Researcher Solar
2 weeks ago
**Researcher Solar**:
- Employer- Dubai Electricity & Water Authority DEWA- Location- Dubai (Emirate) (AE)- Salary- Based on experience- Closing date- 24 May 2024- Discipline
Engineering
Job Type
Researcher
Employment - Hours
Full time
Duration
Fixed term
Qualification
PhD
Sector
Government- You need to sign in or create an account to a job.
**Area: Solar**
**Program: Solar resource assessment and forecasting**
**Context**
Photovoltaic (PV) production forecasting essentially consists of predicting the cloud cover, and subsequently solar irradiance at ground level, at a given site. To produce such forecasts, DEWA R&D uses a multitude of technologies, such as camera-based and satellite-based methods, but also numerical weather prediction (NWP), as well as statistical and machine learning methods. The accuracy of solar irradiance forecasts depends on a multitude of factors, such as the forecast horizon, the climate at Dubai, the applied error metrics, the temporal resolution of the forecasts, the length of the considered period, and so on. Estimating the forecast error for a given project before performing the forecasts is difficult and requires a database of forecast errors under certain conditions.
**Objective**
**Specific tasks**
- Bibliographic research about solar irradiance and PV forecast.
- Creation of a forecast models based on deep learning, numerical weather forecast models and machine learning.
- Evaluation of forecast errors under various conditions.
- Site adaptation of models using machine learning and deep learning.
- Writing documentation.
**Duration**: 1.5-2 years with potential for extension, **FULL TIME CONTRACTUAL ROLE (Note: Not DEWA direct hire)**
**Qualifications**
- MSC or PhD in a related discipline e.g. Energy systems, Computer Science, Atmospheric Physics, Solar energy, Engineering Systems
- Scopus-indexed publication record
- Knowledge and experience in meteorology, atmospheric science, Geo-informatics, Applied Mathematics, Machine learning, Deep learning, big data, solar energy, radiometry, remote sensing, numerical modelling, Geographic information system.
**Skills**
- We are looking for a skilled and motivated intern interested in atmospheric science, statistics, and renewable energies.
- Familiarity with the concepts of geographic modelling would be an advantage.
- Experience with one or more of these tools would be a plus: Python, MATLAB, R, shell scripting, SQL, Advance knowledge of Linux, web development.
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