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姓名：張廉楷 |
職稱：助理教授 |
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電話分機：3524 |
辦公室：K203-2 |
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E-Mail： lankychang1983@stust.edu.tw |
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實驗室： |
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最高學歷：國立成功大學機械工程學博士 |
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研究領域：壓電致動器、人工智慧應用、馬達控制應用 |
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學術榮譽 |
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1.
Benvolence Chinomona,
Chunhui Chung, Lien-Kai Chang, Wei-Chih Su, and Mi-Ching Tsai, “Estimation of
Battery Remaining Useful Life Using Partial Discharge Data and LSTM Model,”
The 8th International conference on Advanced Robotics and Intelligent Systems
(ARIS2020), Taipei, Taiwan, August 19-21, 2020. [Best Presentation Paper
Award 2nd Place] |
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期刊論文 |
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1.
L. K. Chang, K. D. Jiang,
C. H. Chung, T. W. Chang and M. C. Tsai (2024). Integrating Machine Learning
and Multi-objective Optimization to Investigate the Magnetic and Mechanical
Properties of FeSiCr Soft Magnetic Composite Processed by Laser Powder Bed
Fusion, submitted to The International Journal of Advanced Manufacturing
Technology. 2.
L. K. Chang, R. S. Chen,
M. C. Tsai, R. M. Lee, C. C. Lin, J. C. Huang, T. W. Chang and M. H. Horng
(2024). Machine Learning Applied to Property Prediction of Metal Additive
Manufacturing Products with Textural Features Extraction, The International
Journal of Advanced Manufacturing Technology. (SCI) NSTC 112-2218-E-006-018.
(Accepted) 3.
H. Y. Chen, C. C. Lin, M.
H. Horng, L. K. Chang, J. H. Hsu, T. W. Chang, J. C. Hung, R. M. Lee and M.
C. Tsai (2022, Aug) Deep Learning Applied to Defect Detection in Powder
Spreading Process of Magnetic Material Additive Manufacturing, Materials,
15(16), pp. 5662. (SCI) MOST 111-2218-E-006-013. 4.
B. Chinomona, C. H.
Chung*, L. K. Chang, W. C. Su and M. C. Tsai (2020, Sep). Long Short-Term
Memory Approach to Estimate Battery Remaining Useful Life Using Partial Data,
Volume: 8, pp. 165419 – 165431. (SCI) MOST 108-2622-8-006-014. 5.
L. K. Chang, S. H. Wang
and M. C. Tsai* (2020, Sep). Demagnetization Fault Diagnosis of a PMSM Using
Auto-Encoder and K-Means Clustering. Energies, Volume: 13, Issue 17, 4467.
(SCI) MOST 108-2622-8-006-014. 6.
L. K. Chang and M. C.
Tsai* (2016, May). Design of Single-phase Driven Screw-thread-type Ultrasonic
Motor. Review of Scientific Instruments, Volume: 87, 055002. (SCI) NSC
102-2221-E-006-001. 7.
L. K. Chang and M. C.
Tsai* (2014, Dec). Design of Star-shaped Flextensional Stator for Ultrasonic
Motor. Advances in Mechanical Engineering, Volume: 6, 162535. (SCIE) NSC 102-2221-E-006-001.
8.
L. K. Chang and M. C.
Tsai* (2014 Aug). Optimal Design of Piezoelectric Actuator for Precision
Positioning Applications. Key Engineering Materials, Volume: 625, 224-229.
(EI) NSC 101-2221-E-006-003. |
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國內期刊論文 |
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1.
林敬智、林宜謙、劉秉議、張廉楷、蔡明祺、張宗偉（2021年11月）。智動化三維磁通密度量測平台之建置。中國機械工程學會第三十八屆全國學術研討會，臺灣台南。 2.
鍾俊輝、江坤諦、許育銘、張宗偉、石政欣、張廉楷、蔡明祺（2021年11月）。製程參數對選擇性雷射熔融積層製造之鐵矽鉻軟磁材料磁特性影響研究。中國機械工程學會第三十八屆全國學術研討會，臺灣台南。 3.
張廉楷、王舜弘、柯柏任、蔡明祺*（2019年04月）。卷積神經網路於馬達軸承故障診斷之應用。中華民國系統科學與工程研討會National Symposium on Systems Science and Engineering (NSSSE
2019)，馬祖南竿。 4.
張廉楷、柯柏任、顏家駿、蔡明祺*（2019年04月）。永磁同步馬達磁鐵線上健檢。2019 中華民國系統科學與工程研討會National
Symposium on Systems Science and Engineering (NSSSE 2019)，馬祖南竿。朱聖緣、 翁崇銘 、黃思銘、 張廉楷 ，物聯網感測器-無含鉛壓電加速規開發製作，馬達電子報，第789期，2018。 5.
張廉楷 ，內部模型控制於質量流量控制器之應用，馬達電子報，第753期，2017。 |
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專利 |
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用於預測工件特性之模型的訓練方法及系統，中華民國發明專利號碼I840303。 |
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研究計畫 |
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