A heterogeneous distributed prediction model for wind-solar energy production

Información del proyecto

ANSWER

Identificador del acuerdo de subvención: 101111188

DOI

10.3030/101111188

Proyecto cerrado

Fecha de la firma de la CE 13 Julio 2023

Fecha de inicio 1 Febrero 2024

Fecha de finalización 31 Marzo 2026

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 230 774,40

Coordinado por

DANMARKS TEKNISKE UNIVERSITET
Denmark

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

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

Autores: Lele Qi, Mengna Liu, Xu Cheng, Chen Jia, Xiufeng Liu, Shengyong Chen
Publicado en: IEEE Internet of Things Journal, Edición 12, 2025, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2025.3596949

LightWind: A Lightweight Framework for Efficient Wind Power Forecasting

Autores: Yutao Jin, Mengna Liu, Zhichen Lai, Xu Cheng, Xiufeng Liu
Publicado en: IEEE Sensors Journal, Edición 25, 2025, ISSN 1530-437X
Editor: 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

Autores: Wenjie Wang, Mengna Liu, Yunke Li, Xu Cheng, Xiufeng Liu, Shengyong Chen
Publicado en: IEEE Transactions on Industrial Informatics, Edición 22, 2026, ISSN 1551-3203
Editor: 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

Autores: Mengna Liu, Pengshuai Yao, Xu Cheng, Shengyong Chen
Publicado en: Expert Systems with Applications, Edición 284, 2025, ISSN 0957-4174
Editor: 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

Autores: Xin Qin, Mengna Liu, Wenjie Wang, Shuxin Li, Tianjiao Li, Xiufeng Liu, Xu Cheng
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Edición 40, 2026, ISSN 2374-3468
Editor: 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

Autores: Mengna Liu, Shanshan Qi, Tianjiao Li, Xu Cheng, Xiufeng Liu, Shengyong Chen
Publicado en: 2025 4th International Conference on Power Systems and Electrical Technology (PSET), 2025
Editor: IEEE
DOI: 10.1109/PSET66242.2025.11296440