Projects per year
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Dive into the research topics where Julian Ruddick 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
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Projects
- 1 Finished
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EUAR102: WIMBY : Wind In My Backyard: Using holistic modelling tools to advance social awareness and engagement on large wind power installations in the EU
Coosemans, T. (Administrative Promotor), Messagie, M. (CoI (Co-Promotor)), Ramirez Camargo, L. (CoI (Co-Promotor)), Mesquita Bordalo Da Costa, D. (CoI (Co-Promotor)), Lode, M. L. (CoI (Co-Promotor)), Heuninckx, S. (CoI (Co-Promotor)), Ruddick, J. (CoI (Co-Promotor)), Huber, D. (CoI (Co-Promotor)), Vranckx, A. (Collaborator), Arapoglou, S. (Collaborator) & Lavigne Philippot, M. (CoI (Co-Promotor))
1/01/23 → 31/12/25
Project: Applied
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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
1 Citation (Scopus) -
How to effectively manage the energy in residential systems: Development and comparison of methods
Ruddick, J., 2026, 178 p.Research output: Thesis › PhD Thesis
Open AccessFile36 Downloads (Pure) -
ECOFLEX project : leveraging flexibility from low-voltage assets
Cleenwerck, R., Ruddick, J., Van Kriekinge, G., Naghdizadegan Jahromi, S., Putratama, M. A., Coosemans, T. & Desmet, J., 2025, 28th International Conference and Exhibition on Electricity Distribution (CIRED 2025), Proceedings. 14 ed. Vol. 2025. p. 1298-1302 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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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, , 2025, In: IEEE Access . 13, p. 60064-60087 24 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)2 Downloads (Pure) -
TreeC: A method to generate interpretable energy management systems using a metaheuristic algorithm
Ruddick, J., Ramirez Camargo, L., Putratama, M. A., Messagie, M. & Coosemans, T., 30 Jan 2025, In: Knowledge-Based Systems. 309, 11 p., 112756.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus)
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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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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Presentation of modern energy management methods to energy consultants
Ruddick, J. J. (Speaker)
23 May 2023Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Presentation Green Energy park for summer camp on artificial intelligence for children 8-14 year old
Ruddick, J. J. (Chair)
6 Jul 2022Activity: Participating in or organising an event › Participating in or organizing a school event
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Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs
Ruddick, J. J. (Speaker)
19 Jul 2022Activity: 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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SSCI 2021: CIS Technical Challenge Session
Ruddick, J. J. (Speaker) & Genov, E. (Speaker)
5 Dec 2021Activity: Talk or presentation › Talk or presentation at a conference
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