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任志宏老師

發佈日期 : 2021-04-07 最後更新日期 : 2026-10-16

任志宏 教授 教師簡介

  • 基本資料

任志宏


職稱:教授

學歷:元智大學工業工程與管理博士

分機: 6319

電子郵件: f7815@mail.lhu.edu.tw

專長:1.品質管理2.生產管理3.實驗設計4.流程控制與分析5.六標準差品質工程資料分析

二、 期刊論文 (Journal Papers)

  • 【1】 Integrating large language models into manufacturing execution systems: A systematic framework for photoresist manufacturing processes
       - 期刊名稱/書名:Computers & Industrial Engineering
       - 作者/出版單位:Shu-Kai S. Fan, Jiun-Tze Wang, Chih-Hung Jen
       - 出版年月:202601
  • 【2】 Auto-Labeling for Pattern Recognition of Wafer Defect Maps in Semiconductor Manufacturing
       - 期刊名稱/書名:ASME Journal of Manufacturing Science and Engineering
       - 作者/出版單位:Shu-Kai S. Fan, Pei-Chen Chen, Chih-Hung Jen*, Kanchana Sethanan
       - 出版年月:202407
  • 【3】 Data-Driven Virtual Metrology and Retraining Systems for Color Filter Processes of TFT-LCD Manufacturing
       - 期刊名稱/書名:IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
       - 作者/出版單位:Chih-Hung Jen , Shu-Kai S. Fan , and Yu-Yu Lin
       - 出版年月:202209
  • 【4】 Key Feature Identification for Monitoring Wafer-to-Wafer Variation in Semiconductor Manufacturing
       - 期刊名稱/書名:IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
       - 作者/出版單位:Shu-Kai S. Fan , Chia-Yu Hsu , Du-Ming Tsai , Mabel C. Chou , Chih-Hung Jen , and Jen-Hsuan Tsou
       - 出版年月:202207
  • 【5】 Data Visualization of Anomaly Detection in Semiconductor Processing Tools
       - 期刊名稱/書名:IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING
       - 作者/出版單位:Shu-Kai S. Fan , Du-Ming Tsai , Chih-Hung Jen , Chia-Yu Hsu , Fei He , and Li-Ting Juan
       - 出版年月:202205
  • 【6】 Data-driven optimization of accessory combinations for final testing processes in semiconductor manufacturing
       - 期刊名稱/書名:Journal of Manufacturing Systems
       - 作者/出版單位:Shu-Kai S. Fan, Wei-Kai Lin, Chih-Hung Jen
       - 出版年月:202204
  • 【7】 Real-Time Process Monitoring Based on Multivariate Control Chart for Anomalies Driven by Frequency Signal via Sound and Electrocardiography Cases
       - 期刊名稱/書名:Processes
       - 作者/出版單位:Chih-Hung Jen and Chien-Chih Wang
       - 出版年月:202108
  • 【8】 Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes
       - 期刊名稱/書名:Advanced Engineering Informatics
       - 作者/出版單位:Shu-Kai S. Fan, Chia-Yu Hsua, Chih-Hung Jen, Kuan-Lung Chen, Li-Ting Juan
       - 出版年月:202010
  • 【9】 A new double exponentially weighted moving average run-to run control using a disturbance-accumulating strategy for mixed-product mode
       - 期刊名稱/書名:IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
       - 作者/出版單位:Shu-Kai S. Fan , Chih-Hung Jen, Chia-Yu Hsu , and Yu-Ling Liao
       - 出版年月:202009
  • 【10】 Key Parameter Identification and Defective Wafer Detection of Semiconductor Manufacturing Processes Using Image Processing Techniques
       - 期刊名稱/書名:IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING
       - 作者/出版單位:Shu-Kai S. Fan , Du-Ming Tsai , Fei He, Jui-Yu Huang, and Chih-Hung Jen
       - 出版年月:201911
  • 【11】 An Enhanced Partial Search to Particle Swarm Optimization for Unconstrained Optimization
       - 期刊名稱/書名:Mathematics
       - 作者/出版單位:Shu-Kai S. Fan and Chih-Hung Jen
       - 出版年月:201904
  • 【12】 Profile Monitoring for Autocorrelated Reflow Processes with Small Samples
       - 期刊名稱/書名:Processes
       - 作者/出版單位:Shu-Kai S. Fan, Chih-Hung Jen, and Jai-Xhing Lee
       - 出版年月:201902
  • 【13】 Modeling and monitoring the nonlinear profile of heat treatment process data by using an approach based on a hyperbolic tangent function
       - 期刊名稱/書名:QUALITY ENGINEERING
       - 作者/出版單位:Shu-Kai S. Fan, Chih-Hung Jen, and Tzu-Yi Lee
       - 出版年月:201704
  • 【14】 Profile monitoring of reflow process using approximations of mixture second-order polynomials
       - 期刊名稱/書名:Journal of Chemometrics
       - 作者/出版單位:Chih-Hung Jen and Shu-Kai S. Fan
       - 出版年月:201412
  • 【15】 Evaluation the Performance of Fault Detection for dEWMA Control System
       - 期刊名稱/書名:Advanced Materials Research
       - 作者/出版單位:Chih-Hung Jen
       - 出版年月:201303
  • 【16】 Application of classification techniques on development an early-warning system for chronic illnesses
       - 期刊名稱/書名:Expert Systems with Applications
       - 作者/出版單位:Chih-Hung Jen, Chien-Chih Wang, Bernard C. Jiang, Yan-Hua Chu, Ming-Shu Chen
       - 出版年月:201208
  • 【17】 Advanced Planning and Scheduling in Motherboard Manufacturing Industry
       - 期刊名稱/書名:International Research Journal of Finance and Economics
       - 作者/出版單位:Chang-Chien Chou, Chih-Hung Jen, Kuo-Ping Lin, Wu Wen
       - 出版年月:201202
  • 【18】 Applying fuzzy GERT with approximate fuzzy arithmetic based on the weakest t-norm operations to evaluate repairable reliability
       - 期刊名稱/書名:Applied Mathematical Modelling
       - 作者/出版單位:Kuo-Ping Lin, Wu Wen, Chang-Chien Chou, Chih-Hung Jen*, and Kuo-Chen Hung
       - 出版年月:201111
  • 【19】 Integration of run-to-run control schemes and on-line experiment to deal with the changes in semiconducting dynamic processes
       - 期刊名稱/書名:International Journal of Production Research
       - 作者/出版單位:Chih-Hung Jen*, Bernard C. Jiang and Chien-Chih Wang
       - 出版年月:201110
  • 【20】 Statistical monitoring of nonlinear profiles by using piecewise linear approximation
       - 期刊名稱/書名:Journal of Process Control
       - 作者/出版單位:Shu-Kai S. Fan, Ni-Chun Yao, Yuan-Jung Chang, and Chih-Hung Jen
       - 出版年月:201107
  • 【21】 Integrating the Fault Detection Method and Run-to-Run Control for Improving Semiconductor Process Control
       - 期刊名稱/書名:Procedia Computer Science
       - 作者/出版單位:Chih-Hung Jen* and Jia-Ming Wang
       - 出版年月:201105
  • 【22】 Using LDA with on-line experiment methods for coping with changes in MIMO dynamic model
       - 期刊名稱/書名:Expert Systems with Applications
       - 作者/出版單位:CHIH-HUNG JEN*, KUO-PING LIN, WU WEN, and CHANG-CHIEN CHOU
       - 出版年月:201101
  • 【23】 Evaluation of fuzzy neural network run-to-run controller using numerical simulation analysis for SISO process
       - 期刊名稱/書名:Expert Systems with Applications
       - 作者/出版單位:CHIEN-CHIH WANG, BERNARD C. JIANG, MING-YIH WU, and CHIH-HUNG JEN
       - 出版年月:200912
  • 【24】 Combining EWMA Control Chart to Reduce Process Control Frequency for Run-to-Run (R2R)
       - 期刊名稱/書名:Journal of Quality
       - 作者/出版單位:BERNARD C. JIANG, CHIEN-CHIH WANG, CHIH-HUNG JEN, and LIE-CIANG LUO
       - 出版年月:200908
  • 【25】 Using Simulation Techniqes to Determine Optimal Operational Region for Multi-responses
       - 期刊名稱/書名:International Journal of Production Research
       - 作者/出版單位:BERNARD C. JIANG, CHIEN-CHIH WANG, JOHN LU, CHIH-HUNG JEN, and SHU-KAI S. FAN
       - 出版年月:200906
  • 【26】 Combining on-line experiment and process control methods for changes in a dynamic model
       - 期刊名稱/書名:International Journal of Production Research
       - 作者/出版單位:CHIH-HUNG JEN and BERNARD C. JIANG
       - 出版年月:200807
  • 【27】 A general run-to-run (R2R) control framework using self-tuning control for multiple-input multiple-output (MIMO) processes
       - 期刊名稱/書名:International Journal of Production Research
       - 作者/出版單位:CHIH-HUNG JEN, BERNARD C. JIANG, and SHU-KAI S. FAN
       - 出版年月:200410
  • 【28】 SISO Run-to-Run Feedback Controller using Triple EWMA Smoothing for Semiconductor Manufacturing Processes
       - 期刊名稱/書名:International Journal of Production Research
       - 作者/出版單位:SHU-KAI S. FAN, BERNARD C. JIANG, CHIH-HUNG JEN, and CHIEN-CHIH WANG
       - 出版年月:200209

三、 研討會會議論文 (Conference Papers)

  • 【1】 Using the Concept of Generative Adversarial Network (GAN) to Strengthen the Classification Performance for X-ray Images of Small Samples
       - 研討會名稱/書名:2023 6th International Conference on Healthcare Service Management
       - 作者/出版單位:Chih-Hung Jen; Shu-Kai S. Fan; Kun-Mu Lu; Ching-Wen Huang; Ju-Ling Hsiao; Yu-Zhi Zheng; Yi-Jun Cai
  • 【2】 Using Big Data Analysis to Construct the Abnormal Diagnostic System for Wafer Test Platform
       - 研討會名稱/書名:Proceedings of the Asia Pacific Industrial Engineering and Management Systems Conference 2019
       - 作者/出版單位:Chih-Hung Jen*, Shu-Kai S. Fan, Yu-Ming Lu, Wan-Ting Chen, Sung-Ying Tsai
  • 【3】 A Novel DEWMA Run-to-Run Control for Mixed-Product Mode
       - 研討會名稱/書名:The 26th International Society for Business Innovation and Technology Management Conference (2019)
       - 作者/出版單位:Shu-Kai S. Fan, Chih-Hung Jen*, Yu-Ling Liao
  • 【4】 Construct a novel monitoring system for classifying the abnormal voice frequency signals
       - 研討會名稱/書名:The 19th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2018)
       - 作者/出版單位:Chih-Hung Jen, Yu-Ming Lu, Shu-Kai S. Fan, Wan-Ting Chen
  • 【5】 Key parameter identification for faulty wafer detection using image processing
       - 研討會名稱/書名:The Fourteenth International Conference on Autonomic and Autonomous Systems (ICAS 2018)
       - 作者/出版單位:Shu-Kai S. Fan, Du-Ming Tsai, Chih-Hung Jen, Rui-Yu Huang and Kuan-Lung Chen
  • 【6】 Construct a monitoring system of voice frequency via the selection of intrinsic mode functions
       - 研討會名稱/書名:2018 International Conference on Innovation and Management (IAM2018W)
       - 作者/出版單位:Chih-Hung Jen, Chien-Chih Wang, Yu-Ming Lu, Sheng-Yu Yu
  • 【7】 Using Model Selection in Mixture Polynomials to Construct the Nonlinear Profile Monitoring
       - 研討會名稱/書名:Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2017
       - 作者/出版單位:Chih-Hung Jen, Yu-Ming Lu, Shu-Kai S. Fan, and Yi-Min Huang
  • 【8】 A NOVEL PROFILE MONITORING SYSTEM FOR DEALING WITH BIOLOGICAL SIGNALS
       - 研討會名稱/書名:2017 International Conference on Business and Information (BAI2017)
       - 作者/出版單位:Chih-Hung Jen, Yu-Ming Lu, Bo-Hua Lian, Yi-Min Huang
  • 【9】 Construct a monitoring system for dealing with the profile in auto-correlated process
       - 研討會名稱/書名:21st International Society for Business Innovation and Technology Management Conference
       - 作者/出版單位:Shu-Kai S. Fan, Chih-Hung Jen, Jai-Xhing Lee, Jui-YU Huang
  • 【10】 Construct a discriminative system for cardiopathy using electrocardiogram data
       - 研討會名稱/書名:The 17th Asia Pacific Industrial Engineering and Management Systems Conference
       - 作者/出版單位:Chih-Hung Jen, Yu-Ming Lu, Yi-Min Huang, and Bo-Hua Lian
  • 【11】 Combining Computed Tomography and Electrocardiogram Data to Construct an Early Warning System for Cardiopathy
       - 研討會名稱/書名:World Conference on Innovation, Engineering, and Technology 2016 (IET 2016)
       - 作者/出版單位:Chih-Hung Jen, Yu-Ming Lu, Bo-Hua Lian, and Yi-Min Huang
  • 【12】 應用頻域分析理論辨別心電圖像異常
       - 研討會名稱/書名:中國工業工程學會104年度年會暨學術研討會
       - 作者/出版單位:任志宏、呂玉銘、蔡安庭
  • 【13】 Construct an appropriate mixed model for monitoring nonlinear profile process
       - 研討會名稱/書名:The 16th Asia Pacific Industrial Engineering and Management Systems Conference
       - 作者/出版單位:Chih-Hung Jen, Shu-Kai S. Fan, and An-Ting Tsai
  • 【14】 Construct the Monitoring System of Reflow Process Using a Bootstrap Concept
       - 研討會名稱/書名:MakeLearn and TIIM Joint International Conference 2015
       - 作者/出版單位:Chih-Hung Jen*, Shu-Kai S. Fan, and Geng-Chen Chen
  • 【15】 整合心電圖及生理指標架構心臟疾病之預警機制
       - 研討會名稱/書名:第二十屆資訊管理暨實務研討會&大專院校資訊管理學生專題競賽
       - 作者/出版單位:任志宏、呂玉銘、蔡安庭
  • 【16】 Construct the Analysis Platform for Evaluating the Static Postural Stability
       - 研討會名稱/書名:Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2014
       - 作者/出版單位:Chih-Hung Jen, Bernard C. Jiang, Yin-Sung Chen
  • 【17】 Using multiscale entropy (MSE) profile to construct the monitoring system on balance
       - 研討會名稱/書名:International Conference on Business and Information 2014
       - 作者/出版單位:Chih-Hung Jen, Chien-Chih Wang, Bernard C. Jiang, Yin-Sung Chen
  • 【18】 架構心臟疾病之預警監控系統
       - 研討會名稱/書名:2014產業資訊應用趨勢研討會暨個案競賽
       - 作者/出版單位:任志宏、呂玉銘、陳冠奇
  • 【19】 Construct the system of profile monitoring using concept of EWMA control chart
       - 研討會名稱/書名:The 14th Asia Pacific Industrial Engineering and Management Systems Conference
       - 作者/出版單位:Chih-Hung Jena, Shu-Kai S. Fan, Quan-Chi Chen
  • 【20】 Combining the correlation coefficient and complexity (entropy) measurement methods for the analysis in medical images
       - 研討會名稱/書名:Business and Information 2013
       - 作者/出版單位:Chih-Hung Jen, Yu-Ming Lu, Quan-Chi Chen
  • 【21】 Nonlinear profile monitoring using approximation of the second-order polynomial segments
       - 研討會名稱/書名:Business and Information 2013
       - 作者/出版單位:Chih-Hung Jen, Shu-Kai Fan
  • 【22】 EVALUATING HUMAN-COMPUTER INTERFACE ON THE CIHC MEDICAL WEBSITE FOR MIDDLE-AGED LEARNERS
       - 研討會名稱/書名:Business and Information 2012
       - 作者/出版單位:Chih-Hung Jen, Hen-How Cheng
  • 【23】 USING DATA CLASSIFICATION AND CONTROL CHART METHODS TO CONSTRUCT THE MONITORING SYSTEM IN CHRONIC ILLNESSES
       - 研討會名稱/書名:Business and Information 2012
       - 作者/出版單位:Chih-Hung Jen
  • 【24】 Using classification techniques to construct chronic illness early warning criterion
       - 研討會名稱/書名:Proceedings of 12th Asia Pacific Industrial Engineering and Management Systems Conference
       - 作者/出版單位:Chih-Hung Jen, Bernard C. Jiang, Yan-Hua Chu, and Chien-Chih Wang
  • 【25】 Using the Nonlinear Profile Methods to Improve Run-to-run Control Scheme
       - 研討會名稱/書名:11th Asia Pacific Industrial Engineering & Management Systems Conference 2010
       - 作者/出版單位:CHIH-HUNG JEN
  • 【26】 Combining the Methods of System Diagnosis for Detecting the Process Faults in Multi-response Control
       - 研討會名稱/書名:International Conference of the 10th Asia-Pacific Conference on Industrial Engineering and Management Systems
       - 作者/出版單位:CHIH-HUNG JEN
  • 【27】 A Novel Control Framework Based on LDA with On-line Experiment Method for Changes in MIMO Dynamic Model
       - 研討會名稱/書名:The 9th Asia Pacific Industrial Engineering & Management Systems Conference
       - 作者/出版單位:CHIH-HUNG JEN
  • 【28】 An improved control framework using robust regression estimation for changes in a dynamic model
       - 研討會名稱/書名:The 11th International Conference on Industrial Engineering Theory, Applications, and Practice
       - 作者/出版單位:CHIH-HUNG JEN, BERNARD C. JIANG, and CHIEN-CHIH WANG
  • 【29】 The process adjustment schemes choice for dealing with the process change in different dynamic models
       - 研討會名稱/書名:The 36th International Conference on Computers and Industrial Engineering Challenges for Advanced Technology Industries
       - 作者/出版單位:CHIH-HUNG JEN, BERNARD C. JIANG, and CHIEN-CHIH WANG
  • 【30】 An improved framework of quality control using a novel combining method for the dynamic process
       - 研討會名稱/書名:International Conference of the 6th Asia-Pacific Conference on Industrial Engineering and Management Systems
       - 作者/出版單位:CHIH-HUNG JEN and BERNARD C. JIANG
  • 【31】 應用模糊類神經網路於批次製程控制之研究
       - 研討會名稱/書名:中國工業工程學會92年度年會暨學術研討會
       - 作者/出版單位:江行全、吳銘益、任志宏、王建智
  • 【32】 多變量自適應控制應用於半導體R2R控制
       - 研討會名稱/書名:中國工業工程學會90年度年會
       - 作者/出版單位:江行全、范書愷、任志宏、王建智
  • 【33】 SISO Run-to-Run Controller using Triple EWMA Smoothing
       - 研討會名稱/書名:Proceedings of the 6th Annual International Conference on Industrial Engineering-Theory, Applications and Practice
       - 作者/出版單位:SHU-KAI S. FAN, BERNARD C. JIANG, and CHIH-HUNG JEN
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