Search Results - "Xia, Tangbin"

Dynamic maintenance decision-making for series–parallel manufacturing system based on MAM–MTW methodology by Xia, Tangbin, Xi, Lifeng, Zhou, Xiaojun, Lee, Jay

“…► A dynamic maintenance strategy is developed for series–parallel system. ► Multiple attribute value theory and maintenance effects are considered. ►…”
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Investigation on optimal discriminant directions of linear discriminant analysis for locating informative frequency bands for machine health monitoring by Yan, Tongtong, Wang, Dong, Xia, Tangbin, Liu, Jie, Peng, Zhike, Xi, Lifeng

“…•Optimal discriminant directions of linear discriminant analysis (LDA) is studied.•LDA based physics-informed machine learning technology is proposed.•New…”
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Integrated optimization on production scheduling and imperfect preventive maintenance considering multi-degradation and learning-forgetting effects by Zhang, Xiufang, Xia, Tangbin, Pan, Ershun, Li, Yuqing

“…This paper proposes a multi-objective integrated optimization model of production scheduling and machine maintenance to find the optimal production sequence…”
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Preventive Maintenance Strategy Optimization in Manufacturing System Considering Energy Efficiency and Quality Cost by Yang, Liang, Liu, Qinming, Xia, Tangbin, Ye, Chunming, Li, Jiaxiang

“…Climate change is a serious challenge facing the world today. Countries are already working together to control carbon emissions and mitigate global warming…”
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Efficient Energy Use in Manufacturing Systems—Modeling, Assessment, and Management Strategy by Xia, Tangbin, An, Xiangxin, Yang, Huaqiang, Jiang, Yimin, Xu, Yuhui, Zheng, Meimei, Pan, Ershun

“…Currently, studies on the energy efficiency of manufacturing systems usually lack synthetic and systematic techniques. In this paper, a holistic framework is…”
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Integrated Structural Dependence and Stochastic Dependence for Opportunistic Maintenance of Wind Turbines by Considering Carbon Emissions by Liu, Qinming, Li, Zhinan, Xia, Tangbin, Hsieh, Minchih, Li, Jiaxiang

“…Wind turbines have a wide range of applications as the main equipment for wind-power generation because of the rapid development of technology. It is very…”
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A Novel Health Prognosis Method for a Power System Based on a High-Order Hidden Semi-Markov Model by Liu, Qinming, Li, Daigao, Liu, Wenyi, Xia, Tangbin, Li, Jiaxiang

“…Power system health prognosis is a key process of condition-based maintenance. For the problem of large error in the residual lifetime prognosis of a power…”
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Operation and Maintenance Optimization for Manufacturing Systems with Energy Management by An, Xiangxin, Si, Guojin, Xia, Tangbin, Liu, Qinming, Li, Yaping, Miao, Rui

“…With the increasing attention paid to sustainable development around the world, improving energy efficiency and applying effective means of energy saving have…”
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A New Support Vector Regression Model for Equipment Health Diagnosis with Small Sample Data Missing and Its Application by Liu, Qinming, Liu, Wenyi, Mei, Jiajian, Si, Guojin, Xia, Tangbin, Quan, Jiarui

“…Actually, it is difficult to obtain a large number of sample data due to equipment failure, and small sample data may also be missing. This paper proposes a…”
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A New Maintenance Optimization Model Based on Three-Stage Time Delay for Series Intelligent System with Intermediate Buffer by Lv, Xiaolei, Liu, Qinming, Li, Zhinan, Dong, Yifan, Xia, Tangbin, Chen, Xiang

“…For the maintenance problem of intelligent series system with buffer stock, a preventive maintenance model based on the threestage time delay theory is…”
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Development of Technology System for High-Quality Manufacturing in China by Lin, Zhongqin, Xi, Lifeng, Xia, Tangbin, Zhao, Yixi, Pan, Ershun, Li, Yanting

“…High-quality manufacturing is an innovative model that supports quality transformation and increases high-quality supply, and it is crucial for upgrading…”
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Manufacturing paradigm-oriented PHM methodologies for cyber-physical systems by Xia, Tangbin, Xi, Lifeng

“…In today’s competitive environment of Industry 4.0, cyber-physical systems (CPS) of various advanced manufacturing paradigms have brought new challenges to…”
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An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation by Xia, Tangbin, Song, Ya, Zheng, Yu, Pan, Ershun, Xi, Lifeng

“…•An ensemble prognostics method based on convolutional bi-directional LSTM is proposed.•Models with various time window sizes are generated to capture temporal…”
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Hidden Markov model with auto-correlated observations for remaining useful life prediction and optimal maintenance policy by Chen, Zhen, Li, Yaping, Xia, Tangbin, Pan, Ershun

“…•A HMM with auto-correlated observations is developed.•A novel algorithm is presented to estimate the unknown parameters.•We discuss how to account for missing…”
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A hybrid prognostic method based on gated recurrent unit network and an adaptive Wiener process model considering measurement errors by Chen, Zhen, Xia, Tangbin, Li, Yanting, Pan, Ershun

“…•A hybrid prognostic framework consisting of GRU and Wiener process is proposed.•The adaptive Wiener process model considers four variability sources.•Both the…”
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Recent advances in prognostics and health management for advanced manufacturing paradigms by Xia, Tangbin, Dong, Yifan, Xiao, Lei, Du, Shichang, Pan, Ershun, Xi, Lifeng

“…•PHM framework for advanced manufacturing paradigms requires accurate health prognostics.•Mass customization policies integrate production and maintenance for…”
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A novel weak-fault detection technique for rolling element bearing based on vibrational resonance by Xiao, Lei, Zhang, Xinghui, Lu, Siliang, Xia, Tangbin, Xi, Lifeng

“…Weak fault detection, as a key step in the condition-based maintenance, is a significant but difficult issue because the fault signals are usually submerged in…”
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Production-driven opportunistic maintenance for batch production based on MAM–APB scheduling by Xia, Tangbin, Jin, Xiaoning, Xi, Lifeng, Ni, Jun

“…•A bi-level maintenance strategy is proposed for multi-unit batch production systems.•Set-up times are utilized as opportunities for production-driven…”
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Adversarial Regressive Domain Adaptation Approach for Infrared Thermography-Based Unsupervised Remaining Useful Life Prediction by Jiang, Yimin, Xia, Tangbin, Wang, Dong, Fang, Xiaolei, Xi, Lifeng

“…Infrared thermography provides abundant spatiotemporal degradation information, facilitating non-contact condition monitoring. Reducing domain shift between…”
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Joint condition-based maintenance and spare provisioning policy for a K-out-of-N system with failures during inspection intervals by Zheng, Meimei, Lin, Jie, Xia, Tangbin, Liu, Yu, Pan, Ershun

“…•A K-out-of-N system with failures during inspection intervals is considered.•The joint condition-based maintenance and spare provisioning are optimized.•The…”
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