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Postdoctoral Scholar  |  LIN, SHANG-CHIH  
 
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Publications
 
Journal Articles
 
1. (SCI) Shang-Chih Lin, et al., "A GWO-based Feature Selection Algorithm for Fault Diagnosis of Rotating Machinery via ANFIS," Journal of the Chinese Institute of Engineers, Submitted.
2. (SCI) Shang-Chih Lin, et al., "A Novel Condition-based Maintenance Based on Multiple Faults Diagnosis for Rotating Machinery," Applied Sciences, Under Revision.
3. (SCI) Shang-Chih Lin, et al., "Multiple Types of Machinery Fault Diagnosis with Simulated Streaming Signals," International Journal of Distributed Sensor Networks, Under Revision.
4. (EI) Shang-Chih Lin and Yennun Huang, "A Histogram Statistical Method for the Detection of Localized Faults in Deep Groove Ball Bearing," MATEC Web of Conference, volume 123, pages 1-8, September 2017.
5. 張宏展、鄭強、林彥廷、陳建富、郭政謙、陳鴻誠、林育勳、鄭育明、林上智、謝政甫、林俊諭, "智慧電網之高壓馬達狀態監測與診斷系統開發應用," 台電工程月刊, volume 822, pages 94-115, February 2017.
6. (SCI) Hong-Chan Chang, Shang-Chih Lin, Cheng-Chien Kuo, and Chun-Yu Lin, "Fuzzy Theory-Based Partial Discharge Technique for Operating State Diagnosis of High-Voltage Motor," International Journal of Fuzzy Systems, volume 18, number 6, pages 1092-1103, June 2016.
7. (SCI) Hong-Chan Chang, Shang-Chih Lin, Cheng-Chien Kuo, and Cheng-Fu Hsieh, "Induction Motor Diagnostic System Based on Electrical Detection Method and Fuzzy Algorithm," International Journal of Fuzzy Systems, volume 18, number 5, pages 732-740, May 2016.
8. (SCI) Hong-Chan Chang, Shang-Chih Lin, Cheng-Chien Kuo, and Chao-Lung Chiang, "Using Hybrid Particle Swarm Optimization based on the Generating Capacity Adjustment Mechanism to Solve Economic Dispatch Problems of Cogeneration Systems," Journal of Circuits, Systems, and Computers, volume 24, number 4, pages 1550046, April 2015.
9. (SCI) Hong-Chan Chang, Shang-Chih Lin, Cheng Chien Kuo, and Hao-Ping Yu, "Cloud Monitoring for Solar Plants with Support Vector Machine Based Fault Detection System," Mathematical Problems in Engineering, volume 2014, number 564517, pages 10, July 2014.
10. (EI) Chao-Lung Chiang and Shang-Chih Lin, "Improved particle swarm optimization for economic dispatch of combined heat and power system," Lecture Notes in Information Technology, volume 13, pages 133-139, April 2012.
 
 
Conference Papers
 
1. Shang-Chih Lin, Chiu-Han Hsiao, Yennun Huang, Chii-Wann Lin, Fu-Shun Hsu*, Frank Yeong-Sung Lin, and Chung-Wei Chen, "A Wavelet Transform-based Denoising Algorithm for Patients’ Lung Health Monitoring Systems," The 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Submitted.
2. Chen-Wan Huang*, Shang-Chih Lin, Ping-Yu Hsu, Zheng-Wei Wu, and Yennun Huang, "Fault Diagnosis and Analytics for Machine Equipment by Simulated Dynamic Signals," International Conference on the Development and Application of Big Data and Enterprise Resource Management, March 2020.
3. Zheng-Wei Wu, Shang-Chih Lin*, Po-Chun Hu, Shun-Feng Su, and Yennun Huang, "Classification of Surface Roughness by Convolutional Neural Networks with Color Space/Frequency Domain Features," The 55th Annual Conference of Chinese Society for Quality 2019 International Symposium of Quality Management, November 2019.
4. Zheng-Wei Wu, Shang-Chih Lin*, Po-Chun Hu, Shun-Feng Su, and Yennun Huang, "Metalworking Industry: Quality Management via Edge Computing-based Cloud Monitoring System," IEEE International Conference on Service-Oriented Computing and Applications, November 2019.
5. Shang-Chih Lin*, Shun-Feng Su, and Yennun Huang, "Anomaly Detection of Rotating Electrical Machines Using Time-frequency Signal-based Fuzzy C-means Clustering Algorithm," The 40th Symposium on Electrical Power Engineering, September 2019.
6. Shang-Chih Lin*, Po-Chun Hu, Shun-Feng Su, and Yennun Huang, "Embedded Vision System with Automatic Image Selection for Metal Quality Analysis," International Conference on Advanced Mechatronic Systems, August 2019.
7. Shang-Chih Lin*, Shun-Feng Su, and Yennun Huang, "A Time-frequency Signal-based Convolutional Neural Network Algorithm for Fault Diagnosis of Gasoline Engine Fuel Control System," International Conference on System Science and Engineering, July 2019.
8. Shang-Chih Lin*, Yu Tsao, Shun-Feng Su, Yennun Huang, and Zi-Qing Zhong, "An Abnormal Detection Strategy of Rotating Electric Machine based on Frequency Distribution," The 39th Symposium on Electrical Power Engineering, December 2018.
9. Shang-Chih Lin*, Chuan-Hsiang Su, Yu Tsao, Shun-Feng Su, Hong-Yuan Mark Liao, and Yennun Huang, "FIS-based Domestic Milling Machine PHM System Considering Multi-speed Frequency Variation," IEEE International Conference on Advanced Manufacturing, November 2018, (Best Paper Award) (獲推薦轉投SCI期刊, 擴充研究修改中)
10. Hung-Chung Li, Shang-Chih Lin, Yu Tsao, Shun-Feng Su, Pei-Li Sun and Yennun Huang, "A Supervised Learning Algorithm Considering Light Conditions for Visual Inspection of Metal Objects," The 54th Annual Conference of Chinese Society for Quality 2018 International Symposium of Quality Management, November 2018, (Makalot Industry-Academic Collaboration Award) (獲推薦轉投EI期刊, 擴充研究修改中)
11. Shang-Chih Lin*, Yu Tsao, Shun-Feng Su, and Yennun Huang, "An Industrial IoT Analysis System Based on Machining Data of Metal Materials," International Conference on Fuzzy Theory and Its Applications, November 2018.
12. 林上智*、李思壯、黃彥男, "台灣物聯網產業技術協會—工廠智慧化的停看聽," 第十五屆兩岸信息產業和技術標準論壇雲計算產業應用案例彙編, September 2018.
13. Chuan-Hsiang Su, Shang-Chih Lin*, Chieh-Ming Chang, and Yennun Huang, "A Fuzzy Risk Assessment Strategy Based on Big Data for Multinational Financial Markets," IEEE International Conference on System Science and Engineering, June 2018, (通過SCI期刊第一輪審查, 擴充研究修改中)
14. Shang-Chih Lin* and Yennun Huang, "Construction of Machine Tool Health Condition Monitoring System by Vibration Trajectory Method," International Conference on Research Optimization in field of Economics and Social Sciences, December 2017.
15. Shang-Chih Lin* and Yennun Huang, "Online Fuzzy Risk Assessment Approach of High-performance Rotating Machinery Based on Radial Vibration Signal and Spatial-temporal Trajectory," The 38th Symposium on Electrical Power Engineering, December 2017.
16. Shang-Chih Lin* and Yennun Huang, "A Fuzzy Condition Monitoring System Suitable for Machine Tool Spindle Motor Considering Dynamic Speed Characteristics," International Conference on Fuzzy Theory and Its Applications, November 2017.
17. Shang-Chih Lin* and Yennun Huang, "An Abnormal Preventive System of Mechanical Equipment Based on MATLABs Internet of Things Technology," MATLAB & Simulink Tech Forum and Expo, October 2017.
18. Shang-Chih Lin* and Yennun Huang, "Application of BPNN Algorithm to Learning High Dimensional Features for Solving Induction Motor Defect Problems," IEEE International Conference on System Science and Engineering, July 2017.
19. Shang-Chih Lin* and Yennun Huang, "A Histogram Statistical Method for the Detection of Localized Faults in Deep Groove Ball Bearing," International Conference on Precision Machinery and Manufacturing Technology, May 2017.
20. Shang-Chih Lin* and Yennun Huang, "Application of Statistical Methods to Excavate the Abnormal State Characteristics of Rotating Machinery," Proceedings of 2017 National Symposium on System Science and Engineering, May 2017.
21. Shang-Chih Lin, et al., "2010~2016年," (共發表31篇論文, 含3篇最佳論文獎), January 2010.
 
 
 
 
Others
 
1. (Doctoral Dissertation Award) Shang-Chih Lin, "Study on Fuzzy Theory-Based Fault Diagnosis and Condition Monitoring Systems for Rotating Electrical Machine," Phd thesis, National Taiwan University of Science and Technology, July 2016.
2. Shang-Chih Lin, "A Study of Improved Particle Swarm Optimization for Economic Dispatch of Combined Heat and Power System," Masters thesis, Nan Kai University of Technology, June 2012.
 
 
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