A heterogeneous distributed prediction model for wind-solar energy production

Project Information

ANSWER

Grant agreement ID: 101111188

DOI

10.3030/101111188

Project closed

EC signature date 13 July 2023

Start date 1 February 2024

End date 31 March 2026

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 230 774,40

Coordinated by

DANMARKS TEKNISKE UNIVERSITET
Denmark

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

Data Management Plan (1)

Data Management Plan

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.

Documents, reports (1)

Communication, Dissemination & Exploitation Plan

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.

Publications

Peer reviewed articles (4)

One Stone, Three Birds: Prototype-Enhanced Federated Learning for Mitigating Data Scarcity, Imbalance, and Heterogeneity in Blade Icing Detection Across Distributed Wind Farms

Author(s): Lele Qi, Mengna Liu, Xu Cheng, Chen Jia, Xiufeng Liu, Shengyong Chen
Published in: IEEE Internet of Things Journal, Issue 12, 2025, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2025.3596949

LightWind: A Lightweight Framework for Efficient Wind Power Forecasting

Author(s): Yutao Jin, Mengna Liu, Zhichen Lai, Xu Cheng, Xiufeng Liu
Published in: IEEE Sensors Journal, Issue 25, 2025, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSEN.2025.3600483

Learning Domain-Generalizable Discriminative Representations by Mixing Euclidean Dynamics and Hilbert Statistics for Wind Turbine Blade Icing Detection

Author(s): Wenjie Wang, Mengna Liu, Yunke Li, Xu Cheng, Xiufeng Liu, Shengyong Chen
Published in: IEEE Transactions on Industrial Informatics, Issue 22, 2026, ISSN 1551-3203
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TII.2025.3616183

An end-to-end model for time series classification in the presence of missing values

Author(s): Mengna Liu, Pengshuai Yao, Xu Cheng, Shengyong Chen
Published in: Expert Systems with Applications, Issue 284, 2025, ISSN 0957-4174
Publisher: Elsevier BV
DOI: 10.1016/J.ESWA.2025.127954

Conference proceedings (2)

Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification

Author(s): Xin Qin, Mengna Liu, Wenjie Wang, Shuxin Li, Tianjiao Li, Xiufeng Liu, Xu Cheng
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 40, 2026, ISSN 2374-3468
Publisher: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/AAAI.V40I29.39682

Dual-Expert Learning with Multiscale Wavelet Analysis for Imbalanced Blade Icing Detection

Author(s): Mengna Liu, Shanshan Qi, Tianjiao Li, Xu Cheng, Xiufeng Liu, Shengyong Chen
Published in: 2025 4th International Conference on Power Systems and Electrical Technology (PSET), 2025
Publisher: IEEE
DOI: 10.1109/PSET66242.2025.11296440