Xinyu Shao
Orcid: 0000-0001-8080-652X
According to our database1,
Xinyu Shao
authored at least 80 papers
between 2004 and 2023.
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Bibliography
2023
Deep Bidirectional Recurrent Neural Networks Ensemble for Remaining Useful Life Prediction of Aircraft Engine.
IEEE Trans. Cybern., April, 2023
Reference training system for intelligent manufacturing talent education: platform construction and curriculum development.
J. Intell. Manuf., March, 2023
2022
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
2021
Convolutional Neural Network-Based Bayesian Gaussian Mixture for Intelligent Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas., 2021
Remaining Useful Life Prognosis Based on Ensemble Long Short-Term Memory Neural Network.
IEEE Trans. Instrum. Meas., 2021
Intelligent fault diagnosis of rotating machinery based on continuous wavelet transform-local binary convolutional neural network.
Knowl. Based Syst., 2021
A convolutional neural network based degradation indicator construction and health prognosis using bidirectional long short-term memory network for rolling bearings.
Adv. Eng. Informatics, 2021
2020
Int. J. Prod. Res., 2020
Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings.
Appl. Soft Comput., 2020
2019
Machine Health Monitoring Using Adaptive Kernel Spectral Clustering and Deep Long Short-Term Memory Recurrent Neural Networks.
IEEE Trans. Ind. Informatics, 2019
Degradation Data-Driven Time-To-Failure Prognostics Approach for Rolling Element Bearings in Electrical Machines.
IEEE Trans. Ind. Electron., 2019
Sensor Data-Driven Bearing Fault Diagnosis Based on Deep Convolutional Neural Networks and S-Transform.
Sensors, 2019
An efficient surrogate-assisted particle swarm optimization algorithm for high-dimensional expensive problems.
Knowl. Based Syst., 2019
Mathematical modelling and optimisation of energy-conscious hybrid flow shop scheduling problem with unrelated parallel machines.
Int. J. Prod. Res., 2019
Health Degradation Monitoring of Rolling Element Bearing by Growing Self- Organizing Mapping and Clustered Support Vector Machine.
IEEE Access, 2019
Multisensory Data-Driven Health Degradation Monitoring of Machining Tools by Generalized Multiclass Support Vector Machine.
IEEE Access, 2019
2018
Multiobjective Program and Hybrid Imperialist Competitive Algorithm for the Mixed-Model Two-Sided Assembly Lines Subject to Multiple Constraints.
IEEE Trans. Syst. Man Cybern. Syst., 2018
A space mapping method based on Gaussian process model for variable fidelity metamodeling.
Simul. Model. Pract. Theory, 2018
J. Intell. Manuf., 2018
Multi-sensor information fusion for remaining useful life prediction of machining tools by adaptive network based fuzzy inference system.
Appl. Soft Comput., 2018
An on-line variable fidelity metamodel assisted Multi-objective Genetic Algorithm for engineering design optimization.
Appl. Soft Comput., 2018
An adaptive sampling strategy for Kriging metamodel based on Delaunay triangulation and TOPSIS.
Appl. Intell., 2018
2017
An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems.
Knowl. Based Syst., 2017
Knowl. Based Syst., 2017
Design a degradation condition monitoring system scheme for rolling bearing using EMD and PCA.
Ind. Manag. Data Syst., 2017
A multi-fidelity information fusion metamodeling assisted laser beam welding process parameter optimization approach.
Adv. Eng. Softw., 2017
Adv. Eng. Informatics, 2017
2016
A multi-objective TLBO algorithm for balancing two-sided assembly line with multiple constraints.
J. Intell. Manuf., 2016
Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II.
Adv. Eng. Softw., 2016
An active learning metamodeling approach by sequentially exploiting difference information from variable-fidelity models.
Adv. Eng. Informatics, 2016
2015
An adaptive global variable fidelity metamodeling strategy using a support vector regression based scaling function.
Simul. Model. Pract. Theory, 2015
A late acceptance hill-climbing algorithm for balancing two-sided assembly lines with multiple constraints.
J. Intell. Manuf., 2015
A new methodology for multi-objective multidisciplinary design optimization problems based on game theory.
Expert Syst. Appl., 2015
An effective hybrid honey bee mating optimization algorithm for balancing mixed-model two-sided assembly lines.
Comput. Oper. Res., 2015
2014
A prior-knowledge input LSSVR metamodeling method with tuning based on cellular particle swarm optimization for engineering design.
Expert Syst. Appl., 2014
An effective hybrid teaching-learning-based optimization algorithm for permutation flow shop scheduling problem.
Adv. Eng. Softw., 2014
2013
A new approach for predicting and collaborative evaluating the cutting force in face milling based on gene expression programming.
J. Netw. Comput. Appl., 2013
Comput. Ind. Eng., 2013
Relay Node Deployment Based Small World Effect in Hierarchical Industrial Wireless Sensor Networks.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013
2012
Development of a design structure matrix partitioning method towards effective design collaboration.
Int. J. Manuf. Technol. Manag., 2012
Expert Syst. Appl., 2012
A product module identification approach based on axiomatic design and design structure matrix.
Concurr. Eng. Res. Appl., 2012
Adv. Eng. Informatics, 2012
A hybrid honey-bees mating optimization algorithm for assembly sequence planning problem.
Proceedings of the Eighth International Conference on Natural Computation, 2012
2011
Qual. Reliab. Eng. Int., 2011
Analysis of horizontal machining center field failure data based on generalized linear mixed model - a case study.
Qual. Reliab. Eng. Int., 2011
A Web services based distributed multidisciplinary design optimization framework to ship design.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011
2010
Math. Comput. Model., 2010
Expert Syst. Appl., 2010
An expert system using rough sets theory and self-organizing maps to design space exploration of complex products.
Expert Syst. Appl., 2010
Mathematical modeling and evolutionary algorithm-based approach for integrated process planning and scheduling.
Comput. Oper. Res., 2010
Adv. Eng. Informatics, 2010
Proceedings of the IEEE International Conference on Systems, 2010
Optimization of manufacturing systems using Genetic Search and Muti-resolution simulation.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010
2009
An expert system using rough sets theory for aided conceptual design of ship's engine room automation.
Expert Syst. Appl., 2009
Integration of process planning and scheduling - A modified genetic algorithm-based approach.
Comput. Oper. Res., 2009
A Web services and process-view combined approach for process management of collaborative product development.
Comput. Ind., 2009
Concurr. Eng. Res. Appl., 2009
An effective hybrid particle swarm optimization algorithm for multi-objective flexible job-shop scheduling problem.
Comput. Ind. Eng., 2009
Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design, 2009
2008
Interoperability of Cross-organizational Workflows based on Process-view for Collaborative Product Development.
Concurr. Eng. Res. Appl., 2008
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008
Sequencing Mixed-Model Assembly Lines with Limited Intermediate Buffers by a GA/SA-Based Algorithm.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2008
Proceedings of the 12th International Conference on CSCW in Design, 2008
2007
Proceedings of the Advances in Neural Networks, 2007
A Multi-agent System for Cross-Organizational Workflows Management Based on Process-View.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
Fuzzy Multiple Attributive Group Decision-Making for Conflict Resolution in Collaborative Design.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Proceedings of the 10th International Conference on CSCW in Design, 2006
Proceedings of the 10th International Conference on CSCW in Design, 2006
Proceedings of the 10th International Conference on CSCW in Design, 2006
2005
Integration of Variable Precision Rough Set and Fuzzy Clustering: An Application to Knowledge Acquisition for Manufacturing Process Planning.
Proceedings of the Rough Sets, 2005
2004
Design and implementation of a process-oriented intelligent collaborative product design system.
Comput. Ind., 2004