Jheronimus Academy of Data Science (JADS) Den Bosch, is proud to start with three large Robust AI labs together with:
Short Description
Are you an enthusiastic and ambitious researcher with a completed master's degree in a field related to machine learning (Computer science, AI, Data Science), or in Electrical Engineering with an affinity for AI and deep learning? Does the idea of working on real-world problem, and working with industry partners excite you? Are you passionate about using deep learning and explainable AI methods for power-load forecasting and achieving promising and renewable-energy forecasting? We are recruiting a PhD candidate who will develop accurate AI-powered electricity grid forecasting methods and trial them with industrial partners who work in the Dutch Caribbean islands.
Job Description
This position is linked to ILUSTRE, a new Innovation Center for Artificial Intelligence (ICAI) to be established in Curaçao. ILUSTRE will be a living lab in the Caribbean with the objective to develop, implement and test AI innovations that will accelerate the use of clean energy and advanced solutions in water treatment and wastewater recycling/purification. The innovation lab is one of the new ICAI labs that are part of the ROBUST program on Trustworthy AI-based Systems for Sustainable Growth which is financed under the NWO LTP funding scheme. ILUSTRE offers opportunities for PhD candidates who wish to support to the acceleration of the energy transition and who have an affinity with the Dutch Caribbean islands.
Scientific Challenge
Short-term forecasts of (a) power load and (b) renewable energy supply, are crucial for decarbonizing electricity grids: without these forecasts, high-carbon baseload generators must be kept running. The scientific challenge is to achieve accurate and reliable forecasts, in the face of changeable energy demand patterns and external covariates (weather, public events, etc). Deep learning has been shown to perform very well on power-load forecasting and achieves promising results in renewable-energy forecasting (Wang et al., 2019). This Ph.D. plan sets out to develop deep learning algorithms that realize forecasts that are both accurate and reliable, with the flexibility to adapt to local conditions. You will be contributing to the research conducted in ILLUSTRE by utilizing techniques such as (geometric) deep learning, and nonparametric (Gaussian process) regression.
Similar Positions
-
Ph D Position Modeling And Simulation Of Local Energy Communities, Delft University of Technology, Netherlands, about 12 hours ago
Join us and start your carrier as a researcher and scientist in the field of power and energy systems. Develop models for local energy communities and speed up energy transition at local scale. De...
-
Ph D Scholarship In Ai For Electricity Markets Dtu Wind, Technical University of Denmark, Denmark, 4 days ago
Skip to main content. Profile Sign Out View More Jobs PhD Scholarship in AI for Electricity Markets - DTU Wind Denmark Trending Job Description If you would like to contribute to the green transit...
-
Ph D Position Optimal Operational Resiliency Of Large Size Multi Energy Systems , Delft University of Technology, Netherlands, about 12 hours ago
Detailed generic stability model and effective scalable optimization for resilient and multi-objective operation and control new concepts for large-size multi-energy systems. The project Optimal, ...
-
Ph D Position Intelligent Teaching Assistant For Programming Education , Delft University of Technology, Netherlands, about 12 hours ago
Learning how to approach and tackle programming problems is hard. Novice programmers are required to master complicated processes such as combining elementary operations into programs, problem dec...
-
Ph D Student In Energy And Environmental Engineering, Mälardalen University, Sweden, about 7 hours ago
Mälardalen University (MDU) is the youngest university in Sweden. In line with our vision, to be a progressive and collaborative University where we shape a sustainable future together, we wish to...
-
Ph D's On Neuromorphic Computing & Engineering: Algorithms&Hardware Architectures, Eindhoven University of Technology, Netherlands, about 15 hours ago
Irène Curie Fellowship No Department(s) Electrical Engineering Reference number V36.7370 Job description The Neuromorphic Edge Computing Systems (NECS) Lab at the Eindhoven University of Technolog...