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Søren Villumsen

Technical University of Denmark

Lyngby

Denmark

  • Technical University of Denmark

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

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

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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

2.

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
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