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ORCIDChangqing Liu
- > Home > Persons > Changqing Liu
Publications
- 2025
[j41]Zhiliang Deng, Qinglu Meng, Yingguang Li
, Xu Liu, Gengxiang Chen, Lu Chen, Changqing Liu, Xiaozhong Hao:
BV-NORM: A neural operator learning framework for parametric boundary value problems on complex geometric domains in engineering. Eng. Appl. Artif. Intell. 144: 110109 (2025)- [j40]Yinghao Cheng, Yingguang Li, Guangxu Li, Xu Liu, Jinyu Xia, Changqing Liu, Xiaozhong Hao:
Tool breakage monitoring driven by the real-time predicted spindle cutting torque using spindle servo signals. Robotics Comput. Integr. Manuf. 92: 102888 (2025) - [j39]Zhiwei Zhao, Yingguang Li, Changqing Liu, Xu Liu, James Gao:
Stable Data-Driven Manufacturing Decision- Making by Introducing Causal Relationships for High-Dimensional Data. IEEE Trans. Ind. Informatics 21(1): 525-534 (2025) - [j38]Shuyuan Chen, Yingguang Li, Changqing Liu, Zhiwei Zhao, Zhibin Chen, Xiao Liu:
Global residual stress field inference method for die-forging structural parts based on fusion of monitoring data and distribution prior. Vis. Comput. Ind. Biomed. Art 8(1): 4 (2025) - 2024
- [j36]Lu Chen, Yingguang Li, Gengxiang Chen, Xu Liu, Changqing Liu:
Physics-guided high-value data sampling method for predicting milling stability with limited experimental data. J. Intell. Manuf. 35(7): 3219-3234 (2024) - [j34]Yang Ni, Yingguang Li, Changqing Liu, Yan Jin:
A New Fourier Q Operator Network Based Reinforcement Learning Method for Continuous Action Space Decision-making in Manufacturing. Robotics Comput. Integr. Manuf. 86: 102641 (2024) - [j33]Yinghao Cheng, Yingguang Li, Ke Li, Xu Liu, Changqing Liu, Xiaozhong Hao:
Fusing LSTM neural network and expanded disturbance Kalman filter for estimating external disturbing forces of ball screw drives. Robotics Comput. Integr. Manuf. 89: 102776 (2024) - [j32]Yiheng Liu, Changqing Liu, Yanqing Xin, Ping Liu, Ayang Xiao, Zongcheng Ling:
A Signal-Based Auto-Focusing Method Available for Raman Spectroscopy Acquisitions in Deep Space Exploration. Remote. Sens. 16(5): 820 (2024) - [j31]Jiaqi Hua, Yingguang Li, Changqing Liu, Peng Wan, Xu Liu:
Physics-Informed Neural Networks With Weighted Losses by Uncertainty Evaluation for Accurate and Stable Prediction of Manufacturing Systems. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11064-11076 (2024) - [i4]Zhiwei Zhao, Changqing Liu, Yingguang Li, Zhibin Chen, Xu Liu:
Diffeomorphism Neural Operator for various domains and parameters of partial differential equations. CoRR abs/2402.12475 (2024) - [i3]Qinglu Meng, Yingguang Li, Zhiliang Deng, Xu Liu, Gengxiang Chen, Qiutong Wu, Changqing Liu, Xiaozhong Hao:
A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains. CoRR abs/2409.05508 (2024) - 2023
- [j30]Changqing Liu, Yingguang Li, Chong Huang, Yujie Zhao, Zhiwei Zhao:
A meta-reinforcement learning method by incorporating simulation and real data for machining deformation control of finishing process. Int. J. Prod. Res. 61(4): 1114-1128 (2023) - 2022
- [j29]Yang Ni, Yingguang Li, Changqing Liu, Xu Liu:
A mechanism informed neural network for predicting machining deformation of annular parts. Adv. Eng. Informatics 53: 101661 (2022) - [j28]Jiaqi Hua, Yingguang Li, Changqing Liu, Lihui Wang:
A zero-shot prediction method based on causal inference under non-stationary manufacturing environments for complex manufacturing systems. Robotics Comput. Integr. Manuf. 77: 102356 (2022) - [j27]Changqing Liu, Zhongchen Wu, Xiaohui Fu, Ping Liu, Yanqing Xin, Ayang Xiao, Hongchun Bai, Shangke Tian, Sheng Wan, Yiheng Liu, Enming Ju, Guobin Jin, Xuejin Lu, Xiaobin Qi, Zongcheng Ling:
A Martian Analogues Library (MAL) Applicable for Tianwen-1 MarSCoDe-LIBS Data Interpretation. Remote. Sens. 14(12): 2937 (2022) - [j26]Guobin Jin, Zhongchen Wu, Zongcheng Ling, Changqing Liu, Wang Liu, Wenxi Chen, Li Zhang:
A New Spectral Transformation Approach and Quantitative Analysis for MarSCoDe Laser-Induced Breakdown Spectroscopy (LIBS) Data. Remote. Sens. 14(16): 3960 (2022) - [j25]Yukun Shi, Changqing Liu, Youqing Wang:
Asymptotically Stable Filter for MVU Estimation of States and Homologous Unknown Inputs in Heterogeneous Multiagent Systems. IEEE Trans Autom. Sci. Eng. 19(2): 884-894 (2022) - [j24]Changqing Liu, Yingguang Li, Jingjing Li, Jiaqi Hua:
A Meta-Invariant Feature Space Method for Accurate Tool Wear Prediction Under Cross Conditions. IEEE Trans. Ind. Informatics 18(2): 922-931 (2022) - [j23]Yujie Zhao, Changqing Liu, Zhiwei Zhao, Kai Tang, Dong He:
Reinforcement learning method for machining deformation control based on meta-invariant feature space. Vis. Comput. Ind. Biomed. Art 5(1): 27 (2022) - [d1]Yingguang Li, Changqing Liu, Dehua Li, Jiaqi Hua, Peng Wan:
Tool wear dataset of NUAA_Ideahouse. IEEE DataPort, 2022
- 2021
- [j22]Yingguang Li, Wenping Mou, Jingjing Li, Changqing Liu, James Gao:
An automatic and accurate method for tool wear inspection using grayscale image probability algorithm based on bayesian inference. Robotics Comput. Integr. Manuf. 68: 102079 (2021) - [j21]Zhiwei Zhao, Yingguang Li, Changqing Liu, Xu Liu:
Predicting part deformation based on deformation force data using Physics-informed Latent Variable Model. Robotics Comput. Integr. Manuf. 72: 102204 (2021) - [j20]Changqing Liu, Zongcheng Ling, Jiang Zhang, Zhongchen Wu, Hongchun Bai, Yiheng Liu:
A Stand-Off Laser-Induced Breakdown Spectroscopy (LIBS) System Applicable for Martian Rocks Studies. Remote. Sens. 13(23): 4773 (2021) - [j19]Zhongchen Wu, Zongcheng Ling, Jiang Zhang, Xiaohui Fu, Changqing Liu, Yanqing Xin, Bo Li, Le Qiao:
A Mars Environment Chamber Coupled with Multiple In Situ Spectral Sensors for Mars Exploration. Sensors 21(7): 2519 (2021) - [j18]Hongkun Qu, Zongcheng Ling, Xiaobin Qi, Yanqing Xin, Changqing Liu, Haijun Cao:
A Remote Raman System and Its Applications for Planetary Material Studies. Sensors 21(21): 6973 (2021) - [j17]Yukun Shi, Changqing Liu, Youqing Wang:
Secure State Estimation of Multiagent Systems With Homologous Attacks Using Average Consensus. IEEE Trans. Control. Netw. Syst. 8(3): 1293-1303 (2021) - 2020
- [j16]Jian Chen, Zongcheng Ling, Le Qiao, Zhiping He, Rui Xu, Lingzhi Sun, Jiang Zhang, Bo Li, Xiaohui Fu, Changqing Liu, Xiaobin Qi:
Mineralogy of Chang'e-4 landing site: preliminary results of visible and near-infrared imaging spectrometer. Sci. China Inf. Sci. 63(4) (2020) - [j15]Lulu Song, Changqing Liu, Wenying Yang, Jinping Zhang, Xiaomu Kong, Bo Zhang, Xiaoping Chen, Na Wang, Dong Shen, Zhaoqing Li, Xian Jin, Ying Shuai, Youqing Wang:
Glucose outcomes of a learning-type artificial pancreas with an unannounced meal in type 1 diabetes. Comput. Methods Programs Biomed. 191: 105416 (2020) - [j13]Zhiwei Zhao, Yingguang Li, Changqing Liu, James Gao:
On-line part deformation prediction based on deep learning. J. Intell. Manuf. 31(3): 561-574 (2020) - [j12]Xiaobin Qi, Zongcheng Ling, Jiang Zhang, Jian Chen, Haijun Cao, Changqing Liu, Le Qiao, Xiaohui Fu, Zhiping He, Rui Xu, Jianzhong Liu, Yongliao Zou:
Photometric Normalization of Chang'e-4 Visible and Near-Infrared Imaging Spectrometer Datasets: A Combined Study of In-Situ and Laboratory Spectral Measurements. Remote. Sens. 12(19): 3211 (2020) - [c18]Bowen Nie, Qingan Ding, Changqing Liu, Xudong Cheng, Xiaojuan Wang, Lijun Zhang:
Suppression of Relaxation Oscillations in DFB Lasers through Shaping Injection Current Waveforms. ICCT 2020: 975-979 - 2019
- [j11]Xiaozhong Hao, Yingguang Li, Zhiwei Zhao, Changqing Liu:
Dynamic machining process planning incorporating in-process workpiece deformation data for large-size aircraft structural parts. Int. J. Comput. Integr. Manuf. 32(2): 136-147 (2019) - [j10]Changqing Liu, Yingguang Li, Qiang Wang, Wenping Mou:
A synchronous association approach of geometry, process and monitoring information for intelligent manufacturing. Robotics Comput. Integr. Manuf. 58: 120-129 (2019) - 2018
- [j9]Changqing Liu, Youqing Wang, Donghua Zhou, Xiao Shen:
Minimum-Variance Unbiased Unknown Input and State Estimation for Multi-Agent Systems by Distributed Cooperative Filters. IEEE Access 6: 18128-18141 (2018) - [j8]Changqing Liu, Yingguang Li, Guanyan Zhou, Weiming Shen:
A sensor fusion and support vector machine based approach for recognition of complex machining conditions. J. Intell. Manuf. 29(8): 1739-1752 (2018) - [j7]Sen Jiang, Yingguang Li, Changqing Liu:
A non-uniform allowance allocation method based on interim state stiffness of machining features for NC programming of structural parts. Vis. Comput. Ind. Biomed. Art 1: 1-10 (2018) - 2016
- [c17]Wei Zhao, Yingguang Li, Changqing Liu, Weiming Shen:
A cutting parameter optimization method based on dynamic machining features for complex structural parts. CSCWD 2016: 85-90 - 2015
- [j6]Yingguang Li, Changqing Liu, James Xiaoyu Gao, Weiming Shen:
An integrated feature-based dynamic control system for on-line machining, inspection and monitoring. Integr. Comput. Aided Eng. 22(2): 187-200 (2015) - [j5]Changqing Liu, Yingguang Li, Weiming Shen:
Dynamic feature modelling for closed-loop machining process control of complex parts. Int. J. Comput. Integr. Manuf. 28(7): 753-765 (2015) - [j4]Maria Mirgkizoudi, Changqing Liu, Paul P. Conway, Steve Riches:
Mechanical and electrical characterisation of Au wire interconnects in electronic packages under the combined vibration and thermal testing conditions. Microelectron. Reliab. 55(6): 952-960 (2015) - [c16]Changqing Liu, Yingguang Li, Huijie Wang, Weiming Shen:
Process Knowledge Representation Based on Dynamic Machining Features and Ontology for Complex Aircraft Structural Parts. SMC 2015: 1335-1340 - 2014
- [c15]Changqing Liu, Yingguang Li, Weiming Shen:
A wavelet-based characteristic vector construction method for machining condition monitoring. CASE 2014: 304-308 - [c14]Changqing Liu, Yingguang Li, Weiming Shen:
Integration of process monitoring and inspection based on agents and manufacturing features. CSCWD 2014: 208-213 - 2013
- [c13]Wangwei Chu, Yingguang Li, Wenping Mou, Changqing Liu, Limin Tang:
A reliability prediction method of processing plan for aircraft structural parts based on fuzzy comprehensive evaluation. CSCWD 2013: 454-458 - 2012
- [j3]Wei Wang, Yingguang Li, Hai Li, Changqing Liu:
An agent-based collaborative design framework for feature-based design of aircraft structural parts. Int. J. Comput. Integr. Manuf. 25(10): 888-900 (2012) - [c11]Wangwei Chu, Yingguang Li, Changqing Liu, Limin Tang:
A feature-based and multi-agents-based collaborative manufacturing framework for aircraft structural parts. CSCWD 2012: 30-36 - 2011
- [c6]Changqing Liu, Yingguang Li, Wei Wang, Weiming Shen:
A feature-based NC machining time forecasting model. CSCWD 2011: 593-598 - 2010
- [c4]Hai Li, Yingguang Li, Wei Wang, Changqing Liu:
A cooperative design framework based on multi-agent for aircraft structural parts. CSCWD 2010: 306-311
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