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PhD Position Learning and Control for Complex Large-Scale Systems with Applications in Greenhouses
3 059 - 3 881€
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
PhD Position Learning and Control for Complex Large-Scale Systems with Applications in Greenhouses (Systems and Control): Developing transferable reduced-order models and data-driven predictive control algorithms for greenhouse airflow, lighting, CO2 dosing, heating, and screens with an accent on Koopman operators, PDEs, microclimate sensing, and crop-centric optimization. Focus on learning hybrid control-oriented models, optimizing sensor and actuator placement, handling fluctuating energy prices, and validating control strategies in greenhouse experiments.
Location: Delft, Netherlands. Relocation to the Netherlands is expected for this job.
Salary: €3059–€3881 gross per month from the first to the fourth year on a full-time 38-hour contract.
Company
is an international university focused on engineering education and research in areas including energy, climate, digitalisation, artificial intelligence, and smart mobility.
What you will do
- Develop reduced-order hybrid models of greenhouse airflow, CO2 levels, temperature, and humidity using microclimate sensor and CFD simulation data.
- Design hybrid data-driven and model-based control algorithms for ventilation and online greenhouse decision-making.
- Develop predictive control methods for controlled PDEs using Koopman operators and/or sparse identification of nonlinear dynamics.
- Optimize ventilation, heating, artificial lighting, screens, sensor placement, and actuator placement based on crop performance and fluctuating energy prices.
- Use large-scale optimization, high-fidelity numerical simulations, and greenhouse demonstrators to implement and validate the developed methods.
- Collaborate with PhD students, researchers, and industrial partners across the GreenControl consortium.
Requirements
- Completed MSc degree in systems and control, applied mathematics, engineering, or a related field.
- Strong background or interest in systems and control, applied mathematics, and machine learning.
- Affinity with biological systems applications.
- English proficiency sufficient for communication, English-taught doctoral courses, scientific articles, and the PhD thesis.
Nice to have
- Experience conducting, designing, or managing experiments for physical or biological systems.
Culture & Benefits
- Four-year doctoral employment period in principle, structured as an initial 1.5-year contract followed by a 2.5-year contract after a go/no-go assessment.
- Enrollment in the Graduate School with supervision, mentoring, and a doctoral education programme.
- 8% holiday allowance and an 8.3% end-of-year bonus.
- Customisable compensation package, health insurance discounts, and a monthly work costs contribution.
- Flexible work schedules can be arranged.
- Relocation support and a dual-career programme are available through the Coming to Delft Service.
Hiring process
- Submit a CV, motivation letter, research-oriented documents, and BSc/MSc transcripts by 30 September 2026.
- Selected applicants will be invited to an interview and asked to provide two references with their consent.
- A knowledge-security risk assessment takes place during the final recruitment stages.
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