研究成果

期刊論文

   SCI Journal

  • Wei-Tai Huang, Shih-Cheng Yang, Fu-I Chou, Jyh-Horng Chou(2024). Automatic recognition of grinding quality of titanium alloy based on the convolutional neural network. The International Journal of Advanced Manufacturing Technology；135: 3941–3959.(SCI, IF=3.226 ; RANK=24/50;Q2)
  • Wen-Hsien Ho, Jinn-Tsong Tsai, Wei-Tai Huang* (2024). Research on Surface Roughness of High-Speed Milling 7075-T6 Aluminum Alloy Using Nanofluid/Ultrasonic Atomization MQL System. Science Progress；107(4).(SCI, IF=2.6; RANK=41/134;Q2)
  • Wei-Tai Huang ,Yenming J. Chen, Jinn-Tsong Tsai, and Wen-Hsien Ho(2024). Optimizing Algorithm Hyperparameters and Backbone of Single-shot Detector for Object Detection. Sensors and Materials；36,NO.1:337–350.(SCI, IF=1.2; RANK=54/66;Q4).
  • Wei-Tai Huang*,and Yi-Siang Chen (2023). Research on die steel after turning heat treatment of built-in actuation ultrasonically assisted turning system. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture；VOL.0,NO.0. (SCI, IF=2.610; RANK=56/133;Q2)
  • Wei-Tai Huang*, Chien-Yu Kung and Jyh-Horng Chou (2023). Intelligent Modeling Method to Optimal Predictive Model for Metal Powder Injection Molding Gears Using Fuzzy-Logic-Based Multi Objective Design. International Journal of Fuzzy Systems；25: 2338–2355.(SCI, IF=4.673; RANK=35/161;Q1).
  •  Ming-Chung Chou, Tian-Hsiang Huang, Jinn-Tsong Tsai, Yen-Ming J. Chen, Kao-Shing Hwang, Wei-Tai Huang*, Wen-Hsien Ho (2023). Optimization of 3D Holographic Projection for a Medical Image System Using Taguchi Method and Fuzzy Inference System . Journal of Imaging Science and Technology, V67,NO.4: 1-7. (SCI, IF=0.587; RANK=303/407;Q3).
  •  Wei-Tai Huang, Jinn-Tsong Tsai, Chuan Fu Hsu, Wen-Hsien Ho, and Jyh-Horng Chou (2022). Multiple Performance Characteristics in the Application of Taguchi Fuzzy Method in Nanofluid/Ultrasonic Atomization Minimum Quantity Lubrication for Grinding Inconel 718 Alloys. International Journal of Fuzzy Systems；24:294-309.；(SCI, IF=4.673; RANK=35/161;Q1).
  •  Wei-Tai Huang, Zi-Yun Tasi, Wen-Hsien Ho, and Jyh-Horng.Chou (2022).Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering,. Polymers；14,NO.3: 644. ；(SCI, IF=4.329; RANK=18/90;Q1).
  •  Wei-Tai Huang, Shih-Cheng Yang, Wen-Hsien Ho, and Jinn-Tsong Tsai (2022). Multiple performance characteristic index (MPCI) optimization of dimensional accuracy and geometrical shape angle in turn-mill multitasking machining.Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. VOL. 236, NO. 14:1930–1940.；(SCI, IF=2.610; RANK=56/133;Q2).
  •  Wei-Tai Huang, Chia-Lun Tsai, Wen-Hsien Ho, and Jyh-Horng Chou (2021). Application of Intelligent Modeling Method to Optimize the Multiple Quality Characteristics of the Injection Molding Process of Automobile Lock Parts. Polymers； 13,NO.15: 2515；(SCI, IF=4.329; RANK=18/90;Q1).
  •  Yao-Mei Chen, Wei-Tai Huang, Wen-Hsien Ho, Jinn-Tsong Tsai (2021). Classification of agerelated macular degeneration using convolutional-neuralnetwork-based transfer learning. BMC Bioinformatics. VOL.22:99；(SCI, IF=3.169; RANK=16/58;Q1).
  •  Yenming J. Chena, Jinn-Tsong Tsai, Wei-Tai Huang*, Wen-Hsien Ho (2021). Intelligent optimization in model-predictive control with risksensitivefiltering. Journal of Intelligent & Fuzzy Systems, VOL.4,NO.4: 7863-7873；(SCI, IF=1.737; RANK=121/175;Q3).
  • Wei-Tai Huang, Fu-I Chou, Jinn-Tsong Tsai and Jyh-Horng Chou (2020). Application of Graphene Nanofluid/Ultrasonic Atomization MQL System in Micromilling and Development of Optimal Predictive Model for SKH-9 High-Speed Steel using Fuzzy-Logic-Based Multi-Objective Design , International Journal of Fuzzy Systems；(2020)VOL.22,NO.7:2101-2118 ；(SCI,IF=4.673; RANK=35/161;Q1) .
  • Wei-Tai Huang, Fu-I Chou, Jinn-Tsong Tsai, Ting-Wei Lin, and Jyh-Horng Chou (2020). Optimal Design of Parameters for the Nanofluid/Ultrasonic Atomization Minimal Quantity Lubrication in a Micro-Milling Process , IEEE Transactions on Industrial Informatics； 16, NO. 8: 5202–5212； (SCI, IF=10.215; RANK=1/49;Q1) .
  •  Wei-Tai Huang*and Jian-Ting Chen (2020). Application of intelligent modeling methods to enhance the effectiveness of nanofluid / micro lubrication in microdeep drilling holes machining , Journal of Advanced Mechanical Design, Systems, and Manufacturing, VOL.14,NO.7: 01-26 ； (SCI, IF=0.609; RANK=127/133;Q4).
  •  Wei-Tai Huang, Wei-Shu Liu, Jinn-Tsong Tsai, and Jyh-Horng Chou (2018). Multiple Quality Characteristics of Nanofluid/Ultrasonic Atomization Minimum Quality Lubrication for Grinding Hardened Mold Steel. IEEE Transactions on Automation Science and Engineering , VOL. 15, NO. 3:1065–1077. (SCI, IF=5.083; RANK=15/76;Q1)
  •  Wei Tai Huang*, Wei Shu Liu, Der Ho Wu. (2016). Investigations into lubrication in grinding processes using MWCNTs nanofluids with ultrasonic-assisted dispersion. Journal of Cleaner Production , VOL.137,1553-1559. (SCI, IF=9.297 ; RANK=3/44;Q1)
  •  Wei-Tai Huang*, Der-Ho Wu , Jian-Ting Chen (2016). Robust design of using nanofluid/MQL in micro-drilling. The International Journal of Advanced Manufacturing Technology, VOL85,2115–2161. (SCI, IF=3.226 ; RANK=24/50;Q2)
  •  Wei-Tai Huang*, Der-Ho Wu, Shih-Pin Lin, Wei-Sui Liu (2016). A combined minimum quantity lubrication and MWCNT cutting fluid approach for SKD 11 end milling. The International Journal of Advanced Manufacturing Technology, VOL84,1697–1704. (SCI, IF=3.226 ; RANK=24/50;Q2)
  • S. Y. Chang, H. K. Lin, L. C. Tsao, W. T. Huang and Y. T. Huang (2014), Effect of voltage on microstructure and corrosion resistance of microarc oxidation coatings on CP-Ti, Corrosion Engineering Science and Technology ； VOL 49. 17-22；(SCI, IF=2.807 ; RANK=29/80;Q2) .

     

    EI Journal

  • W. -T. Huang*, W. -K. Yang, Z. -Q. Chen and Y. -H. Cheng (2023). Research on Optimum Improvement of Turning Surface Roughness by Ultrasonic Vibration Assisted Turning System. 2023 International Automatic Control Conference (CACS),(EI).
  • Wei-Tai Huang*,Ze-Qi Chen, and Jyh-Horng Chou (2023). Research on Optimizing of circularity and Surface Roughness for Turn-Mill Multitasking Machining. 2022 International Conference on System Science and Engineering (ICSSE), (EI).
  • Huang, W T.*, Wu, D H., Chen, Y S. (2022), Using Taguchi Robust Design to Ultra-sonic Vibration Assisted Turning AISI 1045. Proceedings of the 38th International MATADOR Conference. MATADOR 2015. Springer, Cham, (EI).
  • Wei-Tai Huang*, Po-Hsun Shih , Yi-Cheng Lin , Jinn-Tsong Tsai and Jyh-Horng Chou (2022). Research on the Prediction Model of Milling Force and Temperature for High-Speed Milling of NAK80 Die Steel by Ultrasonic Atomization Micro-Lubrication Combined With Uniform Method and Back Propagation Neural Network. 2022 International Conference on Fuzzy Theory and Its Applications (iFUZZY) ,(EI).
  • W T Huang*, and Z X Wu (2022). Research on Optimization of Cutting Force in AISI D2 Hardened Steel Ultrasonic Vibration-Assisted Turning. Journal of Physics: Conference Series, 2345, 012012.,(EI).
  • W. T. Huang and L. Y. Chen (2021). Establishment of the optimal predictive model of die steel skd11 micromilling via nanofluid (graphene) / ultrasonic atomizing minimum quantity lubrication. Journal of Physics: Conference Series, 012038,1-10, (EI).
  • Wei-Tai Huang* and Jyh-Horng Chou(2021), Application of Robust Method for Warpage Optimization Using Plastic Injection Molding Process. 2020 IEEE 2nd International Conference on Architecture, Construction, Environment and Hydraulics (ICACEH) , (EI).
  • Wei-Tai Huang*; Zhi-Yao Tu and Jyh-Horng Chou (2020), Performance Optimization Research on Ultrasonic Vibration Assisted Turning. 2020 International Conference on System Science and Engineering (ICSSE) , (EI).
  • Wei Tai Huang*, Wen Kai Yang, Ting Lung Chiang, and Jyh-Horng Chou (2018). The Application of Nanofluid (Nano-graphene)/Ultrasonic Atomization Micro-Lubrication in Micro-Milling Process on SKD11 Die Steel. 2018 International Conference on System Science and Engineering (ICSSE) , (EI) .
  • W. -T. Huang*, T. -Y. Lee and J. -H. Chou(2018).Investigating Multiple Quality Objectives for Surface Roughness and Dimensional Accuracy of Carbon Steel Manufactured by Turn-Mill Multitasking Machining,2018 IEEE International Conference on Advanced Manufacturing (ICAM),  134-137. (EI) .
  • W.T. Huang, D.H. Wu & C.L. Tsai(2016).Application of robust design to a process simulation of injection molding automotive parts,Applied System Innovation,  ISBN 978-1-138-02893-7.(EI) .
  • Wei-Tai Huang , Hsun-Heng Tsai , Der-Ho Wu , and Wei-Tai Lee(2015).A Study of Minimal Quantity Lubrication with MWCNTs In Turning of AISI 304L steel,Key Engineering Materials,VOL 625；  108-114. (EI) .
  • Wei-Tai Huang, Der-Ho Wu, Shih-Pin Lin,and Jian-Ting Chen(2014).Robust Design of Using MWCNTs in Minimum Quantity Lubrication,Applied Mechanics and Materials,VOL 670-671； 11-21. (EI) .
  • L. C. Tsaol, W. T. Huang, M. W. Wu, Sheng-Lung, Sui(2012).Suppressing effect of 1 wt. % nano-Ti02 addition into low Ag content Sn-Ag-Cu solder alloy on the intermetallic growth with Cu substrate during isothermal aging, International Conference on Electronic Packaging Technology & High Density Packaging(ICEPT-HDP)； 465-468；（EI）

  • Other Journal

  • 周至宏、黃惟泰*（2023年）。綠色工具機(Green Machine Tool) 。機械新刊，8(3),18-25。

  • Ting-Lung Chiang, Wei- Tai Huang, Shih-Chieh Lo(2013), The Analysis of Performance for a Parallel Flow Type Combustion Furnace with Helically Coiled Tube, Combustion Quarterly ; VOL.22,NO.1:64-76. 

  • Shih-Chieh Lo, Wei-Dong Hsieh, Wei-Tai Huang*, Ting-Lung Chiang (2013), Thermal and Flow Analysis of the Tar Refining Plant Vertical Furnace with CFD Method, Combustion Quarterly ; VOL. 22, NO.4: 06-19.

  • 張勝茂、黃惟泰、劉俊呈、吳峙儫(2011)。淺談機械製造科技新知—精密細微製造技術。生活科技教育月刊，四十四卷，第四期，14-21。第二作者.

研討會論文

  • Wei-Tai Huang*, Bo-Xun Ren, Yi-Cheng Pan , Jinn-Tsong Tsai , and Wen-Hsien Ho,Optimization Study on Ultrasonic Vibration-Assisted Removal of Grinding Chips in Grinding of Ti-6Al-4V Alloy . 2025 IEEE 11th International Conference on Applied System Innovation (IEEE ICASI 2025).April 22~25(2025), Tokyo ,Japan.

  • Jian-Hong Liou, Po-Chen Chiang, Po-Yuan Yang, and Wei-Tai Huang* , An Improved Grey Wolf Optimizer with Nonlinear Decay, Lévy Flight, and Weighted Allocation for Enhanced Search Efficiency and Convergence. 2025 IEEE 11th International Conference on Applied System Innovation (IEEE ICASI 2025).April 22~25(2025), Tokyo ,Japan.

  • 黃惟泰、何文獻。自動偵測及辨別大腸息肉之智能化方法研發。2023年屏科大與高雄醫學大學共同研提計畫成果發表會，2024/01/16，高雄。
  • 黃惟泰、何文獻。COVID-19胸部電腦斷層影像之智能穩健分類方法研發。2022年屏科大與高雄醫學大學共同研提計畫成果發表會，2023/02/10，屏東。
  • 黃惟泰*、 龔阡瑜、莊文豪、高瑋鴻。金屬粉末射出成型傘齒輪之輪粉末濃度最佳化研究。中華民國力學學會第四十六屆全國力學會議(CTAM 2022)，2022/11/18，高雄市。
  • 黃惟泰、何文獻。基於遷移學習卷積神經網路模型應用於老年性黃斑部病變影像之穩健最佳智慧分類之研究。2021年屏科大與高雄醫學大學共同研提計畫成果發表會，2021/03/09，屏東。

  • 黃惟泰*、蔡進聰、周至宏。應用奈米流體(石墨烯)/超音波霧化微量潤滑系統於微銑削溫度品質特性研究。2019年台灣精密工程科技研討會，2019/11/28，新竹縣。

  • 黃惟泰*、周阜毅、蔡進聰、周至宏。應用奈米流體(石墨烯)/超音波霧化微量潤滑系統於微銑削力品質特性研究。第二十六屆模糊理論及其應用研討會，2019/11/09，新北市。

  • 黃惟泰*、徐銓甫、姜庭隆。應用多種混合奈米流體/超音波霧化微量潤滑系統於磨削Inconel-718鎳基合金。2017精密機械與製造科技研討會，2017/05/20，屏東。

  • 黃惟泰*、蔡子雲、蔡佳倫、林廷緯， 不同冷卻系統水路設計對於汽車鎖具零件射出成型溫度分佈影響，屏東科技大學暨北京科技大學第十屆學術交流研討會，2015/12/01，屏東。
  • 黃惟泰*、吳德和、蔡子雲, 汽車連接器之射出成形製程分析,模具暨應用產業技術論文發表會，ISBN：978-968-89893-1-3，2014/08/23，台北。

  • 林秋豐、林延璋、黃惟泰，混合動力三輪車動力系統作動法則之建立，屏東科技大學暨北京科技大學第七屆學術交流研討會，2012/08/30，中國北京。

  • Ting-Lung Chiang ,Ying-Yi Wang, Der-Ho Wu, Wei-Tai Huang , Tang-Wei Liang, An Optimized Design Method for the Wind Turbine Blade, The International Conference on Green Technologies, October 6~8 (2010), Ping-tung ,Taiwan.

  • Ting-Lung Chiang ,Ying-Yi Wang, Der-Ho Wu, Wei-Tai Huang , Li-Xin Chen, A New Aerodynamics Design Algorithm for HAWT Blade, The International Conference on Green Technologies, October 6~8 (2010), Ping-tung ,Taiwan.

  •  Der-Ho Wu, Ting-Lung Chiang,Ru-Yuan Yang, Wei-Tai Huang, Kuo-Ho Fu, Yi-Che Li, Robust Design of MWCNT/Organic Polymer Photovoltaic Device on Flexible PET Substrate, The International Conference on Green Technologies, October 6~8 (2010), Ping-tung ,Taiwan.

專利

  • 研磨輪的振動構造(黃惟泰、陳則棨)_中華民國專利證書_發明第I863665號
  • Holder for vibration cutting tool(Wei-Tai Huang , Xi-Sang Chen ,Zhi-Yao Tu)_美國專利證書_US11,759,868 B2
  • 車削刀具之振動機構(黃惟泰、林嘉瑋、黃彥明、吳騏騰、沈鈺翔、李振永)_中華民國專利證書_發明第I834333號
  • 振動車削裝置(黃惟泰、吳宗憲)_中華民國專利證書_發明第I769954號
  • 振動輔助切削刀具之刀具座(黃惟泰、陳奕翔、涂智堯)_中華民國專利證書_發明第I767719號
  • 加工機之刀具調整座構造(黃惟泰、謝孟修)_中華民國專利證書_發明第I745188號
  • 霧化裝置(黃惟泰、劉威澍)_中華民國專利證書_發明第I615203號
  • 超音波振動輔助車削裝置(黃惟泰、吳德和 、陳奕翔)_中華民國專利證書_發明第I556891號
  • 奈米流體微量潤滑設備(黃惟泰、吳德和 、劉威澍)_中華民國專利證書_發明第I572449號