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PhD Position in Predictive Prognostics and Adaptive Load Control for Wind Turbine Blade Longevity and Efficiency Optimization

2 maanden geleden


Delft, Zuid-Holland, Nederland TU Delft Voltijd
Job Description

TU Delft is seeking a highly motivated PhD candidate to join the Intelligent Sustainable Prognostics (iSP) Group at the Faculty of Aerospace Engineering. The successful candidate will contribute to the development of a self-learning, prognostics-based blade load control methodology to maintain blade lifetime consumption at a target level.

Research Objectives
  • Develop an interpretable prognostic model to estimate the conditional reliability and Remaining Useful Life (RUL) of wind turbine blades.
  • Design a self-learning control algorithm that adjusts blade loading in real-time based on predicted RUL, conditional reliability, and current health state.
  • Experimentally validate the developed control algorithm and measure real-time energy output adaptations to optimize cost functions.
Requirements

The ideal candidate should have a strong background in machine learning, stochastic modeling, and Bayesian statistics. Proficiency in programming languages such as Python, C, or R is required. Excellent communication skills in English, both written and oral, are essential.

Eligibility Criteria

The candidate must not have been awarded a PhD and must not have resided or carried out their main activity in the Netherlands for more than 12 months within the last 3 years.

Conditions of Employment

The PhD candidate will be offered a 4-year period of employment in principle, with an initial 1.5-year contract and a progress assessment within 15 months. Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities.

About TU Delft

TU Delft is a top international university combining science, engineering, and design. We deliver world-class results in education, research, and innovation to address challenges in energy, climate, mobility, health, and digital society.

About the Faculty of Aerospace Engineering

The Faculty of Aerospace Engineering at Delft University of Technology is one of the world's most highly ranked research, education, and innovation communities devoted entirely to aerospace engineering.