| A systematic review of data-driven approaches to fault diagnosis and early warning P Jieyang, A Kimmig, W Dongkun, Z Niu, F Zhi, W Jiahai, X Liu, ... Journal of Intelligent Manufacturing 34 (8), 3277-3304, 2023 | 54 | 2023 |
| Dual-stage attention-based long-short-term memory neural networks for energy demand prediction J Peng, A Kimmig, J Wang, X Liu, Z Niu, J Ovtcharova Energy and Buildings 249, 111211, 2021 | 30 | 2021 |
| Wind turbine failure prediction and health assessment based on adaptive maximum mean discrepancy J Peng, A Kimmig, Z Niu, J Wang, X Liu, D Wang, J Ovtcharova International Journal of Electrical Power & Energy Systems 134, 107391, 2022 | 29 | 2022 |
| Multi-resource constrained dynamic workshop scheduling based on proximal policy optimisation PC Luo, HQ Xiong, BW Zhang, JY Peng, ZF Xiong International journal of production research 60 (19), 5937-5955, 2022 | 17 | 2022 |
| A flexible potential-flow model based high resolution spatiotemporal energy demand forecasting framework J Peng, A Kimmig, Z Niu, J Wang, X Liu, J Ovtcharova Applied Energy 299, 117321, 2021 | 11 | 2021 |
| Parallel machine workshop scheduling using the integration of proximal policy optimization training and Monte Carlo tree search JH Wang, PC Luo, HQ Xiong, BW Zhang, JY Peng 2020 Chinese automation congress (CAC), 3277-3282, 2020 | 5 | 2020 |
| Intention recognition-based human–machine interaction for mixed flow assembly J Peng, A Kimmig, D Wang, Z Niu, X Tao, J Ovtcharova Journal of Manufacturing Systems 72, 229-244, 2024 | 4 | 2024 |
| Research on fault diagnosis expert system of cnc machine tool based on expert knowledge G Michael, J Peng, MB Marinov, J Ovtcharova 2021 XXX International Scientific Conference Electronics (ET), 1-4, 2021 | 4 | 2021 |
| An advanced IoT platform and its implementations focused on modern information technology generation J Peng, G Michael, A Kimmig, MB Marinov, J Wang, J Ovtcharova 2020 XI National Conference with International Participation (ELECTRONICA), 1-4, 2020 | 4 | 2020 |
| Deep-learning-based object classification of tactile robot hand for smart factory D Wang, Y Teng, J Peng, J Zhao, P Wang Applied Intelligence 53 (19), 22374-22390, 2023 | 2 | 2023 |
| The research of flexible scheduling of workshop based on artificial fish swarm algorithm and knowledge mining J Peng, J Wang, D Wang, A Kimmig, J Ovtcharova Advances in Swarm Intelligence: 11th International Conference, ICSI 2020 …, 2020 | 2 | 2020 |
| Demand-side energy management reimagined: A comprehensive literature analysis leveraging large language models F Meng, Z Lu, X Li, W Han, J Peng, X Liu, Z Niu Energy 291, 130303, 2024 | 1 | 2024 |
| A hybrid RNN model for mid-to-long term electricity demand forecasting incorporating weather influences P Jieyang, W Dongkun, A Kimmig, MA Langovoy, W Jiahai, J Ovtcharova AT-AUTOMATISIERUNGSTECHNIK 69 (1), 73-83, 2021 | 1 | 2021 |
| Boosting urban prediction tasks with domain-sharing knowledge via meta-learning D Wang, J Peng, X Tao, Y Duan Information Fusion 107, 102324, 2024 | | 2024 |
| Data component: An innovative framework for information value metrics in the digital economy T Xiaoming, W Yu, P Jieyang, Z Yuelin, W Yue, W Youzheng, ... China Communications 21 (5), 17-35, 2024 | | 2024 |
| Product quality recognition and its industrial application based on lightweight machine learning J Peng, D Wang, S Kreuzwieser, A Kimmig, X Tao, L Wang, J Ovtcharova Engineering Optimization, 1-26, 2024 | | 2024 |
| Dual-Transformer: A General Model for Traffic Accident Prediction D Wang, J Peng, J Zhao, Y Teng, W Xue, X Tao 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), 1-5, 2023 | | 2023 |
| Capacity Building for Digital Work – A Case from Sino-German Cooperation A Kimmig, J Peng, J Ovtcharova New Digital Work: Digital Sovereignty at the Workplace, 260-275, 2023 | | 2023 |
| Ein hybrides RNN-Modell für die mittel-bis langfristige Vorhersage des Strombedarfs unter Berücksichtigung von Wettereinflüssen P Jieyang, W Dongkun, A Kimmig, MA Langovoy, W Jiahai, J Ovtcharova at-Automatisierungstechnik 69 (1), 73-83, 2021 | | 2021 |
| Influences of nanoscale particles and interparticle compression in electrodes on voltage hysteresis of lithium ion batteries P Jie-Yang, W Jia-Hai, S Bin, L Hao-Liang, S Hao-Ming ACTA PHYSICA SINICA 68 (9), 2019 | | 2019 |
