Evgenii Genov

Pleinlaan 2
1050 Brussels
Belgium
Pleinlaan 2
1050 Brussel
Belgium

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Research activity per year

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Dive into the research topics where Evgenii Genov is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

4 Article
2 Poster
2 Conference paper
1 Preprint

Balancing forecast accuracy and switching costs in online optimization of energy management systems
Genov, E., Ruddick, J., Bergmeir, C., Vafaeipour, M., Coosemans, T., García, S. & Messagie, M., Mar 2026, In: Expert Systems with Applications. 298, part B, 18 p., 129305.
Research output: Contribution to journal › Article › peer-review
Predict+Optimize Problem in Renewable Energy Scheduling
Bergmeir, C., de Nijs, F., Genov, E., Sriramulu, A., Abolghasemi, M., Bean, R., Betts, J., Bui, Q., Dinh, N. T., Einecke, N., Esmaeilbeigi, R., Ferraro, S., Galketiya, P., Glasgow, R., Godahewa, R., Kang, Y., Limmer, S., Magdalena, L., Montero-Manso, P. & Peralta, D. & 8 others, Kumar, Y. P. S., Rosales-Pérez, A., Ruddick, J., Stratigakos, A., Stuckey, P., Tack, G., Triguero, I. & Yuan, R., 2025, In: IEEE Access . 13, p. 60064-60087 24 p.
Research output: Contribution to journal › Article › peer-review
Forecasting flexibility of charging of electric vehicles: Tree and cluster-based methods
Genov, E., Cauwer, C. D., Kriekinge, G. V., Coosemans, T. & Messagie, M., 1 Jan 2024, In: Applied Energy. 353, 10 p., 121969.
Research output: Contribution to journal › Article › peer-review

Open Access
File
38 Citations (Scopus)

103 Downloads (Pure)
Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems
Ruddick, J., Ceusters, G., Kriekinge, G. V., Genov, E., Coosemans, T. & Messagie, M., 14 Aug 2024.
Research output: Working paper › Preprint › peer-review

File
Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems
Ruddick, J., Ceusters, G., Van Kriekinge, G., Genov, E., De Cauwer, C., Coosemans, T. & Messagie, M., Dec 2024, In: Energy and AI. 18, 19 p., 100448.
Research output: Contribution to journal › Article › peer-review

Open Access
File
9 Citations (Scopus)

4 Downloads (Pure)

Code for "Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems" paper
Ruddick, J. J. (Creator), Ceusters, G. (Creator), Genov, E. (Creator) & Van Kriekinge, G. (Creator), GitHub, 5 Aug 2024
https://github.com/EVERGi/real_validation_saferl_treec_paper/
Dataset
Code for "Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs" paper
Ruddick, J. J. (Creator) & Genov, E. (Creator), GitHub, 23 Nov 2021
https://github.com/EVERGi/predict-then-schedule-university-activities
Dataset

1st place in PhD Forecasting Hackathon, hosted by the Tourism and Hospitality section of the International Institute of Forecasters
Genov, E. (Recipient), 1 Jul 2024
Prize: Prize (including medals and awards)
3rd prize for IEEE-CIS Technical Challenge on Predict+Optimize for Renewable Energy Scheduling (2000$)
Ruddick, J. J. (Recipient) & Genov, E. (Recipient), 7 Dec 2021
Prize: Prize (including medals and awards)
"Neurips 2022: Citylearn challenge" community prize travel grant of 1000$
Ruddick, J. J. (Recipient) & Genov, E. (Recipient), 22 Nov 2022
Prize: Prize (including medals and awards)

File

2 Participation in conference
2 Talk or presentation at a conference
1 Participating in or organizing an event at an external academic organisation
1 Other

Zinal Winter School on Data Science, Optimization and Operations Research
Genov, E. (Chair)
19 Jan 2025 → 24 Jan 2025
Activity: Participating in or organising an event › Participation in conference
International mobility stay
Genov, E. (Participant)
1 Sept 2023 → 1 Dec 2023
Activity: Other
Assessing quality of scenario sets in a stochastic optimization for energy management
Genov, E. (Speaker)
11 Oct 2023
Activity: Talk or presentation › Talk or presentation at a conference
NeurIPS 2022
Ruddick, J. J. (Participant) & Genov, E. (Participant)
7 Dec 2022
Activity: Participating in or organising an event › Participation in conference
BIZbootcamp
Genov, E. (Chair)
20 Mar 2022
Activity: Participating in or organising an event › Participating in or organizing an event at an external academic organisation

Evgenii Genov

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Balancing forecast accuracy and switching costs in online optimization of energy management systems

Predict+Optimize Problem in Renewable Energy Scheduling

Forecasting flexibility of charging of electric vehicles: Tree and cluster-based methods

Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems

Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems

Code for "Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems" paper

Code for "Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs" paper

1st place in PhD Forecasting Hackathon, hosted by the Tourism and Hospitality section of the International Institute of Forecasters

3rd prize for IEEE-CIS Technical Challenge on Predict+Optimize for Renewable Energy Scheduling (2000$)

"Neurips 2022: Citylearn challenge" community prize travel grant of 1000$

Zinal Winter School on Data Science, Optimization and Operations Research

International mobility stay

Assessing quality of scenario sets in a stochastic optimization for energy management

NeurIPS 2022

BIZbootcamp

Evgenii Genov

Fingerprint

Collaborations and top research areas from the last five years

Research output

Datasets

Prizes

Activities