Integrated steam production design and control using physics-based non-linear MPC as system int[...]

KU Leuven; Vlaams-Brabant; Sur place; EUR 36 000 - 48 000; Plein temps

Avantages offerts par ce poste

Health insurance

University facilities access

Competitive salary

Research network

Résumé du poste

KU Leuven invites applications for a PhD position in the SySi Team focusing on integrated steam system design and control in a multi-energy vector context. The PhD combines physics-based MPC with co-design concepts for optimal sizing, leveraging collaboration with EnergyVille and industry partners.

The role requires a Master of Science in Engineering, strong programming in C/C++, Python and Modelica, and a passion for energy systems, optimization, and teaching activities.

Qualifications

• Be proficient in English (spoken and written).
• Be able to work independently, accurately and methodically.
• Be a team player, using the multidisciplinary network offered.
• Present research findings at national and international conferences.
• Publish research findings in international top-journals.
• Contribute to FLEX-SMR project as one of the main researchers for the novel developments, but also for the related communication, dissemination and valorisation tasks.
• Knowledge of C/C++ is a prerequisite.
• Knowledge of Modelica, Python, and Java is an asset.
• Experience with CasADi is an asset.
• Have an advanced knowledge of computing systems and infrastructure.
• Attend international project meetings and write project reports.
• Assist in teaching activities through project work and exercise sessions.
• Supervise Master theses.

Responsabilités

• Develop and transfer physics-based MPC workflows to steam processes in chemical industry.
• Work within co-design framework for integrated control and sizing of steam systems.
• Collaborate with KU Leuven teams and partner companies on FLEX-SMR.
• Present and publish research results at conferences and journals.

Connaissances

MPC expertise

Energy systems

Team collaboration

Formation

Master of Science in Engineering

Outils

C/C++

Modelica

Python

Java

CasADi

Description du poste

Integrated steam production design and control using physics-based non-linear MPC as system integrator

At the division of Applied Mechanics and Energy Conversion (TME) of the Department of Mechanical Engineering at KU Leuven, the Thermal Systems Simulation (The SySi) Team aims to sustainably use resources through integration and optimisation of thermal systems performance in the built and industrial environment, including other energy vectors. System integration is key and we leverage profound domain knowledge with advanced modelling and optimization techniques to get there.
Their scientific expertise can mainly be found in: (1) physics-based modelling and simulation, (2) integrated optimal control and design (co-design); (3) field tests and real-life demonstrations to verify and validate models and methods as a proof-of-concept. Starting from domain knowledge is key.
Research topics (most of them investigated in the frame of PhD research) include among others: data-enriched physics-based modelling, Model Predictive Control (MPC), Building (and District) Optimization Testing Framework (B(D)OPTEST), collective concepts for clusters of buildings, multi-sectorial integration, thermal networks (THERNET) for heating and cooling, flexibility through Demand Response (DR) in multi energy vector systems, including uncertainties towards robust design and robust control.
The SySi Team, led by prof. Lieve Helsen, has gained significant expertise and international recognition in the field of system integration for performance optimisation of thermal systems. White-box MPC in large buildings is being commercialised through the start-up BUILTWINS. Today, The SySi Team consists of 1 professor, 1 innovation manager, 2 post-doctoral researchers and 3 PhD students. In Fall 2026 the group will be extended with 2 researchers. The research has very close links and is integrated within EnergyVille, a research collaboration between KU Leuven, VITO, imec and UHasselt on sustainable energy and intelligent energy systems.

This PhD position is framed in the FLEX-SMR project (Integration of Small Modular Reactors in the Chemical Industry), funded by the Belgian Energy Transition Fund. FLEX-SMR is a collaboration between three research teams of KU Leuven (focusing respectively on the nuclear reactors, the thermal systems and the energy market) and two companies: The Binding Energy and INEOS-INOVYN. FLEX-SMR will develop cost-effective, integrated solutions to provide flexible electricity and steam supply for chemical production sites. The project will advance control strategies and optimize the design of the nuclear-based steam plant and its supporting systems to ensure safe, reliable, and cost-effective steam production.

The PhD position in The SySi Team will focus on the integrated steam system design and control in a multi-energy vector context, using physics-based non-linear Model Predictive Control (MPC). To this end, the current in-house physics-based MPC workflow (tailored to the built environment) needs to be transferred to steam processes in the chemical industry. This MPC is then incorporated in a co-design framework (integrated optimal control and sizing) for the steam system to determine optimal component sizes, while exploiting flexibility, intrinsically available in the chemical processes and/or utility system, or added through storage technologies. The PhD student will work in close interaction with the two PhD students of the other KU Leuven teams and a post-doctoral researcher, assisted by the innovation manager Dr. Glenn Reynders and supervised by Prof. Lieve Helsen, in collaboration with The Binding Energy and INEOS-INOVYN.

Profile

We are looking for a highly motivated, enthusiastic, dynamic, mobile and communicative researcher with a Master of Science degree in Engineering (preferably mechanical, energy, chemical or computer science). The candidate should have a strong background and interest in energy, and especially in thermal energy systems (for steam production), (optimal) control (MPC), physics-based modelling and optimization. Numerical optimization, scientific computing (in C/C++) and general coding (python, Java) are important parts of this PhD track. The candidate starts from insights in the system and physics-based modelling. Data-driven approaches are not the focus of this project.

The candidate is expected to:

• Be proficient in English (spoken and written) to allow effective communication
• Be able to work independently, accurately and methodically
• Be a team player, using the multidisciplinary network offered
• Be an active player in the broader team, attending brainstorm sessions, sharing approaches, insights and vision
• Present research findings at national and international conferences
• Publish research findings in international top-journals
• Contribute to the FLEX-SMR project as one of the main researchers for the novel developments, but also for the related communication, dissemination and valorisation tasks
• Knowledge of C/C++ is a prerequisite
• Knowledge of Modelica, Python, and Java is an asset
• Experience with CasADi is an asset
• Have an advanced knowledge of computing systems and infrastructure
• Attend international project meetings and write project reports
• Assist in teaching activities through project work and exercise sessions
• Supervise Master theses

Offer

This PhD researcher will be fully funded through the FLEX-SMR project for three years. Funding for a fourth year will be guaranteed such that the PhD can be finalised. The research is to be performed within The SySi Team in close collaboration with the other two PhD students and the post-doctoral researcher funded by the same project, the two companies involved in the FLEX-SMR project, The SySi Team members working on related topics, and in the framework of EnergyVille (http://www.energyville.be/en). The location for this position will be Leuven (Department of Mechanical Engineering).

The successful candidate will receive:

• Doctoral scholarship, renewable up to four years, and a PhD degree in Engineering if successful
• A highly specialized doctoral training, making the candidate expert in integrated steam production design and control
• An extensive network of universities, companies and associations to work with
• Multiple benefits (health insurance, access to university infrastructure and sports facilities, etc.)
• A very competitive salary, including social security
• The opportunity to participate in research collaborations and international conferences
• A very inspiring research climate where each team member can learn, reflect, fail, orientate, engage, feel connected, dive deep, dream, be challenged, grow, innovate, be proud, celebrate novel results and awards in interaction with each other, but always starting from own strengths
• The city of Leuven, just 20 km east of Brussels, the heart of Europe, offers a stimulating, young and multicultural working environment

Interested?

For more information please contact Prof. dr. ir. Lieve Helsen, mail: [e-mail] or Mr. Glenn Reynders, mail: [e-mail].

KU Leuven strives for an inclusive, respectful and socially safe environment. We embrace diversity among individuals and groups as an asset. Open dialogue and differences in perspective are essential for an ambitious research and educational environment. In our commitment to equal opportunity, we recognize the consequences of historical inequalities. We do not accept any form of discrimination based on, but not limited to, gender identity and expression, sexual orientation, age, ethnic or national background, skin colour, religious and philosophical diversity, neurodivergence, employment disability, health, or socioeconomic status. For questions about accessibility or support offered, we are happy to assist you at this email address.

location_city Locatie: Leuven