Kun-Peng Zhu

Best Publications

• Wavelet analysis of sensor signals for tool condition monitoring: A review and some new results

  Kunpeng Zhu;Yoke San Wong;Geok Soon Hong

  504
  Citations

• Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring

  Yingjie Zhang;Geok Soon Hong;Dongsen Ye;Kunpeng Zhu

  307
  Citations

• Defect detection in selective laser melting technology by acoustic signals with deep belief networks

  Dongsen Ye;Geok Soon Hong;Yingjie Zhang;Kunpeng Zhu

  253
  Citations

• Multi-category micro-milling tool wear monitoring with continuous hidden Markov models

  Kunpeng Zhu;Yoke San Wong;Geok Soon Hong

  217
  Citations

• A generic tool wear model and its application to force modeling and wear monitoring in high speed milling

  Unknown

  175
  Citations

• Online Tool Wear Monitoring Via Hidden Semi-Markov Model With Dependent Durations

  Unknown

  167
  Citations

• A Review of Spatter in Laser Powder Bed Fusion Additive Manufacturing: In Situ Detection, Generation, Effects, and Countermeasures

  Unknown

  163
  Citations

• The monitoring of micro milling tool wear conditions by wear area estimation

  Unknown

  153
  Citations

• In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks.

  Dongsen Ye;Jerry Ying Hsi Fuh;Yingjie Zhang;Geok Soon Hong

  146
  Citations

• A machine vision system for micro-milling tool condition monitoring

  Unknown

  131
  Citations

• Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks

  Yingjie Zhang;Hong Geok Soon;Dongsen Ye;Jerry Ying Hsi Fuh

  116
  Citations

• Sensor fusion for online tool condition monitoring in milling

  W. H. Wang;G. S. Hong;Y. S. Wong;K. P. Zhu

  101
  Citations

• A generic instantaneous undeformed chip thickness model for the cutting force modeling in micromilling

  Unknown

  81
  Citations

• Tool wear estimation and life prognostics in milling: Model extension and generalization

  Unknown

  78
  Citations

• Big Data Oriented Smart Tool Condition Monitoring System

  Unknown

  78
  Citations

• Online condition monitoring in micro-milling: A force waveform shape analysis approach

  Unknown

  72
  Citations

• The investigation of plume and spatter signatures on melted states in selective laser melting

  Dongsen Ye;Dongsen Ye;Dongsen Ye;Kunpeng Zhu;Jerry Ying Hsi Fuh;Yingjie Zhang

  70
  Citations

• Interpretable deep learning approach for tool wear monitoring in high-speed milling

  Unknown

  69
  Citations

• Diagnosis and Prognosis of Degradation Process via Hidden Semi-Markov Model

  Unknown

  67
  Citations

• An Adaptive Activation Transfer Learning Approach for Fault Diagnosis

  Unknown

  63
  Citations