Research output per year
Research output per year
Personal profile
Profile
Research keywords:
Dynamical systems, Modelling of chemical and biochemical processes, Application oriented modelling, Process control and Model Predictive Control, Optimization and optimal control problems, Open and closed loop system identification, Parameter and state estimation, Controller tuning, Numerical algorithms.
The research is focused both on development of generic tools for the process industry and application of advanced optimization method and systems engineering in both simulation studies and pilot plant and full scale. Applications are focused on chemical and biochemical production systems.
Examples of current projects:
- Development of tuning algorithms and tools for Model Predictive Control (MPC)
- Monitoring and control of enzymatic biodiesel production
- Modelling, design and control of novel energy efficient distillation technology (diabatic distillation, HIDiC)
- Control of Automotive DeNOx by SCR
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):
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Collaborations and top research areas from the last five years
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Publications
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A fluxomic model of microalgae photoautotrophic growth for application in industrial photobioreactors
Pazo Vila, Á., Norsker, N. H., Gernaey, K. V. & Huusom, J. K., 2026, In: Algal Research. 93, 25 p., 104440.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Downloads (Orbit) -
A Benchmark Simulation Model of Green Ammonia Production for the Development of Process Safety and Monitoring Approaches
Groll, N., Huusom, J. K. & Sin, G., 2025.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
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A systematic screening of neural network-based hybrid models of adsorption in chromatography processes
Frandsen, J., Santana, V. V., Jul-Rasmussen, P., Nogueira, I. B. R., Huusom, J. K., Gernaey, K. V. & Abildskov, J., 2025, (Accepted/In press) In: AIChE Journal.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Building a scalable digital infrastructure for a (bio)chemical engineering pilot plant: A case study from DTU
Huusom, J. K., Jones, M. N., Kager, J., Dam-Johansen, K. & Dreyer, J. A. H., 2025, In: Digital Chemical Engineering. 17, 11 p., 100269.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile17 Downloads (Orbit) -
CADET-Julia: Efficient and versatile, open-source simulator for batch chromatography in Julia
Frandsen, J., Breuer, J. M., Schmölder, J., Huusom, J. K., Gernaey, K. V., Abildskov, J. & von Lieres, E., 2025, In: Computers and Chemical Engineering. 192, 11 p., 108913.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile144 Downloads (Orbit)
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Hybrid approaches for smart integration of AI/deep learning with model-based algorithms for online risk monitoring
Groll, N. (PhD Student), Sin, G. (Main Supervisor) & Huusom, J. K. (Supervisor)
01/09/2024 → 31/08/2027
Project: PhD
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Model-based Digitalization of Process Systems
Villumsen, S. (PhD Student), Abildskov, J. (Main Supervisor), Huusom, J. K. (Supervisor) & Liang, X. (Supervisor)
01/07/2024 → 30/06/2027
Project: PhD
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DTI-J Chemical and Biochemical Engineering
Pazo Vila, A. (PhD Student), Huusom, J. K. (Main Supervisor), Gernaey, K. V. (Supervisor), Norkser, N. H. (Supervisor) & Shavit, R. (Supervisor)
01/11/2023 → 31/10/2026
Project: PhD
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Mathematical modelling, simulation, control and optimization (advanced process control and model predictive control) for the electrification of industrial processes using renewable energy sources
Schytt, M. J. (PhD Student), Jørgensen, J. B. (Main Supervisor), Ritschel, T. K. S. (Supervisor), Huusom, J. K. (Supervisor) & Madsen, H. (Supervisor)
15/10/2023 → 14/10/2026
Project: PhD
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Physiological Bioprocess Control
Pably, P. (PhD Student), Huusom, J. K. (Main Supervisor) & Kager, J. (Supervisor)
15/09/2023 → 14/09/2026
Project: PhD