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Esther joined DTU Compute as a Postdoctoral Researcher in September 2024, bringing expertise in modelling, programming, data science and optimisation. Her research focuses on developing and testing new methods and algorithms for modelling and controlling energy and flexibility management in buildings. In the Dynamical Systems Section at DTU Compute, Esther plays a key role in the EU-funded SEEDS project, which brings together European partners to create renewable energy-integrated solutions for electrified heating and cooling systems that improve energy efficiency and demand response. In addition to her work on SEEDS, Esther is an active member of IBPSA Project 2 on BOPTEST and IEA EBC Annex 81 on Data-Driven Smart Buildings.
Prior to joining DTU, Esther was a Postdoctoral Researcher in the Architecture and Building Systems Group at ETH Zurich, led by Arno Schlueter. At ETH, she managed the HiLo living lab, developed data-driven modelling and control approaches for buildings and dedicated half of her time to teaching. Before her time at ETH, Esther earned her PhD from the Institute for Environmental Design and Engineering at University College London (UCL), where she developed an integrated modelling approach for control algorithms of adaptive façades using co-simulation. Her doctoral research was fully funded by the Foundation of German Business (Stiftung der Deutschen Wirtschaft) and supervised by Rokia Raslan and Dimitrios Rovas.
Esther's research interests are centred on leveraging technology to create energy-efficient and -flexible buildings that benefit both people and the environment and using numerical and learning methods to achieve these goals. In particular, she is interested in the optimal control of smart buildings, including the improvement of models and simulation tools and the integration of data science and artificial intelligence to enhance model accuracy and transparency. Esther is also passionate about empowering more women in STEM and actively works to inspire and support the next generation of female scientists and engineers.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Building Performance Simulation, PhD, University College London
2016 → 2021
Environmental Design and Architecture, MSc, University College London
2012 → 2013
Architecture, BA, HafenCity University Hamburg
2010 → 2012
Keywords
- User defined:
- Control Strategies
- Energy Flexibility
- Building Performance Simulation
- Energy Efficiency
- Adaptive Façades
- Machine Learning
- Smart Buildings
- Co-Simulation
- Living Lab
- Modelica
- Thermally Activated Building Systems
- Building Physics
- Sensitivity and Uncertainty Analysis
- Validation
- Feature Selection
- Occupant-Centric Building Design
- Modelling
- Data Analysis
- Sensors
- Transfer Learning
- BOPTEST