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

Informazioni relative al progetto

DEEP

ID dell’accordo di sovvenzione: 101109045

DOI

10.3030/101109045

Progetto chiuso

Data della firma CE 14 Luglio 2023

Data di avvio 1 Dicembre 2023

Data di completamento 30 Giugno 2026

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 130 385,52

Coordinato da

KARLSRUHER INSTITUT FUER TECHNOLOGIE
Germany

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Peer reviewed articles (18)

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

Autori: Jieyang Peng, Dongkun Wang, Junkai Zhao, Yunfei Teng, Andreas Kimmig, Xiaoming Tao, Jivka Ovtcharova
Pubblicato in: Journal of Manufacturing Systems, Numero 78, 2025, ISSN 0278-6125
Editore: Elsevier BV
DOI: 10.1016/J.JMSY.2024.11.009

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

Autori: Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Xiaoming Tao, Jivka Ovtcharova
Pubblicato in: Journal of Manufacturing Systems, Numero 72, 2024, ISSN 0278-6125
Editore: Elsevier BV
DOI: 10.1016/J.JMSY.2023.11.021

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

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

Desiccation patterns of colloidal drops: mechanisms and applications

Autori: Haoliang Li, Liqui Yang, Jieyang Peng
Pubblicato in: Colloid and Polymer Science, Numero 304, 2026, ISSN 0303-402X
Editore: 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

Autori: Jieyang Peng, Dongkun Wang, Simon Kreuzwieser, Andreas Kimmig, Xiaoming Tao, Liting Wang, Jivka Ovtcharova
Pubblicato in: Engineering Optimization, Numero 56, 2024, ISSN 0305-215X
Editore: Informa UK Limited
DOI: 10.1080/0305215X.2024.2305242

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

Autori: Jieyang Peng, Simon Kreuzwieser, Dongkun Wang, Andreas Kimmig, Zhi Fan, Jianing Li, Jivka Ovtcharova
Pubblicato in: Engineering Applications of Artificial Intelligence, Numero 161, 2026, ISSN 0952-1976
Editore: Elsevier BV
DOI: 10.1016/J.ENGAPPAI.2025.112209

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

Autori: Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Xiufeng Liu, Xiaoming Tao, Jivka Ovtcharova
Pubblicato in: Applied Energy, Numero 374, 2024, ISSN 0306-2619
Editore: Elsevier BV
DOI: 10.1016/J.APENERGY.2024.124027

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

Autori: Fanyue Meng, Zhaoyuan Lu, Xiang Li, Wei Han, Jieyang Peng, Xiufeng Liu, Zhibin Niu
Pubblicato in: Energy, Numero 291, 2024, ISSN 0360-5442
Editore: Elsevier BV
DOI: 10.1016/J.ENERGY.2024.130303

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

Autori: Jieyang Peng, Jianing Li, Zhibin Niu, Youzheng Wang, Xiaoming Tao, Jivka Ovtcharova, Jianhua Lu
Pubblicato in: The Innovation, Numero 7, 2026, ISSN 2666-6758
Editore: Elsevier BV
DOI: 10.1016/J.XINN.2025.101179EXTERNALLINK

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

Autori: Chengsheng Hu, Jieyang Peng, Jianing Li, Andreas Kimmig, Ning Ge, Peiyuan Jia, Jivka Ovtcharova
Pubblicato in: Expert Systems with Applications, Numero 327, 2026, ISSN 0957-4174
Editore: Elsevier BV
DOI: 10.1016/J.ESWA.2026.132729

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

Autori: Dongkun Wang, Jieyang Peng, Xiaoming Tao, Yiping Duan
Pubblicato in: Information Fusion, Numero 107, 2025, ISSN 1566-2535
Editore: 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

Autori: Chao-fan Wang, Kui-xing Liu, Jieyang Peng, Xiang Li, Xiu-feng Liu, Jia-wan Zhang, Zhi-bin Niu
Pubblicato in: Energy, Numero 314, 2026, ISSN 0360-5442
Editore: Elsevier BV
DOI: 10.1016/J.ENERGY.2024.133964

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

Autori: Jieyang Peng, Andreas Kimmig, Simon Kreuzwieser, Zhibin Niu, Xiaoming Tao, Jivka Ovtcharova
Pubblicato in: Computers in Industry, Numero 169, 2025, ISSN 0166-3615
Editore: Elsevier BV
DOI: 10.1016/J.COMPIND.2025.104303

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

Autori: Haoliang Li, Liqiu Yang, Jieyang Peng
Pubblicato in: Langmuir, Numero 42, 2026, ISSN 0743-7463
Editore: American Chemical Society (ACS)
DOI: 10.1021/ACS.LANGMUIR.5C04890

Interpretable spatiotemporal urban energy forecasting

Autori: Siyuan Jia, Xiufeng Liu, Letian Zhao, Chaofan Wang, Jieyang Peng, Xiang Li, Zhibin Niu
Pubblicato in: Energy, Numero 334, 2025, ISSN 0360-5442
Editore: Elsevier BV
DOI: 10.1016/J.ENERGY.2025.137503

Carbon footprint tracing and pattern recognition framework based on visual analytics

Autori: Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Xiufeng Liu, Xiaoming Tao, Jivka Ovtcharova
Pubblicato in: Sustainable Production and Consumption, Numero 50, 2024, ISSN 2352-5509
Editore: Elsevier BV
DOI: 10.1016/J.SPC.2024.07.019

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

Autori: Zhao Yuelin, Peng Jieyang, Tao Xiaoming
Pubblicato in: China Communications, Numero 22, 2025, ISSN 1673-5447
Editore: 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

Autori: Zi-ang Chen, Chao-fan Wang, Jie-yang Peng, Xiu-feng Liu, Zhi-bin Niu
Pubblicato in: Engineering Applications of Artificial Intelligence, Numero 182, 2026, ISSN 0952-1976
Editore: Elsevier BV
DOI: 10.1016/J.ENGAPPAI.2026.115920