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Jakob Huusom

Technical University of Denmark

Lyngby

Denmark

  • Technical University of Denmark

SCHOLARLY PAPERS

8

DOWNLOADS

426

TOTAL CITATIONS

1

Scholarly Papers (8)

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1.

Optimisation and Robust Control of a Load-Flexible Haber-Bosch Ammonia Synthesis Loop

Number of pages: 27 Posted: 04 Aug 2025
Joachim Weel Rosbo, Anker Degn Jensen, Sigurd Skogestad, John Jørgensen and Jakob Huusom
Technical University of Denmark, Technical University of Denmark, Norwegian University of Science and Technology (NTNU), Technical University of Denmark and Technical University of Denmark
Downloads 141 (534,155)

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Power-to-Ammonia, Haber-Bosch process optimisation, Self-optimising variables, Load-Flexible operation

2.

Design and Comparison of Ammonia Reactors for Power-to-Ammonia

Number of pages: 18 Posted: 15 Mar 2024
Joachim Weel Rosbo, Anker Degn Jensen, John Jørgensen and Jakob Huusom
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 92 (730,864)

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Power-to-AmmoniaSteady-state optimisationReactor designStability analysisDynamic simulationsFlexible operation

3.

Building a Scalable Digital Infrastructure for a (Bio)Chemical Engineering Pilot Plant: A Case Study from Dtu

Number of pages: 26 Posted: 24 Jul 2025
Jakob Huusom, Mark Nicholas Jones, Julian Kager, Kim Dam-Johansen and Jochen Dreyer
Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 68 (891,180)

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Pilot Plant, Unit Operation, Digitalization, Digital Infrastructure, SCADA, Real-Time Data

4.

Constraint-Aware Design of Data-Driven Soft Sensors for Industrial Processes

Downloads 56 (1,010,164)

Constraint-Aware Design of Data-Driven Soft Sensors for Industrial Processes

Number of pages: 37 Posted: 06 Jan 2026
Søren Villumsen, Oliver G. C. Olsen, Jakob Huusom, Xiaodong Liang and Jens Abildskov
Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 35 (1,296,409)

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Data-driven soft sensor, PLS, SVR, distillation

Constraint-Aware Design of Data-Driven Soft Sensors for Industrial Processes

Number of pages: 37 Posted: 06 Jan 2026
Søren Villumsen, Oliver G. C. Olsen, Jakob Huusom, Xiaodong Liang and Jens Abildskov
Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 21 (1,486,852)

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Data-driven soft sensor, PLS, SVR, distillation

5.

Incorporating First-Principles Information into Hybrid Modeling Structures: Comparing Hybrid Semi-Parametric Models with Physics-Informed Recurrent Neural Networks

Number of pages: 15 Posted: 19 Dec 2024
Peter Jul-Rasmussen, Monesh Kumar, José Pinto, Rui Oliveira, Xiaodong Liang and Jakob Huusom
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and Technical University of Denmark
Downloads 32 (1,290,922)

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Hybrid modelingHybrid semi-parametric modelingPhysics-Informed Recurrent Neural NetworksExtrapolation studyAdherence to physics

6.

Implementation of Real-Time Incremental Learning for Ensemble Hybrid Model Prediction in Pilot Scale Bubble Column Aeration

Number of pages: 14 Posted: 12 Nov 2024
Peter Jul-Rasmussen, Mads Stevnsborg, Xiaodong Liang and Jakob Huusom
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and Technical University of Denmark
Downloads 27 (1,359,097)
Citation 1

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Digital twin, Hybrid semi-parametric modeling, Uncertainty quantification, Incremental learning, Real-time predictions

7.

Data-Driven Soft Sensor Deployment in a Tar Distillation Plant: A Strategy for Stepwise Digitalization

Number of pages: 37 Posted: 17 Jun 2026
Søren Villumsen, Oliver G. C. Olsen, Jakob Huusom, Xiaodong Liang and Jens Abildskov
Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 10

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8.

Application of the radiative transfer equation and Monte Carlo ray tracing to a tubular photobioreactor under external artificial illumination

Number of pages: 45 Posted: 26 Jun 2026
Álvaro Pazo Vila, Niels Henrik Norsker, Krist V. Gernaey and Jakob Huusom
Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark and Technical University of Denmark
Downloads 0

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Radiative transfer equation, Monte Carlo ray tracing, Photobioreactor, irradiation field