• Optimization / Machining / PLC / Data

  This LAB research topic combines three key areas：Intelligent function, Green machining, and Optimal parameters.

  Regardless of the specific research question you choose within this focus area, writing programs will be necessary to analyze data, potentially develop control systems, and optimize processes. Therefore, comfort with programming is an essential skill for this project.

  Additional Collaborative Research Topics：

  • Greenhouse Gas inventory analysis
  • Automation system integration
  • Energy-saving technologies in manufacturing processes

  If you have any question, please feel free to contact me.

  Professor Chang,Ping-Yueh
  張秉越 老師
  Mail：t2023048@gm.cyut.edu.tw
  Phone：886-4-23323000 #7044
  Chaoyang University of Technology
  Department of Industrial Engineering and Management

  Personal Profile

  Name

  Chang,Ping Yueh

  Title

  Assistant Professor

  Phone

  886-4-23323000 #7044

  Education

  • Ph.D. Electrical Engineering, National Kaohsiung University of Science and Technology, Taiwan
  • M.Eng. Mechanical Engineering, National Chin-Yi University of Technology, Taiwan

  Professional Experiences

  • Precision Machinery Research & Development Center

     Intelligent Integration Development Engineer

  • NUM Taiwan Ltd.

     Application and Service Engineer

  • Hota Industrial Mfg. Co., Ltd.

     Manufacturing DivisionAssistant Manager

  Areas of Specialization

  • Automatic control
  • Green machining
  • Robust optimization

  Journal

  • P.-Y.  Chang,  F.-I.  Chou,  P.-Y.  Yang * ,  and  S.-H.  Chen,  “Hybrid  multi-object optimization method for tapping center machines,” Intelligent Automation \& Soft Computing, vol. 36, no. 1, pp. 23-38, 2023.
  • P.-Y.  Chang,  P.-Y.  Yang * ,  F.-I.  Chou * ,  and  S.-H.  Chen,  “Hybrid  optimization algorithm  for  thermal displacement  compensation  of  CNC  machine  tool  using regression  analysis  and  fuzzy  inference,”  Science  Progress,  2023
  •  P.-Y.  Yang *   and  P.-Y.  Chang,  “Hyperparameter  optimization  of  tapping  center machines model using robust whale optimization algorithm.” Advances in mechanical engineering,”  Advances  in  Mechanical  Engineering,  2023.
  • P.-Y. Chang, P.-Y. Yang, S.-H. Chen, and J.-H. Chou * , “Hybrid optimization method for  correcting  synchronization  errors  in  tapping  center  machines,”  Applied Sciences, vol. 11, no. 8, 2021, Art no. 3441.

  Conference

  • Yu-Cheng Liao,Po-Yuan Yang,Fu-I Chou,Ping-Yueh Chang and Jinn-Tsong Tsai,”Hyperparameter Optimization for YOLOv7 Architecture tecture in Tool Wear Detection,” presented at the 2024 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2024),Japan,10-13 Aug 2024
  • 張秉越,廖御呈,楊柏遠,周阜毅。”工具機切割誤差與加工時間之製程參數最佳化。” 2024數位生活科技研討會。霧峰 台灣。17 May,2024.
  • P.-Y. Chang and F.-I. Chou, “Study on Optimization of Rigid Tapping with Multiple Objectives,” presented at the 2023 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2023), Penghu, Taiwan, 27-28 October, 2023.
  • Y.-C. Liao, P.-Y. Chang, P.-Y. Yang, and F.-I. Chou, “Lubricant loss diagnosis of CNC feed system by using support vector machine,” presented at the The 9th IEEE International Conference on Applied System Innovation 2023 (IEEE ICASI 2023), Tokyo, Japan, 21-25 April, 2023.
  • S.-J.  Lin,  P.-Y.  Chang,  Y.-C.  Liao,  P.-Y.  Yang,  F.-I.  Chou,  and  T.-K.  Liu, “Predictive torque curve of CNC based on LSTM,” presented at the The 9th IEEE International Conference on Applied System Innovation 2023 (IEEE ICASI 2023), Tokyo, Japan, 21-25 April, 2023.
  • P.-Y. Chang, F.-I. Chou, and P.-Y. Yang, “Optimal algorithm applied to machine tool machining energy consumption,” presented at the The 19th Internal Conference on Automation Technology (Automation 2022), Kaohsiung, Taiwan, 11-13 November, 2022.
  • Y.-C. Liao, P.-Y. Chang, P.-Y. Yang, and F.-I. Chou, “Lubricant loss diagnosis of CNC feed system based on empirical mode decomposition and ANFIS,” presented at the 2022 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2022), Kaohsiung, Taiwan, 3-6 November, 2022.

  Awards

  • 謝長恩、郭文宗、楊柏遠、張秉越。”應用田口方法改善灰狼演算法之效能-以工具機輪廓誤差為例”。中國工程師學會學生分會 工程論文競賽 佳作，2024.07。
  • 張秉越,廖御呈,楊柏遠,周阜毅。”工具機切割誤差與加工時間之製程參數最佳化。”數位生活科技研討會 Best Paper Award。2024.05
  • 中華民國斐陶斐榮譽學會112年榮譽會員

Others

• TUV 溫室氣體盤查( ISO14064-1)主任查證員 證書.2024.04
• 張秉越。”低溫微潤滑技術介紹。” 機械新刊.2023.10
• 張晏維,陳科睿,張秉越。”淺談多種感測器與切削刀具磨耗之關係。” PMC 技術通報281.2022
• 楊柏遠,張秉越。”刀具磨耗與加工時間多目標最佳化之研究。” 工具機與零組件雜誌.2022.10
• 張晏維,陳科睿,張秉越。”智慧刀把應用於不同刀具設計與刀具品質關係之研究。” 機械新刊.2021.10