A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems

Ting Huang, Qiang Zhang, Xiaoan Tang, +2

Artificial Intelligence Review

Fault DiagnosisEngineeringMachine LearningDiagnosisFault Forecasting +4

A review-driven customer preference measurement model for product improvement: sentiment-based importance–performance analysis

Anning Wang, Qiang Zhang, Shuangyao Zhao, +2

Information Systems and e-Business Management

Customer SatisfactionCustomer ReviewManagementConsumer ResearchBusiness +7

Integrating customer requirements into customized product configuration design based on Kano’s model

Shuangyao Zhao, Qiang Zhang, Zhanglin Peng, +1

Journal of Intelligent Manufacturing

EngineeringKano ’User RequirementRequirement ModelingDesign +8

Where is the way for rare earth industry of China: An analysis via ANP-SWOT approach

Kèyù Zhü, Shuangyao Zhao, Shanlin Yang, +2

Resources Policy

EconomicsEast Asian StudiesRare Earth IndustryTradeAnp-swot Approach +7

An approach to rule extraction for product service system configuration that considers customer perception

Haining Long, L.Y. Wang, Shuangyao Zhao, +1

International Journal of Production Research

Customer SatisfactionEngineeringBusiness IntelligenceCustomer ProfilingInformation Table +19

Product platform configuration for product families: Module clustering based on product architecture and manufacturing process

Shuangyao Zhao, Qiang Zhang, Zhanglin Peng, +1

Advanced Engineering Informatics

Industrial DesignEngineeringIndustrial EngineeringModule DesignDesign +11

Linguistic information-based granular computing based on a tournament selection operator-guided PSO for supporting multi-attribute group decision-making with distributed linguistic preference relations

Ting Huang, Xiaoan Tang, Shuangyao Zhao, +2

Information Sciences

Fuzzy Multi-criteria Decision-makingFuzzy LogicLinguistic Information-based GranularInformation RetrievalData Science +11

Improving Accuracy and Interpretability of CNN-Based Fault Diagnosis through an Attention Mechanism

Yubiao Huang, Jiaqing Zhang, Rui Liu, +1

Processes

Fault Diagnosis AccuracyFault DiagnosisConvolutional Neural NetworkEngineeringMachine Learning +15

Energy-aware remanufacturing process planning and scheduling problem using reinforcement learning-based particle swarm optimization algorithm

Jun Wang, Handong Zheng, Shuangyao Zhao, +1

Journal of Cleaner Production

Priority-based two-phase method for hierarchical service composition allocation in cloud manufacturing

Chunhua Tang, Mark Goh, Shuangyao Zhao, +1

Computers & Industrial Engineering