Carsten Kallesøe

Professor, Department of Electronic Systems
Professor, The Technical Faculty of IT and Design
Professor, Automation & Control
AI for the People

https://orcid.org/0000-0002-4197-6777

Phone2945 8893, 9940 8702
Emailcsk@es.aau.dk

Fredrik Bajers Vej 7, C3-202
9220 Aalborg Ø
Denmark

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Projects 2017 2018

1 Finished

SAMPLE: SAMPLE-driven Adaptive Management of Pressure and Leakage Estimation in Water Supply

Wisniewski, R., Jensen, T. N., Bendtsen, J. D. & Kallesøe, C.

01/01/2017 → 31/12/2018

Project: Research

Research Output 2016 2019

12 Article in proceeding
6 Conference article in Journal
1 Journal article

A Distributed Algorithm for Auto-balancing of Hydronic Cooling Systems

Kallesøe, C., Nielsen, B. K., Overgaard, A. & Sørensen, E. B., 2019, IEEE Conference on Control Technology and Applications (CCTA). IEEE, p. 655-660 6 p.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Cooling systems

Parallel algorithms

Air

Water distribution systems

Temperature

2 Downloads (Pure)

Control of HVAC-systems with Slow Thermodynamic Using Reinforcement Learning

Blad, C., Koch, S., Ganeswarathas, S., Kallesøe, C. & Bøgh, S., 2019, In : Procedia Manufacturing. 38, p. 1308-1315 8 p.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

File

Reinforcement learning

Thermodynamics

Heating

Learning algorithms

Process control

14 Downloads (Pure)

Mixing Loop Control using Reinforcement Learning

Overgaard, A., Kallesøe, C., Bendtsen, J. D. & Nielsen, B. K., 2019, In : E3S Web of Conferences. 111, 7 p., 05013.

Research output: Contribution to journal › Conference article in Journal › Research › peer-review

Open Access

File

Reinforcement learning

reinforcement

learning

Hot water heating

heating

19 Downloads (Pure)

Model Predictive Control using Linearized Radial Basis Function Neural Models for Water Distribution Networks

Balla, K. M., Nørgaard Jensen, T., Bendtsen, J. D. & Kallesøe, C., 24 Aug 2019, 2019 IEEE Conference on Control Technology and Applications (CCTA). IEEE, p. 368-373 6 p.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Model predictive control

Electric power distribution

Water

Pumps

Neural networks

Reinforcement Learning for Mixing Loop Control with Flow Variable Eligibility Trace

Overgaard, A., Nielsen, B. K., Kallesøe, C. & Bendtsen, J. D., 2019, IEEE Conference on Control Technology and Applications (CCTA). IEEE, p. 1043-1048 6 p.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Reinforcement learning

Controllers

Pressurization

Temperature control

Loads (forces)