A heterogeneous distributed prediction model for wind-solar energy production

Informacje na temat projektu

ANSWER

Identyfikator umowy o grant: 101111188

DOI

10.3030/101111188

Projekt został zamknięty

Data podpisania przez KE 13 Lipca 2023

Data rozpoczęcia 1 Lutego 2024

Data zakończenia 31 Marca 2026

Finansowanie w ramach

• Marie Skłodowska-Curie Actions (MSCA)

Koszt całkowity

Brak danych

Wkład UE

€ 230 774,40

Koordynowany przez

DANMARKS TEKNISKE UNIVERSITET
Denmark

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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.

Publikacje

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

Autorzy: Lele Qi, Mengna Liu, Xu Cheng, Chen Jia, Xiufeng Liu, Shengyong Chen
Opublikowane w: IEEE Internet of Things Journal, Numer 12, 2025, ISSN 2327-4662
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2025.3596949

LightWind: A Lightweight Framework for Efficient Wind Power Forecasting

Autorzy: Yutao Jin, Mengna Liu, Zhichen Lai, Xu Cheng, Xiufeng Liu
Opublikowane w: IEEE Sensors Journal, Numer 25, 2025, ISSN 1530-437X
Wydawca: 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

Autorzy: Wenjie Wang, Mengna Liu, Yunke Li, Xu Cheng, Xiufeng Liu, Shengyong Chen
Opublikowane w: IEEE Transactions on Industrial Informatics, Numer 22, 2026, ISSN 1551-3203
Wydawca: 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

Autorzy: Mengna Liu, Pengshuai Yao, Xu Cheng, Shengyong Chen
Opublikowane w: Expert Systems with Applications, Numer 284, 2025, ISSN 0957-4174
Wydawca: 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

Autorzy: Xin Qin, Mengna Liu, Wenjie Wang, Shuxin Li, Tianjiao Li, Xiufeng Liu, Xu Cheng
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 40, 2026, ISSN 2374-3468
Wydawca: 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

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