Projects per year
Personal profile
Education/Academic qualification
Control & Automation, MSc, Model Predictive Control for Water Supply Networks with Storages
1 Sept 2016 → 15 Jun 2018
Award Date: 14 Jun 2018
External positions
Guest researcher, Institut de Robòtica i Informàtica Industrial
4 Sept 2021 → 17 Dec 2021
Business PhD, Grundfos DK AS
1 Apr 2019 → 31 Mar 2022
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Collaborations from the last five years
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Projects
- 1 Finished
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Stochastic Model Predictive Control of Combined Sewer Overflows in Sanitation Networks
Hodzic, A., Knudsen, C. H., Balla, K. M. & Kallesøe, C. S.
01/09/2020 → 03/06/2021
Project: Research
File
Research output
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A learning-based approach towards the data-driven predictive control of combined wastewater networks - An experimental study
Balla, K. M., Bendtsen, J. D., Schou, C., Kallesøe, C. & Ocampo-Martinez, C., 1 Aug 2022, In: Water Research. 221, p. 1-16 16 p., 118782.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Citations (Scopus)35 Downloads (Pure) -
A Nonlinear Predictive Control Approach for Urban Drainage Networks Using Data-Driven Models and Moving Horizon Estimation
Balla, K. M., Schou, C., Bendtsen, J. D., Ocampo-Martinez, C. & Kallesøe, C., 1 Sept 2022, In: I E E E Transactions on Control Systems Technology. 30, 5, p. 2147-2162 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Citations (Scopus)65 Downloads (Pure) -
A Toolchain for the Data-driven Decision Support in Waste Water Networks - A Level-based Approach
Balla, K. M., Lemée, H., Schou, C. & Kallesøe, C., 15 Sept 2022, p. 1-4. 4 p.Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research › peer-review
Open AccessFile22 Downloads (Pure) -
Learning-Based Predictive Control with Gaussian Processes: An Application to Urban Drainage Networks
Balla, K. M., Eringis, D., Ahdab, M. A., Bendtsen, J. D., Kallesøe, C. & Ocampo-Martinez, C., Sept 2022, 2022 American Control Conference, ACC. IEEE, p. 4627-4633 7 p. (Annual American Control Conference (ACC)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile60 Downloads (Pure) -
Real-time Data-driven Modelling and Predictive Control of Wastewater Networks
Balla, K. M., 2022, Aalborg Universitetsforlag. 265 p.Research output: PhD thesis
Open AccessFile48 Downloads (Pure)
Press/Media
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Spildevand trak ung forsker fra Ungarn til Danmark
18/08/2021
1 item of Media coverage
Press/Media: Press / Media