張永佳

Enhancing the Efficiency of IC Design Development and Verification Processes through Business Process Reengineering and Organizational Change Theories -A Case Study of M Company

管理學院專班-工業工程與管理學程

流程再造、SIPOC 流程圖、烏龜圖、組織變革、品質治理、Business Process Reengineering (BPR)、SIPOC Diagram、Turtle Diagram、Organizational Change、Quality Governance

A Simulation Study on Shuttle Schedule Design and Dispatch Strategies for Inter-Facility Material Transportation in Wafer Sort Operations – A Case Study of Company C

管理學院專班-工業工程與管理學程・共同指導：陳勝一

晶圓測試廠、派車策略、Wafer Sort、Dispatch Strategies

Utilizing Machine Learning-Guided Dynamic Heuristic Algorithms for Multi-AGV Path Planning Optimization in Robot Compact Storage and Retrieval system

工業工程與管理學系

高密度自動倉儲系統、多自動導引車路徑規劃、卷積神經網路、混合啟發式演算法、翻箱作業、Robot Compact Storage and Retrieval System、Multi-Agent Path Finding、Convolutional Neural Network、A* Algorithm

Integrating Large Language Model Features and Time-Series Neural Networks for Retail Demand Forecasting: A Case Study of Convenience Store Products

工業工程與管理學系・共同指導：洪暉智

零售需求預測、大型語言模型、時間融合變換器、商品語意嵌入、無歷史資料新品、Retail Demand Forecasting、Large Language Models、Temporal Fusion Transformer、Product Semantic Embeddings、New Products without Historical Data

An Interactive Decision Support System For Master Production Scheduling Integrating Large Language Model and Optimization Solver

工業工程與管理學系

大型語言模型、最佳化求解器、主生產排程、產能限制批量問題、決策支援系統、Large Language Model、Optimization Solver、Master Production Scheduling、Capacitated Lot-Sizing Problem、Decision Support System

Automated Wafer Start Scheduling System for Optimizing Diffusion Tube Utilization

工業工程與管理學系

半導體製造、晶圓投片、爐管製程、混合整數線性規劃、批次排程、Semiconductor Manufacturing、Wafer Start、Diffusion Tube Process、Mixed Integer Linear Programming、Batch Scheduling

Developing a Cycle-time Prediction Model for Wafer-out Prediction in Semiconductor Manufacturing

管理學院專班-工業工程與管理學程・共同指導：陳勝一

晶圓製造、週期時間、預測模型、晶片產出預測、在製品、Wafer Fabrication、Cycle Time、Prediction model、Wafer-out Forecast、WIP

Application of the Taguchi Method and DDMRP to Improve Supply–Demand Inventory Management of Specialty Gas Cylinders_A Case Study of Company A

管理學院專班-工業工程與管理學程

需求驅動物料備料計畫'、田口法、特殊氣體鋼瓶、庫存管理、緩衝管理、Demand-Driven Material Requirements Planning、Taguchi Method、Specialty Gas Cylinders、Inventory Management、Buffer Management

Using Statistical Process Control to Construct a Control Model for Comprehensive Information Security

工業工程與管理學系・共同指導：唐麗英

網路入侵偵測、安全軟體、風險管理、統計製程管制、Network Intrusion System、Secure Software、Risk Management、Statistical Process Control

Minimizing Total Tardiness in Re-entrant Flow-Shop Scheduling Using Deep Reinforcement Learning

工業工程與管理學系・共同指導：洪暉智

迴流式流程型生產排程、總遲交時間最小化、Re-entrant Flow-Shop Scheduling、Minimizing Total Tardiness

Capacity Planning for Multi-site Semiconductor Fabrication While Considering Capacity Backup and Alternative production Route

工業工程與管理學系

混合整數規劃、產能規劃、產能支援、替代路徑、半導體製造、多廠區、Mathematical Programming、Capacity Planning、Capacity Backup、Alternative Route、Semiconductor Manufacturing、Multi-site

Integrated Storage Assignment Strategy for RMFS Combining Association-based Clustering and Genetic Algorithm

工業工程與管理學系

機器人智動揀貨系統、儲位指派問題、Apriori演算法、Louvain 演算法、階層式類聚、基因演算法、Robotic Mobile Fulfillment System、Storage Location Assignment Problem、Apriori algorithm、Louvain algorithm、Hierarchical Clustering、Genetic algorithm

Enhancing Investment Decision-Making for Touch Module Development Projects in the Consumer Electronics Sector Using Investment Decision Analysis: A Case Study of Company H

管理學院專班-工業工程與管理學程・共同指導：李榮貴

決策分析法、敏感度分析、淨現值(NPV)、CFO Chart、Portfolio Mix、Decision analysis、Sensitivity analysis、Net Present Value (NPV)

Improving Production Material Preparation with Machine Learning

工業工程與管理學系

備料順序預測、資料不平衡處理、過採樣、K–平均分群、梯度提升決策樹、SMT、material preparation prioritization、class imbalance handling、oversampling、K-means clustering、extreme gradient boosting

Application of Data Analysis to Improve the Quality of Flexible Copper Clad Laminate: A Case Study of Company D

管理學院專班-工業工程與管理學程

軟性銅箔、數據分析、厚度、製程穩定性、Flexible Copper Clad Laminate (FCCL)、Data analysis、Thickness、Process stability

Using Design of Experiments to Optimize Dispensing Parameters in Bluetooth Wireless Thermometer Manufacturing: A Case Study of Company A

管理學院專班-工業工程與管理學程

點膠製程、藍牙無線溫度計、實驗設計法、特性要因分析、參數優化、不良率改善、製程穩定、Dispensing Process、Bluetooth Wireless thermometer、Design of Experiments、Cause & Effect Analysis、Parameter optimization、Defect rate improvement、Process stability

Mid-Term Capacity Planning for Wafer Fabs Integrating Interactive Priority-Based Adjustment and Capacity Allocation

工業工程與管理學系

混合整數規劃、半導體製造、多廠區、替代製程路徑、產能規劃、互動式調整、Interactive adjustment、Multi-site、Alternative production routes、Capacity planning、Mixed-integer programming、Semiconductor manufacturing

Cooperative Path Planning and Obstacle Handling in Robotic Compact Storage and Retrieval Systems via Deep Reinforcement Learning with Curriculum Learning

工業工程與管理學系・共同指導：洪暉智

AutoStore、高密度自動倉儲系統、多機器人路徑規劃、翻箱作業、深度強化 學習、Robot Compact Storage and Retrieval Systems、Multi-Agent Path Finding、Bin Relocation、Deep Reinforcement Learning

Storage Strategy Analysis and Optimization in Robot Compact Storage and Retrieval System

工業工程與管理學系

高密度自動倉儲系統、儲存策略配置、產品流動性、啟發式演算法、Compact Storage and Retrieval Systems、Storage Strategies、Product Turnover Rate、Heuristic Algorithm

Design and Implementation of an Intelligent Q&A System for Mathematical Optimization Solvers Based on RoBERTa _A Study on the Gurobi Optimizer

工業工程與管理學系

數學模型求解器、智能問答系統、求解狀態監控、品質異常矯正執行計畫、語言模型、Mathematical Model Solver、Intelligent Q&A System、Solver State Monitoring、RoBERTa、Out of Control Action Plan (OCAP)

Applying Theory of Constraints to Improve Inventory Problems of Components in Startups: A Case Study of Company T

管理學院專班-工業工程與管理學程

限制理論、拉式補貨、緩衝管理、DDMRP、Theory of Constraints、Demand-pull、buffer management

Development of a Scheduling System for Bicycle Frame Manufacturing: A Case Study of Company T

工業工程與管理學系

數位轉型、單機排程、等效平行機台排程、派工法則、瓶頸製程、Digital Transformation、Single Machine Scheduling、Identical Parallel Machines、Dispatching Rule、Bottleneck Process

A practical study on the improvement of wafer surface defects: a case study of M company

管理學院專班-工業工程與管理學程

晶圓外觀缺陷、半導體、要因分析法、改善措施、晶圓品質、Wafer surface defects、Semiconductor、Cause-and-effect analysis、Corrective actions、Wafer quality

Master Planning for Semiconductor Fabrication Considering Order Stability

工業工程與管理學系・共同指導：洪暉智

晶圓代工、主生產排程、訂單穩定度、訂單提前生產、混合整數規劃、Semiconductor Fabrication、Master Planning、Order Stability、Order Pull-in、Mixed-Integer Programming

Enhancement of Overall Equipment Effectiveness (OEE) through the Detection of Pogo Pin Defects in the Wafer Probing Process

工業工程與管理學系

晶圓探針過程、半導體、品質異常矯正執行計劃（the out of control action plan、OCAP）、設備綜合效率（overall equipment effectiveness、OEE）、探針、Enhancement of Overall Equipment Effectiveness (OEE)、Wafer probing process、Semiconductor、Out of control action plan (OCAP)、the pogo pin

Hybrid Genetic Algorithm and Particle Swarm Optimization for Scheduling Problems in Healthcare Environment

工業工程與管理學系・共同指導：洪暉智

醫療排程問題、開放式工廠排程問題、基因演算法、粒子群演算法、系統模擬、Healthcare Scheduling Problem、Open-Shop Scheduling Problem、Genetic algorithm、Particle Swarm Optimization、System Simulation

Performance Evaluation on Demand-Driven Replenishment Strategies and Buffer Management for Managing Inventory of Semiconductor Products

工業工程與管理學系

需求驅動補貨策略、緩衝管理、EWMA、CUSUM、DDMRP、Demand-pull replenishment policy、Buffer Management

Utilizing Heuristic Algorithms for AGV Path Planning in Robotic Compact Storage and Retrieval Systems with Multiple Orders

工業工程與管理學系

高密度倉儲、啟發式演算法、自動倉儲、路徑規劃、系統模擬、Compact storage system、Heuristic Algorithm、Automated Storage and Retrieval Systems、Path Planning、System Simulation

Optimizing Warehouse Layout with FlexSim for Reduced Moving Distance- A Case of Study of Company A in Automotive Assembly

工業工程與管理學系

Storage Location Planning、FlexSim、System Simulation、ABC Classification、EIQ Analysis、儲位規劃、儲位指派問題、系統模擬、ABC分類法、EIQ分析法

Using Taguchi Method to Reduce Drop Rate of Mounting Machines for SMT Production Line - A Case Study of Company A

管理學院專班-工業工程與管理學程

表面貼裝技術、置件機、田口方法、拋料率、SMT、Mounting Machine、Taguchi Method、Drop Rate .

Application of Neural Networks to Improve the Part Preparation Performance for Production Line

管理學院專班-工業工程與管理學程

類神經網路、多層感知器MLP、SMT、Neural Networks、Multilayer Perceptron （MLP）、Surface Mount Technology （SMT）

Applying System Simulation to Optimizing Production Scheduling for Bicycle Frame Manufacturer

工業工程與管理學系

等效平行機台排程問題、多樣生產環境限制、基因演算法、系統模擬、數位轉型、Equivalent parallel machine scheduling problem、Diverse Production Environment Constraints、Genetic Algorithm、System Simulation、Flexsim、Digital Transformation

Hybrid Genetic Algorithm and Tabu Search Algorithm for the Storage Location Assignment Problem in Robotic Mobile Fulfillment System

工業工程與管理學系

機器人智動揀貨系統、儲位指派問題、Apriori演算法、DBSCAN演算法、基因演算法、禁忌搜尋演算法、Robotic Mobile Fulfillment System、Storage Location Assignment Problem、Apriori algorithm、DBSCAN Algorithm、Genetic algorithm、Tabu Search algorithm

Feasibility Analysis of Raising the Experimental Temperature to Shorten the Validation Duration in Reliability Testing.

管理學院專班-工業工程與管理學程

高溫工作壽命測試、加速測試、變異數分析、可靠度測試、產品壽命預估、HTOL、Accelerated test、ANOVA、Reliability test、Product lifetime prediction

Incorporating experiential learning in management education: an example of supply chain management course

工業工程與管理學系

體驗式學習、商業模擬遊戲、供應鏈管理課程、學習動機、學習成效、Experiential Learning、Business simulation game、Supply Chain Management course、Learning motivation、Learning performance

The Shuttle Bus Scheduling Problem for Inter-Facility Support in Semiconductor Plants

工業工程與管理學系

整數規劃、跨廠區、巡迴車排程、晶圓製造、integer programming、inter-fab、shuttle bus scheduling、wafer manufacturing

Multi-Site Master Production Scheduling with Multiple Bottleneck Resources – An Empirical Case Study on a Semiconductor Manufacturing Company

工業工程與管理學系

多瓶頸資源、多廠區、混合整數規劃、主生產排程、半導體製造、Multi-bottleneck resources、Multi-site、Mixed-integer Programming、Master production scheduling、semiconductor manufacturing

Combining NSAID Information with ECG Signals to Predict Cardiovascular Disease: A Deep Learning Approach

工業工程與管理系所

非類固醇抗發炎藥、心血管疾病、12導程心電圖、空間和通道注意力模塊、多尺度感受野、遷移學習、Non-Steroidal Anti-Inflammatory Drug (NSAID)、Cardiovascular Disease、12-Lead ECG、Spatial-and-Channel Attention Block、Multi-scale Receptive Field、Transfer Learning

Improvements of the Scheduling and Manpower Allocation for a Reliability Laboratory by Discrete event simulation

管理學院工業工程與管理學程

派工策略、基因演算法、離散事件模擬、Dispatching Strategies、Genetic Algorithms、Discrete event simulation

Simulation and Analysis of Material Selection Strategy for Implementing 3D Compact Storage Intelligent Warehousing System -A Case Study of Company M

管理學院工業工程與管理學程・共同指導：洪暉智

自動化倉儲系統、AutoStore、EIQ分析、模擬模型、Flexsim、AS/RS、EIQ、Simulation

Teaching Case design and demonstration of carbon reduction for industrial engineering students

管理學院工業工程與管理學程・共同指導：李榮貴

碳足跡、體驗式學習、持續改善、Carbon Footprint、Experiential Learning、Continuous Improvement

Applying Mathematical Programming for Master Production Scheduling in Multi-site Semiconductor Manufacturing – A Case Study of Company V

工業工程與管理系所

多目標、混合整數規劃、主生產排程、晶圓製造、多廠區、Multi-objective、Mathematical programming、Master production scheduling、Wafer manufacturing、Multi-site

Master Production Scheduling in Multi-site Semiconductor Manufacturing using Heuristic Approach

工業工程與管理系所

晶圓製造、主生產排程、基因演算法、啟發式演算法、生產規劃、Wafer Fabrication、Master Production Scheduling、Genetic Algorithms、Heuristic Algorithms、Production Planning

Application of Combined Reinforcement Learning and Variable Neighborhood Search of Genetic Algorithm in Solving Production Scheduling Problem of Unrelated Parallel Machines

工業工程與管理系所

基因演算法、Q-learning演算法、非相關平行機台排程問題、機台可行性限制、順序相依設置時間、增強式學習、變動鄰域搜尋法、Unrelated parallel machine scheduling problem、Machine eligibility restrictions、Sequence-dependent setup times、reinforcement learning、Q-learning、variable neighborhood search

Using Design of Experiments to Improve the Non - defective Rate of SMT Connectors - A Case Study of Company T

管理學院工業工程與管理學程

表面黏著技術、連接器、實驗設計、部分因子實驗、板彎、Surface Mount Technology、Connectors、Designs of Experiments、fractional factorial design、Circuit board bending

Path Planning of Reshuffled Blocks for Robot-based Compact Storage and Retrieval System

工業工程與管理系所

高密度自動倉儲系統、料箱重整作業、路徑規劃問題、整數規劃、啟發式演算法、Compact Storage and Retrieval System、Blocks Reshuffling、Path Planning、Mathematical Programming、Heuristic Algorithm

A Practical Algorithm for Solving Cutting-Stock Problem with Consecutive Periods of Time for Aluminum Doors and Windows Industry

工業工程與管理系所

物料裁切規劃問題、連續需求、可用端材、修剪損失、線性規劃、多目標、Cutting-stock problem、Consecutive periods of time、Usable leftover、Trim loss、Mixed-integer programming、Multi-objective

Application of Self-learning Genetic Algorithm in Solving Production Scheduling Problem of Unrelated Parallel Machines with Diverse Production Environment Constraints

工業工程與管理系所・共同指導：李榮貴

非相關平行機台生產排程問題、多樣生產環境限制、自學習基因演算法、強化學習、基因演算法、關鍵參數動態調整、Unrelated Parallel Machines Scheduling Problem、Diverse Production Environment Constraints、Self-learning Genetic Algorithm、Reinforcement Learning、Genetic Algorithm、Dynamic Adjustment of Parameters

Construction of Management System for Quality Audit Data using the Perspective of Knowledge Management - A Case Study of Company D

管理學院工業工程與管理學程・共同指導：洪暉智

知識管理、IDEF0、品質稽核系統、Knowledge management、Audit data system

Applying Simulation to Solve SSD SMT Mount Stage for Line Balance Problem – A Case Study of Company A

管理學院工業工程與管理學程・共同指導：洪暉智

生產線平衡、規劃求解、表面黏著技術、固態硬碟、模組、Line Balance、Solver、Surface Mount Technology(SMT)、Solid State Drive(SSD)、Module

Applying Demand Driven Material Requirements Planning to Improve IC Inventory – A Case Study of Company C

管理學院工業工程與管理學程・共同指導：洪暉智

存貨管理、需求驅動物料需求計畫、IC庫存、限制理論、Inventory management、DDMRP、IC inventory、Theory of Constraints

Study on the Improvement in the Massive Engineering Management in Hi-Tech Factories – A Case Study of Company X

管理學院工業工程與管理學程

困境、發展、脫困、Ford 8D、TOC 限制理論、六標準差、零缺失、predicament、development、out of trouble、Theory of Constraints (TOC)、Six Sigma、zero defects

Challenges of Talented Management for Taiwan SMEs and Establishment of the training quality system- A case study of S company

管理學院工業工程與管理學程

台灣訓練管理品質系統、服務金三角、微笑曲線、人才流失、時間管理矩陣、衝突管理、TTQS、Service Triangle、Smile Curve、Staff turnover、Time management matrix、Conflict management

Operational Plans That Are In Short Supply In The Post-Epidemic Era - The Display Department Of Company A As An Example

管理學院工業工程與管理學程

供應鏈管理、配銷管理、限制理論、供需失衡、危機處理、拉式補貨、Supply Chain Management、Distribution Management、TOC、Supply and demand imbalance、Crisis management、Demand Pull

Comparison of Various Clustering and Forecasting Methods for Estimating the Prices of Real Estate in Taipei

工業工程與管理系所・共同指導：唐麗英

房地產價格、預測模型、極限梯度提升演算法、隨機森林法、最大期望演算法、Real Estate Prices、Forecast Model、XGBoost、Random Forest、EM Algorithm

Improve micro roughness performance of silicon wafer by using 3^2 factorial design of experiment

管理學院工業工程與管理學程・共同指導：陳勝一

矽晶圓、化學機械研磨法、拋光墊、霧度、3^2實驗設計、Silicon wafer、Chemical-Mechanical Planarization、Polish pad、Haze、3^2 Design of Experiment

Study on Preventive Maintenance of Intelligent Monitoring Robot Arm-A Case Study of P Company

管理學院工業工程與管理學程

機械手臂、網頁遠端智能監控、PHP程式語言、robot arm、remote intelligent monitoring、PHP programming language

Significance Analysis of the Current Accuracy of Reliability Tests for Mini LED Driver IC

管理學院工業工程與管理學程・共同指導：唐麗英

Mini LED驅動晶片、封裝可靠度、顯著性分析、輸出電流、Mini LED driver IC、reliability test of IC packaging、significance analysis、output current

Using XGBoost Algorithm to Construct a Classification Model for PM2.5 Concentration Levels－ Case Study of Taichung and Changhua Cities

工業工程與管理系所・共同指導：唐麗英

PM2.5、空氣污染、不平衡資料、反應曲面法、SMOTE、單邊篩選法、極限梯度提升、分類模型、Air Pollution、Imbalanced Data、Response Surface Method、Synthetic Minority Oversampling Technique、One-sided Selection、XGBoost、Classification Model

Optimization of Short-term Wafer Start Plan for Semiconductor Fabrication Plants by Mathematical Programming – A Case Study of Company V

工業工程與管理系所

半導體、生產規劃、晶圓投片、線性規劃、權重法、多目標、Semiconductor、Production planning、Wafer start、Mixed-integer programming、Multi-objective

Integrating Integer Programming and Heuristics Algorithm to Solve the Storage Relocation Problem for a Unit-load Automated Storage and Retrieval System with Multiple Input/Output Stations

工業工程與管理系所・共同指導：唐麗英

整數規劃法、演算法、儲位重整問題、自動倉儲系統、多裝卸站、Mathematical Programming、Heuristic Algorithm、Relocation Problem、Automated Storage and Retrieval Systems、Multiple Input/ Output Stations

Application of Non-dominated Sorting Genetic Algorithm in Solving Bi-objective Production Scheduling Problem for Surface Mount Technology Process in Printed Circuit Board Assembly

工業工程與管理系所

多目標、非相關平行機台排程問題、非支配排序基因演算法、機台可行性限制、順序相依設置時間、優先次序限制、可開始加工時間限制、額外共用資源限制、Multi-objective、Unrelated parallel machine scheduling problem、Non-dominated sorting genetic algorithm II、Machine eligibility restrictions、Job release date、Precedence constraints、Sequence-dependent setup times、Resource constraints

Use Heuristic Approach to Generate Short-Term Wafer Start Plan for Semiconductor Fabrication Plant – A Case Study of Company V

工業工程與管理系所

晶圓製造、短期生產規劃、日投片計畫、啟發式演算法、基因演算法、Genetic Algorithm、Wafer Manufacturing、Production Planning、Short-Term Wafer-Start Plan、Heuristic Algorithm

Using Design of Experiments to Optimize the Process Parameters on Low Cement Castable Refractory Precast Block of Roasting Furnace

工業工程與管理系所

耐火材料、低水泥可鑄性耐火材料預鑄塊、實驗設計、最佳化參數、Refractory、Low Cement Castable Refractory Precast Block、Design of Experiment、Optimal Process Parameters

Application of Genetic Algorithm in Solving Production Scheduling Problem for Surface Mount Technology Process in Printed Circuit Board Assembly under Multiple Processing Constraints

工業工程與管理系所

基因演算法、非相關平行機台排程問題、機台可行性限制、可開始加工時間限制、順序限制、最大完工時間、Genetic algorithm、Unrelated parallel machine scheduling problem、Machine eligibility restrictions、Job release date、Precedence Constraints、Sequence-dependent setup times、Makespan

Optimization of Storage Location Assignment of Unit-load Automated Storage and Retrieval System with Multiple Input/ Output Stations using Improved Harmony Search Algorithm

工業工程與管理系所

自動化倉儲系統、多裝卸站、儲位指派、萬用啟發式演算法、和聲搜尋演算法、實驗設計、Automated Storage and Retrieval Systems、Multiple Input/ Output Stations、Storage Location Assignment、Heuristic Algorithm、Harmony Search、Design of Experiment

Construction of Discriminative Model for Imbalanced Medical Image Data Based on Transfer Learning and Generative Adversarial Networks

工業工程與管理系所

人工智慧、遷移學習、生成對抗網路、資料擴增、醫學影像、Artificial Intelligence、Transfer learning、Generative Adversarial Networks (GAN)、Data augmentation、Medical image

Construction of a Simulation Model with Customizable Storage Location Assignment for Unit Load AS/RS System with Multiple I/O Stations

工業工程與管理系所

自動化倉儲系統、多裝卸站、系統模擬、單元負載、FlexSim、Automated storage and retrieval system、Multiple load/unload stations、Simulation、Unit load

Two Phased Real-time Production Strategy for Fast Fashion Industry under Multiple Scenarios

工業工程與管理系所

快時尚產業、兩階段式生產、生產策略、敏感度分析、Fast Fashion、Two Phased Production、Production Strategy、Sensitivity Analysis

Using Design of Experiment to Find an Optimizing the Design of Arc Extinction of Miniature Circuit Breaker -A Case Study Of S Company

管理學院工業工程與管理學程

微型斷路器、滅弧、實驗設計、變異數分析、Miniature circuit breaker、Arc extinction、DOE、Analysis of variance

Application of Design of Experiments to Improving Copper Film Uniformity for Panel-Level Electroplating Process - A Case Study of X Company

管理學院工業工程與管理學程

電鍍銅、均勻度、面板級封裝、反應曲面法、中心合成設計、electroplating、uniformity、panel level package、Response Surface、Response Surface Methodology(RSM)、Central Composite Design(CCD)

Implementation of AIAG-VDA FMEA to Improve Manufacturing Process - Case Study of a Network Communication Company

管理學院工業工程與管理學程

失效模式與效應分析、風險優先數、風險評估、Failure Mode and Effects Analysis(FMEA)、Risk Priority Number(RPN)、Risk Assessment

Applying Kano Model & IPA to Investigate Project Manager’s Job Satisfaction - An Example of P Company

管理學院工業工程與管理學程

授野模式、工作滿意度、二維品質分析、重要度分析、Kano Model、Job satisfaction、IPA

Using Design of Experiment to Improve the Solder Paste Quality of Appearance in SMT Process- Case Study of A Company

管理學院工業工程與管理學程

實驗設計、變異數分析、錫膏印刷、表面黏著技術、DoE、ANOVA、Solder Paste Printing、SMT

Simulation Model of an Automated Storage and Retrieval System with Multiple Load/Unload Stations based on Flexsim─A Case Study of G-Company

工業工程與管理系所

自動化倉儲系統、模擬模型、Flexsim、AS/RS、Automatic Storage and Retrieval System、Simulation

Optimizing Storage Location Assignment of Automated Storage and Retrieval System with Multiple Load/Unload Stations Using Harmony Search Algorithm

工業工程與管理系所

自動化倉儲系統、多裝卸站、儲位指派、萬用啟發式演算法、和聲搜尋演算法、Automated storage and retrieval system、Multiple load/unload stations、Storage location assignment、Metaheuristic algorithm、Harmony search algorithm

A Prototype Design Based on User Experience for Nursing Handover System in Intensive Care Unit

工業工程與管理系所

護理人員交班系統、使用者經驗、人物誌、Nursing Handover System、Intensive Care Unit、User experience、Persona

Construction of Classification Model for Chest X-ray Image Based on Convolutional Neural Network-A Case of Pneumonia X-ray Image

工業工程與管理系所

胸腔X光影像、深度學習、卷積神經網路、資料擴增、影像強化、Chest Radiographs、Deep learning、Convolutional Neural Network(CNN)、data augmentation、image enhancement

Constructing a Risk Assessment Model for Small and Medium Enterprises by Ensemble Learning with Macroeconomic Indices

工業工程與管理系所

風險評估模型、總體經濟指標、皮爾森相關分析、主成分分析、整體學習、邏輯斯迴歸、支持向量機、梯度提升決策樹、Risk assessment model、Macroeconomic indices、Pearson correlation analysis、Principal component analysis、Ensemble learning、Logistic regression、Support vector machine、Gradient boosting decision tree

Construction of Multi-Category Classification Model for Identifying Defective Pixels on TFT-LCD Panels Using Deep Learning Approach

工業工程與管理系所

自動光學檢測、深度學習、多類別分類、TFT-LCD面板、瑕疵檢測、Automated Optical Inspection(AOI)、Multi-Class Classification、TFT-LCD Panels、Defect Detection、Deep Learning

Using Designing of Experiments to Determine the Optimal Sawing Parameter Setting for Assembly Die Sawing -A Case Study of X Company

管理學院工業工程與管理學程

切割道製程、實驗設計、中心合成設計、Scribe line、Design of experiments、Central Composite Design

Application of Taguchi Method to Improve Orbital Gas Tungsten Arc Welding on Ultra High Purity Tube -A Case Study of M Company

管理學院工業工程與管理學程・共同指導：陳勝一

超潔淨不銹鋼管路、鎢極電弧銲銲接、田口實驗設計方法、Ultra high purity SST tube、GTAW、Taguchi method

Use the Mixture Experiment Design to Find the Best Formula of UV Tape to Improve the Defect Rate in the Process of Picking up the Chip for Die Bonding.

管理學院工業工程與管理學程・共同指導：洪暉智

紫外線可硬化膠帶、混合物實驗設計、黏性測試、UV Tape、Mixture Experiment Design、Adhesive Test

The Power Loading Forecasting and Optimizing the Contract Capacity: A Case Study of An University

管理學院工業工程與管理學程・共同指導：陳勝一

契約容量、ARIMA模型、電力負載預測、數學規劃、Contract capacity、ARIMA model、power loading forecasting、mathematical programming

Using Design of Experiments to Improve Wire Bonding Assembly Quality

管理學院工業工程與管理學程

打線製程、部分因子設計、反應曲面法、中央混成設計、Wire bonding process、Fractional Factorial Design、Respond Surface Method、Central Composite Design

Improving the Performance of Inventory Management by TOC Dynamic Buffer Management– A Case Study on an Assembly House in Taiwan

管理學院工業工程與管理學程・共同指導：陳勝一

存貨管理、限制理論、動態緩衝管理、Inventory management、theory of constraint、dynamic buffer management

Constructed a Prediction Model on Total Number of Default Coans of Small and Medium Enterprises.

工業工程與管理系所

金融機構貸款案件、存活分析、邏輯斯迴歸、SME loan cases of financial institutions、Survival Analysis、Logistic Regression

A TFT-LCD Defect Classification Model Based on Convolutional Neural Network

工業工程與管理系所

自動光學檢測、深度學習、卷積神經網路、壞點、資料擴增、Automatic Optical Inspection (AOI)、deep learning、Convolutional Neural Network (CNN)、dead dots、data argumentation

Construction of Multi-Class Classification Model on Defective Pixels on TFT-LCD Panels Based on Automatic Optical Inspection

工業工程與管理系所

自動光學檢測、決策樹、多類別分類、TFT-LCD面板、瑕疵檢測、AOI、Decision Tree、Multi-Class Classification、TFT-LCD Panels、Defect Detection

Improvement of Training/Qualification system for Aircraft Engine Component Repair Station - A Case on Company A

管理學院工業工程與管理學程・共同指導：洪瑞雲

發動機維修、訓練檢定、職能盤點、Engine Repair、Training and Qualification、Competency

Integrating soft set and fuzzy linguistic model to evaluate maintenance and operating decisions of training simulation systems

工業工程與管理系所・共同指導：張桂琥

軟集合、語意模糊、訓練模擬系統、2元語意模糊模式、層級分析法、績效評估、重要績效度分析、Soft set、Linguistic fuzzy、Training simulation system、2-tuple fuzzy linguistic representation model、Analytic hierarchy process、Performance evaluation、Important-performance analysis

Constructing a Credit Risk Assessment Model for Financial Institution by eXtreme Gradient Boosting Decision Tree

工業工程與管理系所

信用風險評估模型、極端梯度提升決策樹、邏輯斯迴歸、自組性演算法、支持向量機、ROC曲線、Credit Risk Assessment Model、eXtreme Gradient Boosting Decision Tree (XGBoost)、logistic regression、GMDH、SVM、ROC curve

Application of Taguchi Method to Improve the Yield of digital TV IC carrier - A Case Study of B Company

管理學院工業工程與管理學程・共同指導：洪暉智

田口實驗法、IC載板製程、電測不良率、故障樹分析、Flip chip載板、Taguchi experimental method、IC carrier process、Electrical defect rate、Fault tree analysis、Flip chip carrier

A Study of Wafer Start Strategy in A Two-Stage Flow Shop under Queue-time Constraints-An Example from Semiconductor Etching Process

管理學院工業工程與管理學程・共同指導：洪暉智

等候時間限制、蝕刻、存貨、模擬、投料、Queue-time constrain、Etch、Inventory、Simulate、Release rule

Using DOE to Improve the Yield Rate of Intraocular Lens Process

管理學院工業工程與管理學程

白內障、人工水晶體(IOL)、實驗設計(DOE)、Cataract、Intraocular Lens (IOL)、design of experiment (DOE)

Using the Back-propagation Neural Networks to Investigate WIP Levels and Control -A Case Study of GaAs Fab

管理學院工業工程與管理學程・共同指導：洪暉智

在製品水準、限制理論、倒傳遞類神經網路、WIP Level、Theory of Constraints、Back-propagation Neural Networks

Development of Fuzzy Credit Risk Assessment Decision Support Systems Based on Python Web Framework

工業工程與管理系所・共同指導：張桂琥

信用風險評估、決策支援系統、二元模糊語意、減少多數抽樣法、增加少數抽樣法、邏輯斯迴歸、Django、RESTful、Python

Establish a Maintenance Database by CBR to Improve the Maintenance Ability of Engineers – A Case Study of K Company

管理學院工業工程與管理學程

設備總綜合效率、案例式推理法、平均修復時間、OEE、CBR、MTTR

Application of TOC Theory to Improvement of Quartz Class Inventory in Semiconductor Diffusion Furnace - A Case Study on Company M

管理學院工業工程與管理學程

限制理論、拉式、推式、爐管、石英材、TOC、pull、push、furnace tube、quartz

Process improvement of the Engineering Change system

管理學院工業工程與管理學程

工程變更、Engineering change

Using Design of Experiments to Reduce Wafer Defects of the Poly Gate Process

管理學院工業工程與管理學程

實驗設計法、閘極缺陷、乾蝕刻、experimental design、defect at poly gate、dry etch、particle

A Case Study of Supply Chain Collaboration - An example on wafer supply chain of Foundry A company

管理學院工業工程與管理學程

供應鏈協同、長鞭效應、矽晶圓、supply chain coordination、bullwhip effect、silicon wafer

Building a Predicting Classification Model for Stroke Onset with 3D Vascular Imaging, Simulations of Blood Flow Data and Medical History Data

工業工程與管理系所

中風、破裂動脈瘤、立體血管成像、曲率特徵、立體光刻、合成少數類別技術、決策樹、支持向量機、Stroke、Ruptured aneurysm、3D vascular imaging、Curvature feature、STL、SMOTE、Decision Tree、Support Vector Machine (SVM)

Applying Kano’s Model on the New Product Design - A Case Study of the Wearable EEG Device from Company C

管理學院工業工程與管理學程

Kano二維品質模式、穿戴式腦波裝置、品質屬性、品質改善滿意度指標、新產品設計、市場需求、wireless EEG system、Kano’s model、Brain-Computer Interface、customer satisfaction、voice of customer、service quality

Construction of Credit Risk Assessment Model for Car Leasing by SMOTE and Two-Stage Logistic Regression Techniques

工業工程與管理系所

信用風險評估模型、邏輯斯迴歸、增生少數合成技術、類別不對稱、credit risk assessment model、logistic regression、synthetic minority over-sampling technique、category asymmetry

Schedule-Risk Management for a Medical Device Software Development Project - A Case Study of A Company

管理學院工業工程與管理學程

醫療器材、軟體開發程序、風險管理、Medical Device、Software Development Process、Risk Management

Constructing a Defect Classification Model by Rough Set Theory for Automatic Optical Inspection on TFT-LCD Panels

工業工程與管理系所

自動光學檢測、約略集合理論、壞點瑕疵、影像前處理、瑕疵分類模型、Automatic Optical Inspection (AOI)、Rough Set Theory (RST)、defective pixel、Image Preprocessing、Defect Classification Model

Optimization of Parameters Adjustment on Etch Processes for Semiconductor Manufacturing- A Case Study of P Company

管理學院工業工程與管理學程

臨界尺寸、統計製程控制、Memory cell、反應曲面法、Critical Dimension、Statistical Process Control、Response surface analysis

Constructing a TFT-LCD Panel Classification Model for Automatic Optical Inspection using eXtreme Gradient Boosting Decision Tree

工業工程與管理系所

自動光學檢測、極端梯度提升決策樹、局部二值模式、TFT-LCD面板、瑕疵檢測、Automatic Optical Inspection、eXtreme Gradient Boosting Decision Tree、Local Binary Pattern、Defect Detection

Improving Parts Inventory Management by TOC Demand-Pull and Buffer Management–A Case Study of W Watch Company

管理學院工業工程與管理學程・共同指導：洪暉智

鐘錶、限制理論、需求拉動補貨與動態緩衝管理、watches、theory of constraints、demand-driven replenishment and Dynamic Buffer Management

The Improvement of C-flow Schedule Development - A case study of ODM-A

管理學院工業工程與管理學程・共同指導：洪暉智

專案管理、新產品開發流程、專案績效指標、Project management、New product introduction process、Key performance index

Examine the effect of the Image Preprocessing on Defect Detection of TFT-LCD Panels by Automatic Optical Inspection

工業工程與管理系所

自動光學檢測、實驗設計、影像前處理、壞點瑕疵、濾鏡套用、影像尺寸、角度旋轉、Automatic Optical Inspection (AOI)、Experimental of Design (DOE)、Image Preprocessing、defect pixel、Filter、Image Size、Image Rotation

Constructing a TFT-LCD Panel Classification Model for Automatic Optical Inspection Using Boosted Decision Trees

工業工程與管理系所

自動光學檢測、提升決策樹、灰階共生矩陣、薄膜電晶體液晶顯示器、瑕疵檢測、Automatic Optical Inspection、Boosted Decision Tree、Gray Level Co-occurrence Matrix、Liquid Crystal Display、Defect Detection

Applying GA and SVM on Features Selection to Constructing LCD Panels Classification Model based on Automatic Optical Inspection

工業工程與管理系所

自動化光學檢測、機器學習、影像處理、特徵值篩選、基因演算法、Automatic Optical Inspection (AOI)、Machine Learning、Image Processing、Feature Selection、Genetic Algorithm (GA)

Using Historical Product Database to Forecast Demand Combined with DDMRP Buffer Management on Wafer Factory Inventory Management

工業工程與管理系所

需求拉動補貨策略、緩衝管理、歷史產品銷售資訊、需求預測、Demand-driven replenishment policy、Buffer management、Product sales history information、Demand forecast

A Systematic Design Method of IT Service for Campuses

工業工程與管理系所

三維資訊服務設計、自攜設備服務管理、軟體定義網路、網路安全、Three-DimensionalIT Service Design、BYOD Service Management、Software-Defined Networking、Network Security

Using Design of Experiment to Improve The Inter Metal Dielectric Film Problem-Case Study of X Foundry Company

管理學院工業工程與管理學程

晶圓良率、實驗設計、變異數分析、Circuit Probe、Design of experiment、Analysis of Variance

Apply Support Vector Machine in TFT-LCD Panel Classification - A Case Study on G Company

工業工程與管理系所・共同指導：張桂琥

自動光學檢測、支持向量機、影像處理、瑕疵分類、薄膜電晶體液晶顯示器、資料探勘、Automatic Optical Inspection(AOI)、Support Vector Machine (SVM)、Liquid Crystal Display (LCD)、Data Mining

Integrating Historical Demand and Market Forecasts in DDMRP Buffer Management to Improve Inventory Management in Wafer Foundry

工業工程與管理系所

限制理論、需求拉動補貨策略、緩衝管理、DDMRP、Theory of constraints、Demand-pull replenishment policy、Buffer management、Demand driven material requirement planning

Applying Design of Experiment to Reducing the Return Rate of Wavelength Measurement Equipment for LED Dies-Case Study of A Company

管理學院工業工程與管理學程

LED、實驗設計、Tester、Wavelength、Repeatability、Design of Experiment

Using AHP Method to Select Quality System Verification Company – A Case Study of Company X

管理學院工業工程與管理學程

層級分析法、品質系統驗證公司、供應商評選、AHP、Quality System Certification Company、Selection of supplier

Establishing a TFT-LCD CELL Factory Abnormal Quality Control System- A Case on Company A

管理學院工業工程與管理學程

異常品質管理、專案系統、系統化流程、Abnormal Quality Management、Project System、Systematic process

Using Design of Experiment to Reduce Bubble Defect Rate of Touch Panel and LCD Direct Bonding -Case Study of C Company

管理學院工業工程與管理學程

全平面貼合、實驗設計法、液態透明膠、氣泡、Direct Bonding、Design Of Experiment、Optical Clear Resin、Bubble

Design of Head-up Display Interface for Electric Bus

工業工程與管理系所

抬頭顯示器、介面設計、使用者滿意度問卷、電動巴士、Head-up Display、Interface Designs、Questionnaire For User Interaction、Electric Bus

Applying the 3D IT Service Design Method in Improving the Dormitories Internet Service on Campus

工業工程與管理系所

三維資訊服務設計、服務設計、校園網路管理、學生宿舍網路、3D IT Service Design Method、Service Design、Campus Network Management、Student Dormitory Network

Improving IC substrate solder resistance opening shape using Taguchi’s method-A case study of C company

管理學院工業工程與管理學程

綠漆、滲錫、田口實驗、綠漆塗佈、綠漆曝光、綠漆顯影、solder resist、Taguchi's method、solder resist roller coating、solder resist exposure、solder resist development、solder resist curing after development process

Applying Design of Experiments on Selecting Image Processing Techniques of Automatic Optical Inspection for TFT-LCD Defect Inspection

工業工程與管理系所

薄膜電晶體液晶顯示器、自動化光學檢測、Canny邊緣偵測、影像處理、實驗設計、Thin film transistor liquid crystal display (TFT-LCD)、Automatic Optical Inspection (AOI)、Image processing、Canny edge detection、Design of Experiments (DOE)

Improving Quality Audit Management System -A Case Study of A Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

供應商品質管理、品質稽核管理系統、Supplier quality management、Quality audit management system

A Genetic Algorithm for Integrated Production and Distribution Scheduling with Earliness/Tardiness Penalty with Soft Time Windows

工業工程與管理系所

因演算法、軟時窗、生產排程、配送排程、Integrated Production and Distribution Scheduling、Genetic Algorithm、Make-to-order model、Vehicle Routing Problem、Production Scheduling、Soft Time Windows

Improving the Efficiency of TOC Demand Pull and Buffer Management by Incorporating Demand Information using CUSUM in Semiconductor Manufacturing

工業工程與管理系所

限制理論、需求拉動補貨、緩衝管理、CUSUM、滾動式預測、Theory of constraints、Demand-pull replenishment policy、Buffer Management、Rolling forecast

Using data from Intrusion Detection System to establish information security strategy on university campus

工業工程與管理系所・共同指導：張桂琥

資訊安全、入侵偵測系統、大學校園環境、資訊安全防護對策、Information Security、Intrusion Detection Systems、University Campus、Information Protection Strategy

Use Genetic Algorithm to Solving Line Balancing Problem for Dual In-line Package Assembly

工業工程與管理系所

印刷電路板、生產線平衡、人工組裝、組裝限制、基因演算法、Printed Circuit Board、Assembly Line Balancing Problem、Type II Problem、Genetic Algorithm

Applying the Integration of Refined Kano’s Model with PZB SERVQUAL to Improve Service Quality of IT Service Desk on University Campus

工業工程與管理系所

服務品質、顧客滿意度、PZB SERVQUAL、Refined Kano’s Model、資訊技術服務中心、顧客之聲、service quality、customer satisfaction、Kano’s model、university IT center、voice of customer.

Establishing IT Service Management Strategies for University Campus by Using Service Tracking System

工業工程與管理系所

校園資訊服務、服務追蹤系統、事件管理、工作負荷圖、Campus IT service、Service Tracking System、Incident Management、Workload Chart

Improving LED Inventory Efficiency Through TOC Demand-Pull and Buffer Management–A Case Study of L Company

管理學院工業工程與管理學程

限制理論、需求拉動補貨模式、緩衝管理、長鞭效應、供應鏈、TOC、Demand-Pull、Buffer Management、Bullwhip Effect、Supply Chain

Applying Discrete Particle Swarm Optimization to Scheduling Deliveries and Services of Large-Sized Televisions

工業工程與管理系所

車輛途程問題、時間窗、多車種、團隊越野競賽問題、離散型粒子群演算法、Vehicle Routing Problem (VRP)、time window constraint、Heterogeneous fleet Vehicle Routing Problem (HFVRP)、Team Orienteering Problem (TOP)、Discrete Particle Swarm Optimization (DPSO)

Integrating the Results of Customer Satisfaction and Customer Feedback- A Case Study of XYZ Company

管理學院工業工程與管理學程

客戶滿意度、客戶回饋、Customer Satisfaction、Customer Feedback

Optimizing Process Parameters for Lamination Process of Solar Module-A Case Study of W Company

管理學院工業工程與管理學程

實驗設計、EVA(乙烯-醋酸乙烯共聚物)、層壓製程、太陽能模組、DOE、EVA(ethylene - vinyl acetate copolymer)、Lamination process、Solar module

Improving the Inventory Accuracy for a Fabless IC Design House- A Case Study of Company A

管理學院工業工程與管理學程

無晶圓廠IC設計公司、週期盤點、存貨、Fabless IC Design House、Cycle Count、Inventory

Using Fuzzy Synthetic Evaluation Approach to Improve Vendor Evaluation-A Case Study on an Engineering Company

管理學院工業工程與管理學程

供應商評鑑、模糊綜合評判法、supplier evaluation、Fuzzy Synthetic Evaluation

Application of Hybrid Memory Replenishment Strategy in Memory Allocation of Cloud Storage

工業工程與管理系所・共同指導：張桂琥

雲端儲存、記憶體儲存空間、市場資訊、滾動式預測、限制理論、緩衝管理、加權移動平均、指數平滑法、市場資訊混合式記憶體補貨策略、cloud storage、memory space、market information (MI)、rolling-forecast、theory of constraints (TOC)、demand pull and buffer management (DPBM)、weighted moving average (WMA)、exponential smoothing (ES)、MI hybrid memory replenishment strategy

Strategy Analysis of Taiwanese Niche Memory IC design Companies – A Case Study on Company Z

管理學院工業工程與管理學程

利基型記憶體、IC設計、SWOT分析、五力分析、niche DRAM、IC design、SWOT、Five force analysis

Enhancement of 5S Management in Semiconductor Manufacturing

工業工程與管理系所

晶圓廠、5S管理、5S稽核、Kano 二維品質模式、失效模式與效應分析、風險優先數、Semiconductor fabrication、5S practice、5S audit、Kano model、Failure modes and effects analysis、Risk priority number

A Modification of Simplified Drum Buffer Rope for Reentrant Flow Shop Scheduling

工業工程與管理系所

限制驅導式方法、簡化型限制驅導式方法、迴流流程工廠、排程、隨機環境、Drum-buffer-rope、simplified drum-buffer-rope、reentrant flow shop、scheduling、random environments

The Membership Renew Rate of Taiwan Information Intelligence Industry─A Case Study of I Research Institution

管理學院工業工程與管理學程

台灣產業資訊服務、市場情報會員服務、會員續約率、Taiwan Industrial Information Service、Information Intelligence Industry、Membership Renew Rate

Constructing a Dual In-line Package Scheduling System for Printed Circuit Board by Genetic Algorithm

工業工程與管理系所

印刷電路板組裝、元件指派、生產線平衡、基因演算法、printed circuit board assembly、component assignment、assembly line balance、genetic algorithm

Integrate Historical Demand and Market Demand Forecasts by EWMA to Improve Inventory Performance in Semiconductor Manufacturing

工業工程與管理系所

限制理論、需求拉動補貨策略、滾動式預測、緩衝管理、指數加權移動平均、Theory of constraints、Demand-pull replenishment policy、Rolling forecast、Buffer management、Exponentially weighted moving average

An application of AHP to Construct the Supplier Performance Evaluation Model- Case study of Company I

管理學院工業工程與管理學程

供應商管理、IC 設計產業、供應商評比、層級分析法、Supply Chain Management、IC design Industry、Supplier Chain Ranking、Analytic Hierarchy Process

Constructing an Integrated Credit Risk Assessment Model

工業工程與管理系所

信用風險評估模型、自組性演算法、K-最鄰近法、邏輯斯迴歸、credit risk assessment model、Group Method of Data Handing、k-Nearest Neighbor algorithm、logistic regression

Applying Genetic Algorithm for Operation Planning of Capacitor in Printed Circuit Board Assembly

工業工程與管理系所

印刷電路板組裝、元件指派、供料器指派、並聯式三軸機器人、基因演算法、printed circuit board assembly、component assignment、feeder assignment、Delta Robot、genetic algorithm

Applying FMEA to Shorten New Product Development Schedule --- A Case Study on Design House E

管理學院工業工程與管理學程

失效模式與效應分析、IC設計公司、Failure Mode and Effects Analysis、IC Design house

Developing Supplier Selection Mode by using Analytic Hierarchy Process- Hsinchu Network Communications Company Case

管理學院工業工程與管理學程

供應鏈管理、網通業、供應商評選、層級分析法、Supply Chain Management、Network Communications Industry、Supplier Selection Mode、Analytic Hierarchy Process

Applying Variable Neighborhood Search to Solve Two-stage Integrated Production and Distribution Scheduling Problem

工業工程與管理系所・共同指導：李榮貴

整合生產與配送、非等效平行機台、車輛途程問題、變動鄰域搜尋法、integrated scheduling、unrelated parallel machine、vehicle routing problem、variable neighborhood search

Using Design of Experiment to Improve Wafer Testing Overkill Problem-Case Study of A Wafer Testing Company

管理學院工業工程與管理學程

晶圓測試誤宰、實驗設計、變異數分析、Wafer testing overkill、Design of Experiment、Analysis of Variance

Improving the Effectiveness of Inventory Management for a Copper Clad Laminate Foundry by Using Demand-Pull Replenishment Policy- A Case Study on Company P

管理學院工業工程與管理學程

供應鏈管理、限制理論、拉式生產、動態緩衝管理、Supply Chain Management、Theory of Constraints、Demand-Pull、Buffer Management

Non-productive Wafer Cost Down by Reclaim House Cost Analysis

管理學院工業工程與管理學程

成本管理、擋控片、晶圓再生、交期、NPW、Cost management、Lead Time、SCM

Mask Design Parameters Optimization for Schottky Diode

管理學院工業工程與管理學程

實驗設計、蕭特基二極體、變異數分析、顯著因子、DOE、Schottky Diode、ANOVA、prominent factors

Constructing a Credit Risk Assessment Model using Synthetic Minority Over-sampling Technique

工業工程與管理系所

風險評估、類別不對稱、增生少數合成技術、risk assessment、class imbalance、Synthetic Minority Over-sampling Technique

Integrate Historical Demand of EWMA and TOC Replenishment Policy to Improve Inventory Performance in Semiconductor Manufacturing

工業工程與管理系所・共同指導：李榮貴

供應鏈補貨管理、積體電路(IC)、限制理論、需求拉動補貨、緩衝管理、指數加權移動平均、replenishment policy、Integrated Circuit (IC)、Theory of constraints、Demand-pull、Buffer management、EWMA

Optimizing Process Parameters for Clean Process Before Gate-OX – A Case Study on Company T

管理學院工業工程與管理學程

實驗設計、積體電路、清洗製程、DOE、Semiconductor、Clean

Applying TOC Demand-Pull Replenishment in Improving the Inventory Management for an IC Design House - A Case Study on Company H

管理學院工業工程與管理學程

限制理論、推拉式生產、動態緩衝管理、Theory of Constraints、Demand-pull、Dynamic Buffer Management

Construction of supply chain network simulation game

工業工程與管理系所・共同指導：王志軒

教學輔助工具、供應鏈網路、悅趣化數位學習、Teaching aid、Supply chain network、Game/Toy-based e-learning

Improving the Risk Priority Number of Traditional FMEA by Grey Relational Analysis and DEMATEL

工業工程與管理系所・共同指導：張桂琥

失效模式與效應分析、風險優先數、灰關聯分析、決策實驗室分析法、failure modes and effects analysis (FMEA)、risk priority number (RPN)、grey relational analysis (GRA)、decision making trail and evaluation laboratory (DEMATEL)

Application of RFID on Setting up TFT-LCD Photo Area Mask Management System --- A Case Study on Company Y

管理學院工業工程與管理學程

無線射頻技術、光罩、RFID、MASK

Production Scheduling for Wire Bach-Size when Maximizing Profit and Minimizing Loss Ratio with Delivery Constraint

管理學院工業工程與管理學程

生產排程作業、電極線材批量生產規劃模型、基因演算法、production scheduling、genetic algorithm

TOC Demand-Pull Theory Adoption for Memory IC Inventory Management-A Case Study on P Company

管理學院工業工程與管理學程

限制理論、需求拉動、緩衝管理、庫存、Theory of constraint、Demand-pull、Buffer management、Inventory

Develop a Decision Tree Based Short-term Default Credit Risk Model

工業工程與管理系所

信用風險評估模型、決策樹、違約時點、credit risk model、decision tree、default time

Using TOC Demand Pull to Improve the Inventory Management of Dummy & Control Wafers - A Case Study on Foundry M

管理學院工業工程與管理學程

限制理論、庫存水準、緩衝管理、需求拉動補貨、Theory of Constraint、Inventory Level、Buffer Management、Demand-Pull Replenishment

Improving MES and SPC Integration System of FPD FAB Using Web Services

管理學院工業工程與管理學程

製造執行系統、系統整合、企業流程再造工程、網頁服務、MES、System Integration、Reengineering Work、Web Services

Novel approaches for reprioritization of failures in FMEA

工業工程與管理系所・共同指導：梁高榮

風險評估、失效模式與效應分析、風險優先數、順序加權平均、語意順序加權幾何平均、Risk Assessment、Failure mode and effects analysis、Risk priority number、Ordered Weighted Averaging、Linguistic ordered weighted geometric averaging

Application of Quality Function Deployment and TRIZ Method on Green Packaging Design of Notebook－A Case Study of A Company

工業工程與管理系所

綠色包裝設計、品質機能展開、TRIZ方法、Green Packaging Design、QFD、TRIZ

The Development of Data Exchange System for an Integrated Supply Chain – A Case Study on LED Company L

管理學院工業工程與管理學程

供應鏈整合、RosettaNet、Web Service、Supply Chain Conformity

The Impact of Fundamental, Institutional Investors and Credit Trading, Macroeconomics on Stock Returns of Taiwanese Semiconductor Industry

工業工程與管理系所・共同指導：李榮貴

股票報酬、基本面、籌碼面、總體經濟、半導體產業、逐步迴歸分析、stock returns、fundamental、institutional investors and credit trading、macroeconomics、semiconductor industry、stepwise regression analysis