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Name |
Lien-Kai Chang |
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Title |
Assistant Professor |
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Office |
K203-2 |
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Phone |
886-6-2533131 Ext. 3524 |
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Education |
Ph.D., Mechanical Engineering, National Cheng Kung University |
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Research Interests |
Piezoelectric Actuator, Artificial Intelligence Applications, Motor Control Applications |
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Publications
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Journal Papers |
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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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Conference Papers |
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1. L. K. Chang, C. H.
Lin, W. C. Tsuo, H. C. Wang, and M. C. Tsai*, "Motion Copying
Application Based on Bilateral Control Structure", the 19th
International Conference on Automation Technology (Automation 2022), 11-13
Nov. 2022. 2. L. K. Chang, C. H.
Lin, W. C. Tsuo, H. C. Wang, and M. C. Tsai*, "Motion Copying of
Bilateral Control Applied to Robot Training System with Virtual Reality
Haptic Feedback", the 19th International Conference on Automation
Technology (Automation 2022), 11-13 Nov. 2022. 3. L. K. Chang, J. Chen,
Y. C. Chen, M. C. Tsai*, "Limited-slip Differential Modelling and
Control", the 2022 International Automatic Control Conference (CACS
2022), 3-6 Nov., 2022. 4. L. K. Chang, C. L.
Wu, M. C. Tsai* and T. C. Tsao, "Motion and Force Control of Servo Die
Cushion System using Bilateral Control", the 9th IFAC Symposium on
Mechatronic Systems (Mechatronics 2022) and the 16th International Conference
on Motion and Vibration Control (MoViC 2022), 7-9 Sep., 2022. 5. K. D. Jiang, C. H.
Chung, L. K. Chang, T. W. Chang, Y. M. Xu, M. C. Tsai, "Analysis of
Magnetic and Mechanical Characteristics of Additive Manufactured FeSiCr Soft
Magnetic Composite", International Conference on Precision Engineering
and Sustainable Manufacturing (PRESM2022), 20-22 Jul. 2022. 6. C. C. Lin, M. C.
Tsai, L. K. Chang, T. W. Chang, "Cyber-Physical integration for
Automatic Measurement of Magnetic Positioning", 18th International
Conference on Automation Technology (Automation 2021), 12-14 Nov. 2021. 7. W. L. Chen, C. T.
Huang, K. S. Chen, L. K. Chang and M. C. Tsai, "Design and Realization
of Microcontroller-Based Remote Status Monitoring System for Smart Factory
Task Planning Applications", 60th Annual Conference of the Society of
Instrument and Control Engineers of Japan (SICE), 8-10 Sep. 2021. 8. C. H. Chung, T. Y.
Xiao, M. C. Tsai, L. K. Chang, "Intelligent Classification of Operating
Conditions for Handheld Wireless Power Tools", International Symposium
on Precision Engineering and Sustainable Manufacturing (PRESM2021), 21-23
Jul. 2021. 9. C. W. Chen, L. K.
Chang, Y. T. Liao, C. H. Chung, W. C. Su, K. S. Chen and M. C. Tsai*, "
Tuning of Servo Drive Controller Based on Boosted Tree Model and Particle
Swarm Optimization ", The 23rd International Conference on Electrical
Machines and Systems (ICEMS 2020), 24–27 Nov. 2020. 10. B. Chinomona, C. H. Chung*, L. K.
Chang, W. C. Su and M. C. Tsai, " Estimation of Battery Remaining Useful
Life Using Partial Discharge Data and LSTM Model ", International
Conference on Advanced Robotics and Intelligent Systems (ARIS 2020), 19–21
Aug. 2020. (Best Presentation Paper Award 2nd Place) 11. L. K. Chang, M. C. Tsai*, K. S.
Chen and Z. L. Lu, "Impedance Control of Self-sensing Piezoelectric
Actuator for Vibration Suppression", 2018 International Conference on
Electrical Machines and Systems (ICEMS 2018), Jeju, Korea, 07–10 Oct. 2018. |
Projects
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Year |
Project Title |
Budget |
Period |
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2019 |
重複控制器設計於伺服沖床運動控制系統之應用 |
287,500 |
2019/11/01~ 2020/10/31 |
Patents
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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 |