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CORDIS - EU research results
CORDIS

Integrating reinforcement learning and predictive control for smart home energy management

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Communication, Dissemination & Exploitation Plan (opens in new window)

The plan describes the planned measures to maximize the impact of the project, including the dissemination and exploitation measures that are planned,and the target group(s) addressed. Regarding communication measures and public engagement strategy, the aim is to inform and reach out to society and show the activities performed, and the use and the benefits the project will have for citizens.

Data Management Plan (opens in new window)

The Data Management Plan describes the data management life cycle for all data sets that will be collected, processed or generated by the action. It is a document describing what data will be collected, processed or generated and following what methodology and standards, whether and how this data will be shared and/or made open, and how it will be curated and preserved.

Publications

Robust Model Predictive Control for Fast Discharging of Retired Lithium-ion Battery Cells (opens in new window)

Author(s): Meng Yuan, Adam Burman, Changfu Zou
Published in: 2025 European Control Conference (ECC), 2025
Publisher: IEEE
DOI: 10.23919/ECC65951.2025.11187090

Lifelong Reinforcement Learning for Health-Aware Fast Charging of Lithium-Ion Batteries (opens in new window)

Author(s): Meng Yuan, Changfu Zou
Published in: IEEE Transactions on Transportation Electrification, Issue 12, 2026, ISSN 2332-7782
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TTE.2025.3625421

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