Research output per year
Research output 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.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 AccessFile38 Citations (Scopus)66 Downloads (Pure) -
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 AccessFile9 Citations (Scopus)2 Downloads (Pure) -
Short-Term Load Forecasting in a microgrid environment: Investigating the series-specific and cross-learning forecasting methods
Genov, E., 20 Mar 2023.Research output: Unpublished contribution to conference › Poster
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Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs
Ruddick, J., Genov, E., Camargo, L. R., Coosemans, T. & Messagie, M., 6 Sept 2022, In: 2022 IEEE Congress on Evolutionary Computation (CEC) proceedings. 2022, p. 1-8 8 p.Research output: Contribution to journal › Conference paper
Open AccessFile3 Citations (Scopus)132 Downloads (Pure) -
POSTER PRESENTATION: Short-Term Load Forecasting in a microgrid environment: Investigating the series-specific and cross-learning forecasting methods
Genov, E., Petridis, S., Iliadis, P., Nikopoulos, N., Coosemans, T., Messagie, M. & Ramirez Camargo, L., 8 Sept 2021.Research output: Unpublished contribution to conference › Poster
Datasets
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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
Prizes
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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)
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3rd prize for IEEE-CIS Technical Challenge on Predict+Optimize for Renewable Energy Scheduling (2000$)
Ruddick, J. J. (Recipient) & Genov, E. (Recipient), 7 Dec 2021
Prize: Prize (including medals and awards)
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"Neurips 2022: Citylearn challenge" community prize travel grant of 1000$
Ruddick, J. J. (Recipient) & Genov, E. (Recipient), 22 Nov 2022
Prize: Prize (including medals and awards)
File
Activities
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Zinal Winter School on Data Science, Optimization and Operations Research
Genov, E. (Chair)
19 Jan 2025 → 24 Jan 2025Activity: Participating in or organising an event › Participation in conference
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Assessing quality of scenario sets in a stochastic optimization for energy management
Genov, E. (Speaker)
11 Oct 2023Activity: Talk or presentation › Talk or presentation at a conference
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NeurIPS 2022
Ruddick, J. J. (Participant) & Genov, E. (Participant)
7 Dec 2022Activity: Participating in or organising an event › Participation in conference
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BIZbootcamp
Genov, E. (Chair)
20 Mar 2022Activity: Participating in or organising an event › Participating in or organizing an event at an external academic organisation