Lifeng Xi

Overview

Best Publications

• Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods

  Runqing Huang;Lifeng Xi;Xinglin Li;C. Richard Liu

  696
  Citations

• Reliability-centered predictive maintenance scheduling for a continuously monitored system subject to degradation

  Xiaojun Zhou;Lifeng Xi;Jay Lee

  423
  Citations

• A tabu search algorithm for the integrated scheduling problem of container handling systems in a maritime terminal

  Lu Chen;Lu Chen;Nathalie Bostel;Pierre Dejax;Jianguo Cai

  297
  Citations

• Letters: Evolving artificial neural networks using an improved PSO and DPSO

  Jianbo Yu;Shijin Wang;Lifeng Xi

  292
  Citations

• A proactive approach for simultaneous berth and quay crane scheduling problem with stochastic arrival and handling time

  Xiao-le Han;Zhi-qiang Lu;Li-feng Xi

  291
  Citations

• Recent advances in prognostics and health management for advanced manufacturing paradigms

  Tangbin Xia;Yifan Dong;Lei Xiao;Shichang Du

  259
  Citations

• An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation

  Tangbin Xia;Ya Song;Yu Zheng;Ershun Pan

  218
  Citations

• Empirical analysis of support vector machine ensemble classifiers

  Shi-jin Wang;Avin Mathew;Yan Chen;Li-feng Xi

  196
  Citations

• The sum of weighted normalized square envelope: A unified framework for kurtosis, negative entropy, Gini index and smoothness index for machine health monitoring

  Dong Wang;Zhike Peng;Lifeng Xi

  189
  Citations

• Opportunistic preventive maintenance scheduling for a multi-unit series system based on dynamic programming

  Xiaojun Zhou;Lifeng Xi;Jay Lee

  152
  Citations

• Production-driven opportunistic maintenance for batch production based on MAM-APB scheduling

  Tangbin Xia;Tangbin Xia;Xiaoning Jin;Lifeng Xi;Jun Ni

  143
  Citations

• Single-machine-based production scheduling model integrated preventive maintenance planning

  Ershun Pan;Wenzhu Liao;Lifeng Xi

  139
  Citations

• An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks

  Jianbo Yu;Lifeng Xi;Shijin Wang

  135
  Citations

• Preventive maintenance scheduling for repairable system with deterioration

  Wenzhu Liao;Ershun Pan;Lifeng Xi

  125
  Citations

• A neural network ensemble-based model for on-line monitoring and diagnosis of out-of-control signals in multivariate manufacturing processes

  Jian-bo Yu;Li-feng Xi

  124
  Citations

• Dynamic maintenance decision-making for series–parallel manufacturing system based on MAM–MTW methodology

  Tangbin Xia;Lifeng Xi;Xiaojun Zhou;Jay Lee

  111
  Citations

• Preventive maintenance optimization for a multi-component system under changing job shop schedule

  Xiaojun Zhou;Zhiqiang Lu;Lifeng Xi

  92
  Citations

• Preventive maintenance modeling for multi-component systems with considering stochastic failures and disassembly sequence

  Xiaojun Zhou;Kaimin Huang;Lifeng Xi;Jay Lee

  88
  Citations

• A preventive maintenance model for leased equipment subject to internal degradation and external shock damage

  Xiaojun Zhou;Changjie Wu;Yanting Li;Lifeng Xi

  87
  Citations

• A joint model of production scheduling and predictive maintenance for minimizing job tardiness

  Ershun Pan;Wenzhu Liao;Lifeng Xi

  83
  Citations

• Intelligent monitoring and diagnosis of manufacturing processes using an integrated approach of KBANN and GA

  Jianbo Yu;Lifeng Xi;Xiaojun Zhou

  82
  Citations

• Identifying source(s) of out-of-control signals in multivariate manufacturing processes using selective neural network ensemble

  Jianbo Yu;Lifeng Xi;Xiaojun Zhou

  81
  Citations