Prof. Bo-Suk Yang
Pukyong
Nationa lUniversity, South Korean
Email: bsyang@pknu.ac.kr
Qualifications
1985 Ph.D., Kobe
University, Japan,
1980 M.E., Pukyong National University, Korea
1978
B.E., Pukyong National University, Korea
Publications (Selected)
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A.
Widodo, B.S. Yang, Application of Nonlinear Feature Extraction and Support
Vector Machines for Fault Diagnosis of Induction Motors, Expert Systems with
Applications, 33(1), 241-250, 2007
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Y.H.
Kim, A. Tan, B.S. Yang, W.C. Kim, B.K. Choi, Y.S. An, Optimum Shape Design of
Rotating Shaft by ESO Method, Journal of Mechanical Science and Technology,
21(7), 1039-1047, 2007
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A.
Widodo, B.S. Yang, Support Vector Machine in Machine Condition Monitoring and
Fault Diagnosis, Mechanical Systems and Signal Processing, 21(6), 2560-2574,
2007
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G.
Niu, J.D. Son, B.S. Yang, D.H. Hwang, D.S. Kang, A Comparison of Classifier
Performance for Fault Diagnosis of Induction Motor using Multi-Type Signals,
Structural Health Monitoring, 6(3), 215-229, 2007
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G.
Niu, S.S. Lee, B.S. Yang, S.J. Lee, Decision Fusion for Elevators Motor Fault
Diagnosis using Stator Current Signals, Journal of Mechanical Science and
Technology, 22(1), 85-95, 2008
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A.
Widodo, B.S. Yang, Support Vector Machine for Machine Fault Diagnosis and
Prognosis, Journal of System Design and Dynamics, 2(1), 12-23, 2008
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E.Y.
Kim, A.C.C. Tan, J. Mathew, B.S. Yang, Condition Monitoring of Low Speed
Bearings: A Comparative Study of the Ultrasound Technique versus Vibration
Measurements, Australian Journal of Mechanical Engineering, 5(2), 177-189, 2008
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Y.M.
Kong, S.H. Choi, B.S. Yang, B.K. Choi, Optimum Design of Ship Structure by
Integrated Evolutionary Optimization Algorithm, Journal of Mechanical Science
and Technology, 22(7), 1313-1322, 2008
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V.T.
Tran, B.S. Yang, M.S. Oh, A.C.C. Tan, Machine Condition Prognosis based on
Regression Trees and One-Step-Ahead Prediction, Mechanical Systems and Signal
Processing, 22(5), 1179- 1193, 2008
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B.S.
Yang, X. Di, T. Han, Random Forests Classifier for Machine Fault Diagnosis,
Journal of Mechanical Science and Technology, 22(9), 1716-1725, 2008
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Y.H.
Kim, A.C.C. Tan, B.S. Yang, Parameter Comparison of Acoustic Emission Signals
for Condition Monitoring of Low-Speed Bearings, Australian Journal of
Mechanical Engineering, 6(1), 45-52, 2008
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G.
Niu, A. Widodo, J.D. Son, B.S. Yang, D.H. Hwang, D.S. Kang, Decision-level
Fusion based on Wavelet Decomposition for Induction Motor Fault Diagnosis using
Transient Current Signal, Expert Systems with Applications, 35(3), 918-928,
2008
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T.V.
Tung, B.S. Yang, Machine Fault Diagnosis and Prognosis: The State of the Art,
International Journal of Fluid Machinery and Systems, 2(1), 61-71, 2009
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T.V.
Tran, B.S. Yang, M.S. Oh, A.C.C. Tan, Fault Diagnosis of Induction Motor based
on Decision Trees and Adaptive Neuro-fuzzy Inference System, Expert Systems
with Applications, 36(2-1), 1840-1849, 2009
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A.
Widodo, E.Y. Kim, J.D. Son, B.S. Yang, A.C.C. Tan, D.S. Gu, B.K. Choi, J. Mathew,
Fault Diagnosis of Low Speed Bearing based on Relevance Vector Machine and
Support Vector Machine, Expert System with Applications, 36(3-2), 7251-7261,
2009
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V.T.
Tran, B.S. Yang, Data-Driven Approach to Machine Condition Prognosis Using
Least Square Regression Trees, Journal of Mechanical Science and Technology,
23(5), 1537-1543, 2009
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V.T.
Tran, B.S. Yang, M.S. Oh, A.C.C. Tan, Multi-Step-Ahead Direct Prediction for
the Machine Condition Prognosis using Regression Trees and Neuro-Fuzzy Systems,
Expert Systems with Applications, 36(5), 9378-9387, 2009
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A.
Widodo, B.S. Yang, Y.H. Kim, A.C.C. Tan, J. Mathew, Fault Diagnosis of Low
Speed Bearing based on Acoustic Emission Signal and Multi-Class Relevance
Vector Machine, Nondestructive Testing and Evaluation, 24(3), 1-16, 2009
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Y.M.
Kong, S.H. Choi, J.D. Song, B.S. Yang, B.K. Choi, Application of Nonlinear
Integer Programming for Vibration Reduction Optimum Design of Ship Structure,
Journal of Mechanical Science and Technology, 23(8), 1537-1543, 2009
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A.
Widodo, B.S. Yang, D.S. Gu, B.K. Choi, Intelligent Fault Diagnosis System of
Induction Motors Based on Transient Current Signal, Mechatronics, 19(5),
680-689, 2009
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S.M.
Lee, D.H. Lim, B.S. Yang, Vibration Analysis of a Rotor Considering Nonlinear
Reaction of Hydraulic Bearing, International Journal of Fluid Machinery and
Systems, 2(3), 254-259, 2009
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H.T.
Pham, B.S. Yang, Estimation and Forecasting of Machine Health Condition using
ARMA/GARCH model, Mechanical Systems and Signal Processing, 24(2), 546-558,
2010
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W.
Caesarendra, G. Niu, B.S. Yang, Machine Condition Prognosis Based on Sequential
Monte Carlo Method, Expert Systems with Applications, 37(3), 2412-2420, 2010
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V.T.
Tran, B.S. Yang, A.C.C. Tan, Combination of Parallel-Structure CART and
Long-Term Direct Prediction Methodology for Machine Condition Prognosis,
Structural Health Monitoring, 9(2), 121-132, 2010
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V.T.
Tran, B.S. Yang, Machine Fault Diagnosis and Condition Prognosis Using
Classification and regression Trees and Neuro-Fuzzy Inference Systems, Journal
of Control and Cybernetics, 39(1), 25-54, 2010
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H.T.
Pham, T.V. Tung, B.S. Yang, A Hybrid of Nonlinear Autoregressive Model with
Exogenous Input and Autoregressive Moving Average Model for Long-Term Machine
State Forecasting, Expert Systems with Applications, 37(4), 3310-3317, 2010
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G.
Niu, B.S. Yang, M. Pecht, Development of an Optimized Condition-Based
Maintenance System by Data Fusion and Reliability-Centered Maintenance,
Reliability Engineering and Systems Safety, 95(7), 786-796, 2010
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W.
Caesarrendra, A. Widodo, B.S. Yang, Application of Relevance Vector Machine and
Logistic Regression for Machine Degradation Assessment, Mechanical Systems and
Signal Processing, 24(4), 1161-1171, 2010
Profile Details
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