Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions (English)
- New search for: Cheng, Han
- New search for: Kong, Xianguang
- New search for: Wang, Qibin
- Further information on Wang, Qibin:
- https://orcid.org/0000-0003-4686-5336
- New search for: Ma, Hongbo
- New search for: Yang, Shengkang
- New search for: Chen, Gaige
- New search for: Cheng, Han
- New search for: Kong, Xianguang
- New search for: Wang, Qibin
- Further information on Wang, Qibin:
- https://orcid.org/0000-0003-4686-5336
- New search for: Ma, Hongbo
- New search for: Yang, Shengkang
- New search for: Chen, Gaige
In:
Journal of Intelligent Manufacturing
;
34
, 2
; 587-613
;
2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions
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Contributors:Cheng, Han ( author ) / Kong, Xianguang ( author ) / Wang, Qibin ( author ) / Ma, Hongbo ( author ) / Yang, Shengkang ( author ) / Chen, Gaige ( author )
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Published in:Journal of Intelligent Manufacturing ; 34, 2 ; 587-613
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Publisher:
- New search for: Springer US
- New search for: Springer Science + Business Media B.V
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Place of publication:Dordrecht [u.a.]
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Publication date:2021
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
- New search for: 52.72
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 52.72 Fertigungsautomatisierung -
Source:
Table of contents – Volume 34, Issue 2
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 415
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Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspectiveKang, SungKu / Jin, Ran / Deng, Xinwei / Kenett, Ron S. et al. | 2021
- 429
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An assembly timing planning method based on knowledge and mixed integer linear programmingQian, Jiahui / Zhang, Zhijing / Shi, Lingling / Song, Dan et al. | 2021
- 455
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A data-driven method for performance analysis and improvement in production systems with quality inspectionWang, Jun-Qiang / Song, Yun-Lei / Cui, Peng-Hao / Li, Yang et al. | 2021
- 471
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Correction to: A data-driven method for performance analysis and improvement in production systems with quality inspectionWang, Jun-Qiang / Song, Yun-Lei / Cui, Peng-Hao / Li, Yang et al. | 2021
- 473
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A low-cost intelligent tracking system for clothing manufacturersTsai, Yen Sheng / Hung, Wei-Hsi et al. | 2021
- 493
-
Scheduling of a class of partial routing FMS in uncertain environments with beam searchCherif, G. / Leclercq, E. / Lefebvre, D. et al. | 2021
- 515
-
A novel parallel classification network for classifying three-dimensional surface with point cloud dataZhao, Chen / Du, Shichang / Lv, Jun / Deng, Yafei / Li, Guilong et al. | 2021
- 529
-
A variational autoencoder for a semiconductor fault detection model robust to process drift due to incomplete maintenanceKim, Youngju / Lee, Hoyeop / Kim, Chang Ouk et al. | 2021
- 541
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Collaborative knowledge management to identify data analytics opportunities in additive manufacturingPark, Hyunseop / Ko, Hyunwoong / Lee, Yung-tsun Tina / Feng, Shaw / Witherell, Paul / Cho, Hyunbo et al. | 2021
- 565
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A data-driven method of selective disassembly planning at end-of-life under uncertaintyGao, Yicong / Lou, Shanhe / Zheng, Hao / Tan, Jianrong et al. | 2021
- 587
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Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditionsCheng, Han / Kong, Xianguang / Wang, Qibin / Ma, Hongbo / Yang, Shengkang / Chen, Gaige et al. | 2021
- 615
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Towards the efficient generation of variant design in product development networks: network nodes importance based product configuration evaluation approachGuo, Yuming et al. | 2021
- 633
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An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assemblyAl-Amin, Md. / Qin, Ruwen / Moniruzzaman, Md / Yin, Zhaozheng / Tao, Wenjin / Leu, Ming C. et al. | 2021
- 651
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A data-driven workflow for evaporation performance degradation analysis: a full-scale case study in the herbal medicine manufacturing industryZhang, Sheng / Xie, Xinyuan / Qu, Haibin et al. | 2021
- 669
-
A hybrid off-line/on-line quality control approach for real-time monitoring of high-density datasetsDastoorian, Romina / Wells, Lee J. et al. | 2021
- 683
-
In-situ monitoring laser based directed energy deposition process with deep convolutional neural networkMi, Jiqian / Zhang, Yikai / Li, Hui / Shen, Shengnan / Yang, Yongqiang / Song, Changhui / Zhou, Xin / Duan, Yucong / Lu, Junwen / Mai, Haibo et al. | 2021
- 695
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Self learning-empowered thermal error control method of precision machine tools based on digital twinMa, Chi / Gui, Hongquan / Liu, Jialan et al. | 2021
- 719
-
Predicting the quality of a machined workpiece with a variational autoencoder approachProteau, Antoine / Tahan, Antoine / Zemouri, Ryad / Thomas, Marc et al. | 2021
- 739
-
Voxel-based sensor placement for additive manufacturing applicationsMunasinghe, Nuwan / Romeijn, Thomas / Paul, Gavin et al. | 2021
- 753
-
Design and application of digital twin system for the blade-rotor test rigDuan, Jian-Guo / Ma, Tian-Yu / Zhang, Qing-Lei / Liu, Zhen / Qin, Ji-Yun et al. | 2021
- 771
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Knowledge-driven framework for industrial robotic systemsHoebert, Timon / Lepuschitz, Wilfried / Vincze, Markus / Merdan, Munir et al. | 2021
- 789
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Adaptive obstacle avoidance in path planning of collaborative robots for dynamic manufacturingHu, Yudie / Wang, Yuqi / Hu, Kaixiong / Li, Weidong et al. | 2021
- 809
-
Part machining feature recognition based on a deep learning methodNing, Fangwei / Shi, Yan / Cai, Maolin / Xu, Weiqing et al. | 2021
- 823
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A hybrid evolutionary algorithm approach for estimating the throughput of short reliable approximately balanced production linesBoulas, Konstantinos S. / Dounias, Georgios D. / Papadopoulos, Chrissoleon T. et al. | 2021
- 853
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In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser meltingLi, Jingchang / Zhou, Qi / Huang, Xufeng / Li, Menglei / Cao, Longchao et al. | 2021
- 869
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Automatic recognition of hot spray marking dot-matrix characters for steel-slab industryGe, Junhui / Liu, Licheng / Sun, Junxi / Zhao, Hong / Zhou, Langming / Cheng, Tianle / Xiao, Changyan et al. | 2021
- 885
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An approach for tool wear prediction using customized DenseNet and GRU integrated model based on multi-sensor feature fusionLiu, Xianli / Zhang, Bowen / Li, Xuebing / Liu, Shaoyang / Yue, Caixu / Liang, Steven Y. et al. | 2022