercial and academic partners in Denmark and Germany, we have recently initiated a novel initiative in the field of digital twins for optimal operation of heat pumps in smart energy system solutions (See http://digitaltwins4hprs.dk ). We are looking for a new PhD student to take part in research in this project in collaboration with a team of researchers with focus on optimization and numerical modelling of large-scale heat pump systems. You will work in the field of numerical modelling of heat pumps with focus on the development of dynamic models and use of these for performance and control optimization of large-scale heat pumps in operation in district heating systems. The research will also aim at applying the models as digital twins to conduct experiments in the plant operation numerically. Responsibilities and tasks The PhD student will do research related to development of numerically effective models which in combination with stochastical data processing methods and decision algorithms will lead to a virtual representation of physical heat pump plants. Direct interaction between the real plant and the virtual representation (Digital Twin) will enable monitoring, diagnosis and optimization of the real plant. This will lead to considerable improvements of the system, in terms of energy efficiency and economic performance. Further, the development of digital twins provides the necessary framework for digitalization of heat pump plants and thereby improving the accessibility of these units for alternative services for the energy system. Your main research responsibilities are related to: Development of numerically effective models that can be used in system monitoring, fault detection and system optimization methods. The plants will be modelled using the object-oriented modelling language Modelica. Development of numerical methods for adapting numerical models to the state of the physical system Identification of suitable services supplied by digital twins and development of model structures that allow for the delivery of these services Validating models by using datasets from case study plants Disseminating research results to national and international stakeholders in both scientific journals and conferences and in technical meetings Collaborating with project partners on model frameworks and development and experimental campaigns Qualifications 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. The candidate is expected to have a background in thermal engineering disciplines and numerical modelling of systems as refrigeration and heat pump cycles or in control engineering for these applications. Approval and Enrolment The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see the DTU PhD Guide . We offer DTU is a leading technical university globally recognized for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility. Salary and appointment terms The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union. The period of employment is 3 years. You can read more about career paths at DTU here . Further information Further information may be obtained from Professor Brian Elmegaard, tel.: 45 4525 4169. You can read more about Department of Mechanical Engineering at www.mek.dtu.d k . Application Please submit your online application no later than 3 June 2020 (local time) . Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply online", fill out the online application form, and attach all your materials in English in one PDF file . The file must include: A letter motivating the application (cover letter) Curriculum vitae Grade transcripts and BSc/MSc diploma Excel sheet with translation of grades to the Danish grading system (see guidelines and Excel spreadsheet here ) 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 Mechanical Engineering covers the fundamental engineering disciplines within Solid mechanics, Fluid mechanics, Coastal and Maritime Engineering, Energy systems and energy conversion, Materials and Surface Engineering, Manufacturing Engineering, Engineering design and Product development. The department has a scientific staff of about 135 persons, 100 PhD students and a technical/administrative support staff of about 80 persons. Technology for people 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 Goals. Hans Christian Ørsted 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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