Data-driven based behavior intervention decision-making to ease energy poverty

Información del proyecto

DEEP

Identificador del acuerdo de subvención: 101109045

DOI

10.3030/101109045

Proyecto cerrado

Fecha de la firma de la CE 14 Julio 2023

Fecha de inicio 1 Diciembre 2023

Fecha de finalización 30 Junio 2026

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 130 385,52

Coordinado por

KARLSRUHER INSTITUT FUER TECHNOLOGIE
Germany

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

Publicaciones

Peer reviewed articles (18)

Meta-learning enhanced adaptive robot control strategy for automated PCB assembly

Autores: Jieyang Peng, Dongkun Wang, Junkai Zhao, Yunfei Teng, Andreas Kimmig, Xiaoming Tao, Jivka Ovtcharova
Publicado en: Journal of Manufacturing Systems, Edición 78, 2025, ISSN 0278-6125
Editor: Elsevier BV
DOI: 10.1016/J.JMSY.2024.11.009

Intention recognition-based human–machine interaction for mixed flow assembly

Autores: Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Xiaoming Tao, Jivka Ovtcharova
Publicado en: Journal of Manufacturing Systems, Edición 72, 2024, ISSN 0278-6125
Editor: Elsevier BV
DOI: 10.1016/J.JMSY.2023.11.021

Data component: An innovative framework for information value metrics in the digital economy

Autores: Tao Xiaoming, Wang Yu, Peng Jieyang, Zhao Yuelin, Wang Yue, Wang Youzheng, Hu Chengsheng, Lu Zhipeng
Publicado en: China Communications, Edición 21, 2024, ISSN 1673-5447
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.23919/JCC.FA.2023-0781.202405

Desiccation patterns of colloidal drops: mechanisms and applications

Autores: Haoliang Li, Liqui Yang, Jieyang Peng
Publicado en: Colloid and Polymer Science, Edición 304, 2026, ISSN 0303-402X
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S00396-025-05522-4

Product quality recognition and its industrial application based on lightweight machine learning

Autores: Jieyang Peng, Dongkun Wang, Simon Kreuzwieser, Andreas Kimmig, Xiaoming Tao, Liting Wang, Jivka Ovtcharova
Publicado en: Engineering Optimization, Edición 56, 2024, ISSN 0305-215X
Editor: Informa UK Limited
DOI: 10.1080/0305215X.2024.2305242

A novel contrastive learning framework for multi-parameter optimization in 3D printing

Autores: Jieyang Peng, Simon Kreuzwieser, Dongkun Wang, Andreas Kimmig, Zhi Fan, Jianing Li, Jivka Ovtcharova
Publicado en: Engineering Applications of Artificial Intelligence, Edición 161, 2026, ISSN 0952-1976
Editor: Elsevier BV
DOI: 10.1016/J.ENGAPPAI.2025.112209

Energy consumption forecasting based on spatio-temporal behavioral analysis for demand-side management

Autores: Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Xiufeng Liu, Xiaoming Tao, Jivka Ovtcharova
Publicado en: Applied Energy, Edición 374, 2024, ISSN 0306-2619
Editor: Elsevier BV
DOI: 10.1016/J.APENERGY.2024.124027

Demand-side energy management reimagined: A comprehensive literature analysis leveraging large language models

Autores: Fanyue Meng, Zhaoyuan Lu, Xiang Li, Wei Han, Jieyang Peng, Xiufeng Liu, Zhibin Niu
Publicado en: Energy, Edición 291, 2024, ISSN 0360-5442
Editor: Elsevier BV
DOI: 10.1016/J.ENERGY.2024.130303

Insights into knowledge evolution based on semantic representation and dynamic visual analytics

Autores: Jieyang Peng, Jianing Li, Zhibin Niu, Youzheng Wang, Xiaoming Tao, Jivka Ovtcharova, Jianhua Lu
Publicado en: The Innovation, Edición 7, 2026, ISSN 2666-6758
Editor: Elsevier BV
DOI: 10.1016/J.XINN.2025.101179EXTERNALLINK

A transformer based framework for hierarchical enterprise data classification with empirical validation

Autores: Chengsheng Hu, Jieyang Peng, Jianing Li, Andreas Kimmig, Ning Ge, Peiyuan Jia, Jivka Ovtcharova
Publicado en: Expert Systems with Applications, Edición 327, 2026, ISSN 0957-4174
Editor: Elsevier BV
DOI: 10.1016/J.ESWA.2026.132729

Boosting urban prediction tasks with domain-sharing knowledge via meta-learning

Autores: Dongkun Wang, Jieyang Peng, Xiaoming Tao, Yiping Duan
Publicado en: Information Fusion, Edición 107, 2025, ISSN 1566-2535
Editor: Elsevier BV
DOI: 10.1016/J.INFFUS.2024.102324

High-precision energy consumption forecasting for large office building using a signal decomposition-based deep learning approach

Autores: Chao-fan Wang, Kui-xing Liu, Jieyang Peng, Xiang Li, Xiu-feng Liu, Jia-wan Zhang, Zhi-bin Niu
Publicado en: Energy, Edición 314, 2026, ISSN 0360-5442
Editor: Elsevier BV
DOI: 10.1016/J.ENERGY.2024.133964

3D modeling from a single image via a novel dual-decoder framework for Agile design

Autores: Jieyang Peng, Andreas Kimmig, Simon Kreuzwieser, Zhibin Niu, Xiaoming Tao, Jivka Ovtcharova
Publicado en: Computers in Industry, Edición 169, 2025, ISSN 0166-3615
Editor: Elsevier BV
DOI: 10.1016/J.COMPIND.2025.104303

From Heterogeneity to Homogeneity: Protein Deposition and Salt Crystallization in Drying Colloidal Drops

Autores: Haoliang Li, Liqiu Yang, Jieyang Peng
Publicado en: Langmuir, Edición 42, 2026, ISSN 0743-7463
Editor: American Chemical Society (ACS)
DOI: 10.1021/ACS.LANGMUIR.5C04890

Interpretable spatiotemporal urban energy forecasting

Autores: Siyuan Jia, Xiufeng Liu, Letian Zhao, Chaofan Wang, Jieyang Peng, Xiang Li, Zhibin Niu
Publicado en: Energy, Edición 334, 2025, ISSN 0360-5442
Editor: Elsevier BV
DOI: 10.1016/J.ENERGY.2025.137503

Carbon footprint tracing and pattern recognition framework based on visual analytics

Autores: Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Xiufeng Liu, Xiaoming Tao, Jivka Ovtcharova
Publicado en: Sustainable Production and Consumption, Edición 50, 2024, ISSN 2352-5509
Editor: Elsevier BV
DOI: 10.1016/J.SPC.2024.07.019

Data elements from raw data: A KAN-T-GCN model for traffic speed prediction

Autores: Zhao Yuelin, Peng Jieyang, Tao Xiaoming
Publicado en: China Communications, Edición 22, 2025, ISSN 1673-5447
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.23919/JCC.FA.2024-0381.202511

Large language model-enhanced multimodal fusion for building energy consumption forecasting

Autores: Zi-ang Chen, Chao-fan Wang, Jie-yang Peng, Xiu-feng Liu, Zhi-bin Niu
Publicado en: Engineering Applications of Artificial Intelligence, Edición 182, 2026, ISSN 0952-1976
Editor: Elsevier BV
DOI: 10.1016/J.ENGAPPAI.2026.115920