政府計畫（GRB），建議「依年度遞減排序」，以查看最新的研究方向。
| 畢業學年度 | 論文標題 | 連結 | 學位 | 畢業時長(years) |
|---|---|---|---|---|
| 關鍵字 | ||||
| 113 | 運用基因演... 運用基因演算法解決設備製造工廠的零工式生產排程問題 (JSSP) (Using genetic algorithm to solve the job shop scheduling problem (JSSP) in equipment manufacturing factories) | NTHU | 碩 | 暫無口試日期 |
零工式生產排程(Job Shop Scheduling)、基因演算法(Genetic Algorithm)、設備製造(Equipment manufacturing)、批量生產(Batch Process) 零工式生產... | ||||
| 113 | 製造業因應... 製造業因應永續發展決策分析-以工具機整機廠為例 (Decision Analysis for Sustainable Development in the Manufacturing Industry : A Case Study of CNC Machine Tools Manufacturers) | NTHU | 碩 | 暫無口試日期 |
永續報告書(Sustainability reports)、工具機(machine tools)、重大主題(material topics)、層級分析法(Analytic Hierarchy Process (AHP)) 永續報告書... | ||||
| 113 | 以模糊方法... 以模糊方法和NSGA-II解決新產品開發型專案組合之多目標選擇和資源配置問題 (Applying fuzzy method and NSGA-II to solve multi-objective project portfolio selection and resource allocation in new product development) | NTHU | 碩 | 暫無口試日期 |
新產品開發(New product development (NPD))、專案組合(project portfolio)、資源配置(resource allocation)、多目標(multi-objective)、層級架構分析法(AHP)、模糊方法(fuzzy method)、非支配排序基因演算法(NSGA-II) 新產品開發... | ||||
| 112 | 超額預約解... 超額預約解決病患不準時與未出現之預約排程問題 (Appointment Scheduling with Overbooking Considering Patient Unpunctuality and No-Shows) | NTHU NDLTD | 碩 | 1.98 |
預約排程(Appointment Scheduling)、遲到(Unpunctuality)、未出現(No-Show)、超額預約(Overbooking)、近似動態規劃(Approximate Dynamic Programming) 預約排程(... | ||||
| 112 | 將基於SS... 將基於SSO的堆疊泛化結合資料重採樣與成本敏感學習並應用於砂輪規格推薦問題 (SSO-based Stacked Generalization Using a Hybrid Method Combining Resampling and Cost-sensitive Learning Applied to Grinding Wheel Specification Recommendation) | NTHU NDLTD | 碩 | 1.98 |
砂輪產業(Grinding Wheel Industry)、多類別不平衡資料(Multi-class Imbalanced Data)、堆疊泛化(Stacked Generalization)、簡化群體優化(Simplified Swarm Optimization) 砂輪產業(... | ||||
| 112 | 整合作業排... 整合作業排程與 AGV 派車之同步排程演算法 (A Simultaneous Scheduling Algorithm for Operation Scheduling and AGV Dispatching) | NTHU NDLTD | 碩 | 1.98 |
靈活工廠作業排程問題(Flexible Job Shop Scheduling Problem)、無衝突路由(Conflict-free Routing)、A* 路徑搜尋演算法(A* Search Algorithm)、數學規劃(Mathematical Programming)、基因演算法(Genetic Algorithms)、數位孿生(Digital Twin) 靈活工廠作... | ||||
| 112 | 結合Kan... 結合Kano模型與品質機能展開以提升新產品專案管理: 以伺服器產業為例 (Enhancing New Product Project Management by Integrating the Kano Model and Quality Function Deployment: A Case Study of Server Manufacturing) | NTHU NDLTD | 碩 | 2.97 |
Kano品質模式(Kano Model)、品質機能展開(Quality functional deployment)、六標準差(Six sigma)、專案管理(Project management) Kano品... | ||||
| 112 | 經由精實管... 經由精實管理及紫式決策中決策目標來減少半導體後段晶圓測試時間及流程 (Reduce the test time and process of semiconductor back-end wafer-sort testing through Lean Management and UNISON fundamental objectives network) | NTHU NDLTD | 碩 | 0.97 |
精實管理(Lean Management)、根本目標網絡(Fundamental Objectives Framework)、產能規劃(Capacity Plan)、晶圓測試(Wafer Probing.) 精實管理(... | ||||
| 112 | 應用先進自... 應用先進自然語言模型與可解釋人工智慧於急診病患動向預測 (Applying State-of-the-art NLP Models with Explainable Artificial Intelligence for Patient Disposition Prediction in Emergency Department) | NTHU NDLTD | 碩 | 1.97 |
急診室住院預測(Admission Prediction in Emergency Department)、Transformer(Transformer)、BERT(BERT)、可解釋人工智慧(XAI)、自然語言處理(NLP) 急診室住院... | ||||
| 112 | IC 設計... IC 設計公司考量預測演進與產能遺憾之滾動水平式供應鏈產能規劃 (Rolling Horizon Supply Chain Capacity Planning for IC Design House Considering Forecast Evolution and Capacity Regret) | NTHU NDLTD | 碩 | 1.97 |
加法型與乘法型馬丁格爾預測演進模型(Additive and multiplicative martingale model of forecast evolution)、滾動水平式規劃(Rolling horizon planning)、供應鏈產能規劃(Supply chain capacity planning)、產能遺憾(Capacity regret)、IC 設計公司(IC design house) 加法型與乘... | ||||
| 112 | 以領先指標... 以領先指標進行半導體市場需求預測 (Semiconductor Market Demand Forecasting with Leading Indicators) | NTHU NDLTD | 碩 | 1.97 |
多變量時間序列(Multivariate Time Series)、半導體產業(Semiconductor Industry)、領先指標(Leading Indicator)、特徵篩選(Feature Selection)、需求預測(Demand Forecasting) 多變量時間... | ||||
| 112 | 自適應虛擬... 自適應虛擬樣本生成機制於概念飄移小樣本資料集之應用 (Self-Adaptive Virtual Sample Generation Mechanism in Concept Drift with Small Sample Size) | NTHU NDLTD | 碩 | 1.97 |
概念飄移(Concept Drift)、小樣本資料集(Small Sample Size)、虛擬樣本生成(Virtual Sample Generation (VSG))、即時學習(Just-In-Time Learning (JITL))、工業 4.0(Industry 4.0) 概念飄移(... | ||||
| 112 | 智慧化砂輪... 智慧化砂輪規格推薦系統開發-以K公司為例 (Specifications Recommendation System of Grinding Wheel by Artificial Intelligence – A Case Study of Company K) | NTHU NDLTD | 碩 | 3.30 |
砂輪規格(Specifications of grinding wheel)、推薦系統(Recommendation System)、專家系統(Expert System)、規則式推論(Rule-based Reasoning)、案例式推論(Case-based Reasoning)、混合式推薦系統(Hybrid Recommendation System) 砂輪規格(... | ||||
| 111 | 基於數位孿... 基於數位孿生之機台與多載量無人搬運車同時調度 (Digital-Twin-Based Simultaneous Scheduling of Machines and Multiple-Load AGVs) | NTHU NDLTD | 碩(外籍生) | 1.98 |
機台與無人搬運車同時調度(Simultaneous Scheduling of Machine and AGV,)、多載量無人搬運車(Multiple-Load AGVs)、數位孿生(Digital Twin)、彈性製造系統(Flexible Manufacturing System) 機台與無人... | ||||
| 111 | 基於多重抽... 基於多重抽樣之多任務砂輪規格預測 (Multiple Resampling Chain Multi-Task Learning for Grinding Wheel Specification Prediction) | NTHU NDLTD | 碩 | 1.98 |
砂輪產業(Grinding Wheel Industry)、多任務學習(Multi-task Learning)、TabNet 架構(TabNet Structure)、多目標不平衡資料(Multiobjective Imbalanced Dataset)、多目標重抽樣 鏈策略(Multiple Resampling Chain)、再生晶圓(Reclaim Wafer) 砂輪產業(... | ||||
| 111 | 基於機器學... 基於機器學習之急診病患滯留時間預測研究 (Machine Learning Model for Patient Length of Stay Prediction in Emergency Department) | NTHU NDLTD | 碩 | 1.98 |
急診室(Emergency Department (ED))、滯留時間(Length of Stay (LOS))、迴歸模型(Regression Model)、機器學習(Machine Learning)、監督式學習(Supervised Learning) 急診室(E... | ||||
| 111 | 疫情時代中... 疫情時代中小型電子組裝業韌性供應鏈決策分析研究 以中小型電力轉換器企業韌性供應商選擇為例 (Resilient Supply Chain Decision Analysis for Small and Medium-Sized Electronic Assembly Industry in the Era of Pandemic: A Empirical Study of Resilient Supplier Selection in Power Converter Enterprise) | NTHU NDLTD | 碩 | 2.95 |
韌性供應鏈(Resilience Supply Chain)、韌性供應商選擇(Resilience Supplier Selection)、中小企業(SME)、AHP(AHP)、TOPSIS(TOPSIS) 韌性供應鏈... | ||||
| 111 | 功率模組液... 功率模組液冷流道之參數設計優化與壓降預測 (Design Optimization and Pressure Drop Prediction for Liquid-Cooled IGBT Tunnel) | NTHU NDLTD | 碩 | 2.95 |
功率模組(Power Module)、液體冷卻(Liquid Cooling)、數值分析(Numerical Analysis)、實驗設計法(Design of Experiments)、線性迴歸(Linear Regression)、壓降(Pressure Drop) 功率模組(... | ||||
| 111 | SMT製程... SMT製程錫膏厚度控制實證與研究 (Demonstration and research on solder paste thickness and control at SMT process) | NTHU NDLTD | 碩 | 1.95 |
表面黏著(SMT)、檢查機(SPI)、錫膏(solder)、鋼網(mask)、實裝機(mounter) 表面黏著(... | ||||
| 111 | 考慮多技能... 考慮多技能工於零工式批量分割生產排程之研究 (A study of scheduling considering multi-skilled workforce assignment on job shop lot streaming production) | NTHU NDLTD | 碩 | 1.95 |
零工式生產排程(Job Shop Scheduling)、多技能工(Multi-skilled Workers)、整備時間(Setup Time)、學習能力(Learning Ability)、基因演算法(Genetic Algorithm) 零工式生產... | ||||
| 111 | IC設計公... IC設計公司考量預測演進與客戶訂單行為之滾動水平式供應鏈規劃 (Rolling Horizon Supply Chain Planning for IC Design House with Forecast Evolution and Customer Order Behavior) | NTHU NDLTD | 碩 | 1.93 |
加法型與乘法型馬丁格爾預測演進模型(Additive and multiplicative martingale model of forecast evolution)、IC設計公司(IC design house)、滾動水平式規劃(Rolling horizon planning)、供應鏈規劃(Supply chain planning)、隨機批量大小(Stochastic lot sizing) 加法型與乘... | ||||
| 111 | 支援智慧製... 支援智慧製造決策的關鍵績效指標結構與階層式智能儀表板: 以電子製造服務公司為例 (A Key Performance Indicator Structure and Hierarchical Intelligent Dashboard for Smart Manufacturing Decision-making Support: A Case Study of an Electronic Manufacturing Service Company) | NTHU NDLTD | 碩 | 1.93 |
關鍵績效指標(Key Performance Indicator)、ISO22400(ISO22400)、階層式智能儀錶板(Hierarchical Intelligent Dashboard)、層級分析法(Analytic Hierarchy Process)、電子製造服務統業(Electronic Manufacturing Services) 關鍵績效指... | ||||
| 111 | IC 設計... IC 設計公司混和傳統封裝與晶圓級晶片尺寸封裝之後段生產網路供應鏈規劃 (Back-End Production Network Supply Chain Planning with Mixed Traditional and Wafer-Level Chip-Scale Packaging for IC Design House) | NTHU NDLTD | 碩 | 1.93 |
供應鏈規劃(Supply chain planning)、晶圓級晶片尺寸封裝(Wafer level chip scale package)、IC設計公司(IC design house)、混和整數線性規劃(Mixed integer linear programming) 供應鏈規劃... | ||||
| 111 | 兩階段基於... 兩階段基於成本敏感學習框架之客端品質檢測於 TFT-LCD 產業 (Two-Phase Cost-Sensitive-Learning-Based Framework on Customer-Side Quality Inspection for TFT-LCD Industry) | NTHU NDLTD | 碩 | 1.93 |
成本敏感學習(Cost-sensitive Learning)、品質檢驗(Quality Inspection)、二元分類(Binary Classification)、TFT-LCD產業(TFT-LCD Industry)、產能限制(Capacity Constraint) 成本敏感學... | ||||
| 111 | 運用精實手... 運用精實手法與模擬來改善訂單流程 -以封裝廠為例 (Ordering Process Improvement Based on Lean Management and Simulation Model：A Case Study of IC Packaging Factory) | NTHU NDLTD | 碩 | 2.45 |
精實改善(OCBA)、最佳模擬預算分配法(undefined)、窮舉法(undefined) 精實改善(... | ||||
| 111 | 運用精實六... 運用精實六標準差改善心臟血管外科檢查流程 (Using Lean Six Sigma to Improve Cardiovascular Surgery Examination Process) | NTHU NDLTD | 碩 | 1.45 |
精實六標準差(Lean Six Sigma)、DMAIC(DMAIC)、模擬(Simulation)、醫療管理(Medical Management) 精實六標準... | ||||
| 111 | 應用改良式... 應用改良式自適應大鄰域搜索於二階段分揀系統之卡車排程與包裹分揀問題 (Applying Modified Adaptive Large Neighborhood Search for Truck Scheduling and Pile Assignment in a Two-stage Sorting System) | NTHU NDLTD | 碩 | 1.95 |
卡車排程(Truck scheduling)、二階段分揀系統(Two-stage sorting system)、混合編碼(Mixed-coded)、改良式自適應大鄰域搜索(Modified adaptive large neighborhood search) 卡車排程(... | ||||
| 110 | 基於一元分... 基於一元分類自編輯器之品質預測架構研究 (A Study of One-class Classification-based Autoencoders on Quality Prediction Framework) | NTHU NDLTD | 碩(外籍生) | 1.95 |
自編碼器(Autoencoder)、OCAE架構(OCAE Framework)、品質預測(Quality Prediction)、一元分類(One-class Classification)、1D-CNN 變分自編碼器(1D-CNN Variational Autoencoder) 自編碼器(... | ||||
| 110 | PCB 組... PCB 組裝線之多樣化貼片機組合最佳化 (Combinatorial Optimization of Various Placement Machines for PCB Assembly Lines) | NTHU NDLTD | 碩 | 1.95 |
表面貼裝黏著技術(surface mount technology)、印刷電路板(printed circuit board)、組件貼裝(component placement)、貼片機(placement machine)、組合最佳化(combinatorial optimization)、產能規劃(capacity planning)、啟發式演算法(heuristic algorithm) 表面貼裝黏... | ||||
| 110 | 基於優化堆... 基於優化堆疊泛化機器學習模型之急診病患動向預測 (Using Optimized Stacking Ensemble Machine Learning Model for Patient Disposition Prediction in Emergency Department) | NTHU NDLTD | 碩 | 1.95 |
急診室住院預測(Admission Prediction in Emergency Department)、多類別分類(Multi-class Classification)、不平衡資料(Imbalanced Data)、機器學習(Machine Learning)、堆疊泛化(Stacking Ensemble)、Optuna(Optuna)、Bert(Bert) 急診室住院... | ||||
| 110 | IC設計公... IC設計公司混合MTS-MTO生產之滾動式供應鏈規劃 (Rolling Horizon Supply Chain Planning in a Hybrid MTS-MTO Environment for IC Design House) | NTHU NDLTD | 碩 | 1.95 |
滾動式供應鏈規劃(Rolling horizon supply chain planning)、IC 設計公司(IC design house)、混合存貨與訂單式生產(Hybrid MTS-MTO)、預測需求演變(Forecast evolution)、晶圓半成品安全庫存(Wafer bank safety stock) 滾動式供應... | ||||
| 110 | IC 設計... IC 設計公司的滾動式短期訂單需求滿足規劃 (Short-term Demand Fulfillment in Rolling Planning Basis for IC Design House) | NTHU NDLTD | 碩 | 1.95 |
半導體供應鏈規劃(Semiconductor supply chain planning)、IC 設計公司(IC design house)、產能滿足模型(Demand fulfillment)、資源分配(Allocation planning)、訂單部分滿足(Partial fulfillment)、滾動式地平線(Rolling horizon) 半導體供應... | ||||
| 110 | 運用機器學... 運用機器學習方法分析急診病患檢傷資訊以預測 X 光檢查必要性 (Analyzing emergency patient triage information using machine learning methods to predict X-ray examinations necessity) | NTHU NDLTD | 碩 | 2.90 |
急診室(machine learning)、機器學習(Emergencydepartment)、X 光檢驗(X-rays) 急診室(m... | ||||
| 110 | 基於貝氏最... 基於貝氏最佳化與深度學習方法於CMP製程之預測 (CMP Process Prediction Based on Deep Learning and Bayesian Optimization) | NTHU NDLTD | 碩 | 1.89 |
機器學習(Machine learning)、雙向長短期記憶模型(Bi-directional Long Short-Term Memory algorithm)、貝氏最佳化(Bayesian optimization)、平坦度預測(Flatness forecasting) 機器學習(... | ||||
| 110 | 精實生產於... 精實生產於航太產業LRU組裝之應用-以A公司無線電產品生產為例 (Application of Lean Production on the Assembly of LRUs in Aerospace Industry - A Case Study of Radio Production) | NTHU NDLTD | 碩 | 1.89 |
精實生產(Lean production)、航太產業(Aerospace industry)、航太系統件(AJT)、LRU組裝(LRU assembly) 精實生產(... | ||||
| 110 | 應用田口方... 應用田口方法與反應曲面法改善測試良率以網通產品為例 (Applying Taguchi Method and Response Surface Method to Improve Test Yield - A Case Study of Networking Device) | NTHU NDLTD | 碩 | 1.57 |
田口方法(Taguchi Method)、反應曲面法(Response Surface Method)、倒傳遞類神經網路(Back Propagation Neural Network)、被動式光纖網路(Passive Optical Network) 田口方法(... | ||||
| 110 | 以最高產出... 以最高產出為目標求解十二吋晶圓廠派車法則與搬運車輛數之研究 (A Study of Dispatching Rules and OHT Fleet Size to Maximize 300mm Wafer Fab Throughput) | NTHU NDLTD | 碩(提早入學) | 2.97 |
自動物料搬運系統(Semiconductor manufacturins)、晶圓廠(OHT)、OHT(dispatching rules)、派車法則(AMHS) 自動物料搬... | ||||
| 110 | 物流營業據... 物流營業據點安裝自助式包裹機之模擬效益評估 (Simulation Evaluation of the Benefit of Auto Kiosk System Installation at Logistics Business Site) | NTHU NDLTD | 碩 | 2.48 |
自助式服務平台(Self-Service Kiosk)、等候時間(Waiting Time)、3D量測應用(3D Measurement Application)、Arena模擬軟體(Arena Simulation) 自助式服務... | ||||
| 109 | IC設計公... IC設計公司多目標訂單允諾 (Multi-objective Order Promising for IC Design Houses) | NTHU NDLTD | 碩 | 2.47 |
多階程序訂單允諾(Multi-stage Order Promising)、混合式生產(Hybrid MTS-MTO)、外包供應鏈網路(Outsourcing Supply Network)、多目標啟發式演算法(Multi-objective Heuristic Algorithm) 多階程序訂... | ||||
| 109 | AGV 最... AGV 最佳車數研究 - 以 IC 封裝廠為例 (Optimal AGV Fleet Sizing in IC Packaging Plant) | NTHU NDLTD | 碩(提早入學) | 2.45 |
無人搬運車(AGV)、FlexSim模擬軟體(FlexSim Software)、混線生產(Mixed-Model Production)、IC封裝廠(IC Packaging)、實驗設計法(DOE) 無人搬運車... | ||||
| 109 | 後COVI... 後COVID-19時代的智慧機場 (Post COVID-19 Smart Airport) | NTHU NDLTD | 碩 | 1.96 |
智慧機場(Smart airport)、後COVID-19時代(Post-COVID-19)、精實生產(Lean manufacturing)、自助服務(Self-service technology (SST))、電子行李牌(Electronic baggage tag (EBT)) 智慧機場(... | ||||
| 109 | 啟發式演算... 啟發式演算法應用於記憶體模組廠SMT排程–以K公司為例 (Application of Heuristic Algorithm for SMT Scheduling on Memory Module Factory - A Case Study of K Company) | NTHU NDLTD | 碩 | 1.96 |
記憶體模組產業(Memory Module Industry)、先進規劃排程系統(Advanced Planning and Scheduling)、啟發式演算法(Heuristic Algorithm) 記憶體模組... | ||||
| 109 | 應用精實生... 應用精實生產方法提升晶圓凸塊封裝廠競爭力 以X工廠為例 (Applying Lean Method to Improve Factory Competitiveness-A Case study of "X" Bumping Factory) | NTHU NDLTD | 碩 | 1.96 |
凸塊封裝(Lean Production)、精實生產(SMED)、價值溪流分析(VSM)、快速換模(ECRS)、無線射頻(RFID)、防呆(Bumping Process) 凸塊封裝(... | ||||
| 109 | 考量卸載熟... 考量卸載熟練度之整合人車排程計劃 (A Study of Integrating Truck and Workforce Scheduling with Workforce Proficiency) | NTHU NDLTD | 碩(外籍生) | 1.95 |
人員分配問題(Workforce Scheduling)、員工操作熟練度(Workforce Proficiency)、貨車排程問題(Truck Scheduling) 人員分配問... | ||||
| 109 | 具非線性充... 具非線性充電與負載相依放電之使用自主移動機器人收送貨問題研究 (A Study of Pickup and Delivery Problem with Non-linear Charging and Load-dependent Discharging Utilizing Autonomous Mobile Robots) | NTHU NDLTD | 碩 | 1.95 |
收送貨問題(Pickup and delivery problems)、非線性充電(Non-linear charging)、負載相依放電(Load-dependent discharging)、自適應大型鄰域搜索演算法(Adaptive large neighborhood search)、自主移動機器人(Autonomous mobile robot) 收送貨問題... | ||||
| 109 | 以自然語言... 以自然語言處理求解具有不平衡分類的急診病人住院預測模型 (A Study of Prediction Model of Emergency Department Admission with Imbalanced Classification Using Natural Language Processing) | NTHU NDLTD | 碩 | 1.95 |
急診室(Emergency Department)、住院預測(Hospital Admission Prediction)、不平衡問題(Imbalanced Problem)、深度神經網路(Deep Neural Networks)、自然語言處理(Natural Language Processing) 急診室(E... | ||||
| 109 | IC 設計... IC 設計公司一元化代工服務的後段生產網路供應鏈規劃 (Supply Chain Planning for IC Design House Back-end Production Network with Turnkey Service) | NTHU NDLTD | 碩 | 1.95 |
供應鏈規劃(Supply Chain Planning)、一元化代工服務(turnkey service)、IC 設計公司(IC design house)、產品分解法(Product-based decomposition)、拉格朗日分解演算法(Lagrangian decomposition) 供應鏈規劃... | ||||
| 109 | 兩階段分揀... 兩階段分揀系統之進站卡車排程與堆貨目的地指派研究 (A Study of Inbound Truck Scheduling and Pile Destination Assignments in a Two-Stage Sorting System) | NTHU NDLTD | 碩 | 1.95 |
貨車排程問題(Truck scheduling problem)、分揀計劃(Sort planning)、兩階段分揀系統(Two-stage sorting system)、自適應大臨域搜索演算法(Adaptive large neighborhood search algorithm) 貨車排程問... | ||||
| 109 | IC 設計... IC 設計公司產能分配規劃 (Capacity Allocation Planning for an IC Design House) | NTHU NDLTD | 碩 | 1.95 |
需求滿足(Demand Fulfillment)、分配規劃(Allocation Planning)、外包產能規劃(Outsourcing Capacity Planning)、IC 設計公司(IC Design House)、分配規則(Allocation Rules)、層級結構(Multi-stage Hierarchies)、服務級別協議(Service Level Agreement)、MCM(Multi-Chip Module)、替代料(Substitute) 需求滿足(... | ||||
| 109 | 考量貨車既... 考量貨車既定離開時間於具捷徑之封閉式分揀系統之貨車排程問題 (Truck Scheduling with Fixed Outbound Departures in a Closed-loop Conveyor System with Shortcuts) | NTHU NDLTD | 碩 | 2.05 |
貨車排程問題(Truck scheduling problem)、固定離開時間(Fixed departure)、閉環分揀系統(Closed-loop sorting system) 貨車排程問... | ||||
| 108 | 搭配動態規... 搭配動態規劃進行基於波型之時間序列分類的預處理方法 (A Preprocessing Method for Shape-Based Time Series Classification with Dynamic Programming) | NTHU NDLTD | 碩 | 3.99 |
預處理方法(Preprocessing Method)、時間序列(Time Series Data)、基於波型之分類(Shape-Based Classification) 預處理方法... | ||||
| 108 | 基於仿真的... 基於仿真的價值流映射的 鞋類生產線精益生產系統設計 (Lean Production System Design for Cut-to-box Line of Footwear Industry Using Simulation-based Value Stream Mapping) | NTHU NDLTD | 碩(外籍生) | 1.99 |
精益生產(Lean Production)、模擬(Simulation)、製鞋業(Footwear Industry) 精益生產(... | ||||
| 108 | 考慮隨機性... 考慮隨機性與技能工學習效應之大型設備組裝專案排程與人力指派問題 (Multi-project Scheduling with Multi-skilled Workforce Assignment Considering Uncertainty and Learning Effect for Large-scaled Equipment Manufacturer) | NTHU NDLTD | 碩 | 1.99 |
專案排程(Multi-Project Scheduling)、隨機規劃(Stochastic Duration)、人員分配問題(Workforce Assignment)、多技能工分配(Multi-Skilled Staff) 專案排程(... | ||||
| 108 | 考量不平衡... 考量不平衡特性的急診病人住院機率預測模型新框架與應用 (A Novel Data Science Framework for Imbalanced Problem on Prediction of Emergency Department Hospital Admission with a Case Study) | NTHU NDLTD | 碩 | 1.99 |
急診室(Emergency Department)、住院預測(Hospital Admission Prediction)、機器學習(Machine Learning)、不平衡問題(Imbalanced Problem) 急診室(E... | ||||
| 108 | 基於深度學... 基於深度學習之鋰離子電池預測性維護 (Deep Learning-Based Predictive Maintenance for Lithium-Ion Battery) | NTHU NDLTD | 碩 | 1.99 |
鋰離子電池(Lithium-Ion Battery)、預測性維護(Predictive Maintenance)、剩餘使用壽命(Remaining Useful Life (RUL))、深度學習(Deep Learning)、貝葉斯優化(Bayesian Optimization) 鋰離子電池... | ||||
| 108 | 精實生產中... 精實生產中價值溪流之應用-以開關製造為例 (Application of value stream mapping for lean production - A case study of switch manufacturing) | NTHU NDLTD | 碩 | 5.96 |
精實(Lean)、非增值的活動(VSM)、價值溪流圖(Lean tools)、精實工具(DMAIC)、開關(Lean transformation)、設計-測量-分析-改善-管制(NVA)、精實轉型(undefined) 精實(Le... | ||||
| 108 | 應用CON... 應用CONWIP降低在製品之個案研究–以W公司為例 (CONWIP Application for Work-In-Process Reduction –A Case Study of W Company) | NTHU NDLTD | 碩 | 1.96 |
在製品(WIP)、CONWIP(CONWIP)、推式生產(Push Production)、Little’s Law(Little’s Law)、系統模擬(Simulation) 在製品(W... | ||||
| 108 | 運用穩健設... 運用穩健設計方法提高觸控面板開發效益 －以觸控晶片為例 (Utilizing Robust Design Methodology to Enhance the Performance of Touch Panel Development - A Case Study of Touch Controller IC) | NTHU NDLTD | 碩 | 1.96 |
穩健設計(Robust design)、田口方法(Taguchi method)、觸控晶片(Touch controller)、觸控面板(Touch panel)、電容式觸控(Capacitive touch) 穩健設計(... | ||||
| 108 | 應用遺傳演... 應用遺傳演算法求解晶圓針測先進規劃排程問題 (Advanced Planning and Scheduling for Wafer Probing Using Genetic Algorithm) | NTHU NDLTD | 碩 | 1.96 |
遺傳演算法(Genetic Algorithm)、先進規劃排程(Advanced Planning and Scheduling)、零工式工廠排程問題(Job Shop Scheduling Problem)、交配(Crossover)、突變(Mutation)、適應度函數(Fitness Function)、IC 設計(IC Design)、晶圓針測(Wafer Probing) 遺傳演算法... | ||||
| 108 | 應用田口方... 應用田口方法達成化學機械研磨用之濾芯外殼接合強度參數最佳化 (Application of Taguchi Methods to Optimize the Parameter of Housing Welding Strength of CMP Filter) | NTHU NDLTD | 碩 | 1.96 |
田口方法(Taguchi methods)、直交表(orthogonal array)、化學機械研磨(Chemical Mechanical Planarization)、熱熔(Heat Staking) 田口方法(... | ||||
| 108 | 基於圖樣分... 基於圖樣分析的錯誤偵測與分類架構之實證研究 (A Framework for the Fault Detection Classification Process Using Convolutional Neural Network and an Empirical Study) | NTHU NDLTD | 碩 | 1.96 |
錯誤偵測與分類(FDC)(Fault detection and classification)、狀態識別變量(SVID)(status variable identification)、卷積神經網路(CNN)(convolutional neural networks)、樣型識別(image recognition)、半導體製造(wafer-based images) 錯誤偵測與... | ||||
| 108 | 啟發式演算... 啟發式演算法求解放射性治療病患排程問題 (Heuristic Algorithm to Improve the Patients Scheduling of Intensity-Modulated Radiotherapy) | NTHU NDLTD | 碩 | 3.81 |
強度調控放射性治療(Intensity-Modulated Radiation Therapy (IMRT))、放射性治療病患排程問題(Radiotherapy Patient Scheduling Problem)、基因演算法(Hybrid Genetic Algorithm (HGA))、模糊邏輯控制(Fuzzy Logic Controller (FLC)) 強度調控放... | ||||
| 108 | 晶圓凸塊產... 晶圓凸塊產能規劃 (Capacity Planning of Wafer Bumping) | NTHU NDLTD | 碩 | 5.48 |
晶圓凸塊封裝(Bumping)、無限產能規劃(Infinity capacity planning)、產能規劃系統(capacity planning system)、實驗設計(design of experiment)、扇入型晶圓凸塊封裝(Fan-in Bumping) 晶圓凸塊封... | ||||
| 108 | 以精實生產... 以精實生產提升效率減少浪費-以車燈工廠為例 (Increasing efficiency and reducing waste with lean production – a case study of head lamp factory) | NTHU NDLTD | 碩 | 5.48 |
售後市場零件(Aftermarket parts)、豐田生產系統(Toyota production system)、精實生產(lean production)、價值溪流圖(value stream map)、山積表(mountain plot table) 售後市場零... | ||||
| 108 | 應用田口實... 應用田口實驗設計改善玻璃薄化厚度均勻性以TFT玻璃薄化製程為例 (Applying Taguchi Method to Improve Glass Thickness Uniformity - A Case Study of TFT Glass Thinning Process) | NTHU NDLTD | 碩 | 3.47 |
田口實驗設計(Taguchi method)、六標準差DMAIC(Six Sigma DMAIC)、蝕刻薄化(Chemical etching)、生物(指紋)識別(Biometric (fingerprint) recognition) 田口實驗設... | ||||
| 108 | 應用自適應... 應用自適應混合基因離散粒子群最佳化求解含捷徑之封閉分揀系統排程問題 (Adaptive Genetic-based Discrete Particle Swarm Optimization for Parcel Hub Scheduling Problem in Closed-loop Sortation System with Shortcuts) | NTHU NDLTD | 碩(提早入學) | 1.95 |
貨物分揀中心的卡車排程問題(Parcel Hub Scheduling Problem)、模擬最佳化(Simulation Optimization)、自適應混合基因離散粒子群最佳化(Adaptive Genetic-based Discrete Particle Swarm Optimization)、時變加速度係數(Time-varying Acceleration Coefficients)、交會行為(Intersection of Parcels) 貨物分揀中... | ||||
| 107 | 應用 CO... 應用 CONWIP 於太陽能電池與模組生產系統之模擬研究 (A Simulation Study of CONWIP in Solar Cell & Module Production System) | NTHU NDLTD | 碩 | 1.99 |
CONWIP(CONWIP)、Multi-Loop CONWIP(Multi-Loop CONWIP)、系統模擬(System Simulation)、太陽能(Solar Cell & Module Production System) CONWI... | ||||
| 107 | 應用價值溪... 應用價值溪流圖搭配PERT/CPM降低槽車充填成本 (Applying VSM and PERT/CPM to Reduce Tank Filling Cost) | NTHU NDLTD | 碩 | 7.00 |
精實生產(Lean Production)、價值溪流圖(VSM)、PERT/CPM(PERT/CPM) 精實生產(... | ||||
| 107 | 運用精實手... 運用精實手法及模擬技術評估自動化導入成效-以半導體光學產業為例 (Application of Lean and Simulation in Automation of Manufacturing Process - Case Study in Semiconductor Optical Industry) | NTHU NDLTD | 碩 | 1.99 |
精實生產(Lean)、價值溪流圖(Value stream mapping (VSM))、模擬(Simulation)、自動化(Automation) 精實生產(... | ||||
| 107 | 集批加工模... 集批加工模式之派工問題-以半導體封裝廠為例 (Dispatching Problem of Batch Processing Mode - A Case of Semiconductor Packaging Factory) | NTHU NDLTD | 碩 | 1.99 |
派工法則(dispatching rule)、批量生產機台(batch process machine)、退火製程(annealing process)、分段式集批策略(segmented batch strategy) 派工法則(... | ||||
| 107 | 應用自動化... 應用自動化設備改善半導體包裝流程 －以半導體測試廠為例 (Application of Auto-equipment to Improve the Packing Process -A Case Study of Semiconductor Testing) | NTHU NDLTD | 碩 | 1.99 |
精實生產(Lean production)、價值流圖(value stream mapping)、PQ 分析(PQ analysis)、模擬(automation) 精實生產(... | ||||
| 107 | 考量製程彈... 考量製程彈性與拆批問題之多資源限制排程應用於CNC加工產業 (Multi-resource Constrained Scheduling Considering Process Plan Flexibility and Lot Streaming for CNC Machining Industry) | NTHU NDLTD | 碩 | 1.98 |
零工式生產排程問題(flexible job shop scheduling problem)、多目標排程問題(multi-objective scheduling problem)、製程彈性(process plan flexibility)、多資源限制(multiple resource constraints)、批量調度(lot streaming)、CNC加工產業(CNC machining industry) 零工式生產... | ||||
| 107 | 基於深度學... 基於深度學習之養殖漁場水下石斑魚偵測模型開發 (Development of Deep-Learning Based Underwater Grouper Detection Model for Fish Farming Fields) | NTHU NDLTD | 碩 | 1.98 |
智慧養殖漁業(smart aquaculture)、影像辨識(image recognition)、物件偵測(object detection)、水下石斑魚偵測(underwater grouper detection) 智慧養殖漁... | ||||
| 107 | 利用深度學... 利用深度學習法對台灣養殖漁場水下異常石斑魚進行影像分類 (Using Deep Learning for Underwater Abnormal Grouper Image Classification in Taiwan Aquaculture Fish Farm) | NTHU NDLTD | 碩 | 1.98 |
智慧水產養殖(smart-aquaculture)、異常石斑魚(abnormal-grouper)、多類別水下影像分類(multiclass-underwater-image-classification)、遷移學習(transfer-learning)、深度學習(deep-learning) 智慧水產養... | ||||
| 107 | 考量拆批與... 考量拆批與天車搬運問題之最小化完工時間與能源成本的彈性零工式生產排程 (Scheduling in Flexible Job Shop with Lot Streaming and Crane Transportation considering Makespan and Total Energy Cost) | NTHU NDLTD | 碩 | 1.98 |
彈性零工式生產排程(flexible job shop scheduling problem)、時間電價(time-of-use tariff)、契約容量(contract capacity)、能源成本(energy cost)、最大完工時間(makespan)、非支配排序III(non-dominated sorting genetic algorithm III)、實驗設計(design of experiment) 彈性零工式... | ||||
| 107 | 精實管理應... 精實管理應用與探討-以晶圓載具回收Wafer Frame Box為例 (A Study of Lean Production for the Recycling and Reuse of Semiconductor Wafer Frame Box) | NTHU NDLTD | 碩 | 1.87 |
逆向物流(Wafer Frame Box)、精實管理(Reverse Logistics)、回收出貨晶圓載具(Lean Production)、價值溪流圖(Value Stream Mapping) 逆向物流(... | ||||
| 107 | 跨境電子商... 跨境電子商務新南向發展評選模式—AHP 應用 (Cross-border e-Commerce for Southeast Asian Countries Using the Selection Model in AHP Approach) | NTHU NDLTD | 碩 | 1.87 |
跨境電子商務(Cross border e-Commerce)、關鍵成功因素(Key success factors)、層級分析法(Analytic hierarchy process (AHP))、新南向國家(Southeast Asian countries) 跨境電子商... | ||||
| 107 | 應用改良式... 應用改良式變動鄰近搜尋法求解醫院急診室醫師排班最佳化問題 (Modified Variable Neighborhood Search Algorithm for Physician Rostering Optimization Problem in a Hospital Emergency Department) | NTHU NDLTD | 碩(外籍生) | 2.50 |
改良式變動鄰近搜尋法(Variable Neighborhood Search)、醫師排班最佳化問題(Physician Rostering Optimization) 改良式變動... | ||||
| 106 | 運用FME... 運用FMEA於藥廠針劑製程之研究 (The Study of Using FMEA in the Pharmaceutical Injections Process) | NTHU NDLTD | 碩 | 4.99 |
針劑(Injection)、失效模式及效應分析(FMEA)、製藥風險管理(Pharmaceutical Risk management) 針劑(In... | ||||
| 106 | 以實驗設計... 以實驗設計改善太陽能電池轉換效率問題 (Design of Experiments to Improve The Conversion Efficiency of Solar Cells) | NTHU NDLTD | 碩 | 1.98 |
實驗設計(Design of experiments)、六標準差(Six sigma) 實驗設計(... | ||||
| 106 | 應用精實生... 應用精實生產五大步驟提升FPC連接器競爭力之研究 (Using Lean Production to Improve the Competitiveness of FPC Connector Production) | NTHU NDLTD | 碩 | 1.98 |
精實生產(Lean Production)、價值(Value)、價值溪流(Value stream)、暢流(Flow)、後拉式生產(Pull)、完善(Perfection)、浪費(Waste)、連接器(Connectors) 精實生產(... | ||||
| 106 | 以分量基礎... 以分量基礎模擬最佳化求解隨機資源配置問題 (A Quantile-based Simulation-optimization Framework for Stochastic Resource Allocation Problems) | NTHU NDLTD | 碩 | 2.96 |
隨機資源配置問題(stochastic resource allocation problems)、利基基因演算法(niching genetic algorithm)、模糊控制器(fuzzy logic controller)、分量估計(quantile estimation)、交配(crossover-based convergence mechanism)、交配基礎之收斂機制(undefined) 隨機資源配... | ||||
| 106 | 以線上隨機... 以線上隨機方法優化強度調控放射線治療(IMRT)排程問題 (Utilizing Online Stochastic Optimization on Scheduling of Intensity-Modulate Radiotherapy Therapy (IMRT)) | NTHU NDLTD | 碩(外籍生) | 1.96 |
強度調控放射線治療(Intensity-Modulated Radiation Therapy (IMRT))、線上隨機排程(Online Stochastic Scheduling)、基因演算法(Genetic Algorithm)、放射線治療排程(Radiotherapy Scheduling) 強度調控放... | ||||
| 106 | 產能規劃於... 產能規劃於精密加工產業之應用 (Capacity Planning for Precision Machinery Industry) | NTHU NDLTD | 碩 | 1.96 |
產能規劃(capacity planning)、實驗設計(experimental design)、最佳設定(optimal setting)、精密加工產業(precision machinery industry) 產能規劃(... | ||||
| 106 | 運用基因演... 運用基因演算法求解於封閉式分揀系統之貨物分揀排程問題 (Applying Genetic Based Algorithm to Solve a Parcel Hub Scheduling Problem with Shortcuts on the Closed-Loop Sortation System) | NTHU NDLTD | 碩 | 1.96 |
貨物分揀中心的貨物分揀排程問題(Parcel Hub Scheduling Problem)、適應性基因演算法(Adaptive Genetic Algorithm)、區域搜尋(Local Search)、模糊邏輯控制(Fuzzy Logic Control) 貨物分揀中... | ||||
| 106 | 以模擬最佳... 以模擬最佳化求解分揀系統之輸送帶配置設計問題 (Solving a Sortation Conveyor Layout Design Problem with Simulation-optimization Approach) | NTHU NDLTD | 碩 | 1.96 |
設施規劃(facility layout design)、分揀系統(sortation system)、基因演算法(genetic algorithm)、區域搜尋(local search)、模擬最佳化(simulation optimization)、反應曲面法(response surface methodology)、捷徑設計(design of shortcuts) 設施規劃(... | ||||
| 106 | 推行ISO... 推行ISO 9001:2015 品質管理系統之關鍵成功因素探討- 以濾心製造業 E公司為例 (The Study of Critical Successful Factors on Promoting ISO 9001:2015 Quality Management System-Case Study of Filtration Manufacturing E-Company) | NTHU NDLTD | 碩 | 4.47 |
ISO 9001:2015(ISO 9001:2015)、二維品質模式(Kano Model)、重要－表現程度分析法(IPA)、關鍵成功因素(Critical Successful Factors) ISO 9... | ||||
| 106 | 應用價值工... 應用價值工程於主機板視覺檢測設備價值提升 (Application of Value Engineering in Automated Optical Inspection Machine Value Improvement) | NTHU NDLTD | 碩 | 1.47 |
價值工程(Value Engineering)、自動視覺檢測(Automated Optical Inspection)、系統化機能分析技術(Functional Analysis Systems Technique)、層級分析法(Analytic Hierarchy Process) 價值工程(... | ||||
| 105 | 求解晶圓廠... 求解晶圓廠黃光區之負荷平衡問題 (Solving the Loading Balance Problem in the Photolithography Area) | NTHU NDLTD | 碩 | 1.96 |
負荷平衡(Loading Balance)、拆批(Lot Splitting)、基因演算法(Hybrid Genetic Algorithm (HGA))、區域搜尋(Local Search)、模糊邏輯控制(Fuzzy Logic Controller (FLC)) 負荷平衡(... | ||||
| 105 | 運用分量形... 運用分量形式模擬最佳化求解風險控制下彈性製造系統之機台與車輛同步排程問題 (Risk-Controlled Simultaneous Scheduling of Machines and AGVs Using a Quantile-based Optimization Approach) | NTHU NDLTD | 碩 | 1.96 |
彈性製造系統(flexible manufacturing system)、同步排程(simultaneous scheduling)、無人搬運車區域控制(AGV zone control)、風險控制下總完工時間(risk-controlled makespan)、分量形式演算法(quantile-based algorithm) 彈性製造系... | ||||
| 105 | 應用FME... 應用FMEA改善隔離操作箱之建置:以某藥廠為例 (Applying FMEA to improve isolator development: A case study of a pharmaceutical factory) | NTHU NDLTD | 碩 | 3.94 |
隔離操作箱系統(Isolator system)、失效模式及效應分析(FMEA model) 隔離操作箱... | ||||
| 105 | 運用資料探... 運用資料探勘手法來發掘問題機台 (A Study of Identifying Abnormal Machines by Using Data Mining) | NTHU NDLTD | 碩 | 2.94 |
資料探勘(Data Mining)、決策樹(Decision Tree)、關聯規則(Association Rule)、發光二極體(Light Emitting Diode) 資料探勘(... | ||||
| 105 | 應用精實六... 應用精實六標準差於作業流程改善-以半導體WAT測試為例 (Application of Lean Six Sigma for Process Improvement - A Case Study of Wafer Acceptance Test) | NTHU NDLTD | 碩 | 1.94 |
半導體(Semiconductor)、精實六標準差(Lean Six Sigma)、價值溪流圖(Value Stream Mapping)、關聯規則(DMAIC) 半導體(S... | ||||
| 105 | 應用開發板... 應用開發板於精實生產之個案研究 (Lean Production with Development Board Application: A Case Study) | NTHU NDLTD | 碩 | 1.94 |
樹莓派(Raspberry Pi)、精實生產(Lean Production)、開發板(Development Board)、目視管理(Visual Management)、錯誤防範(Error Proofing) 樹莓派(R... | ||||
| 105 | 精實管理方... 精實管理方法於醫療產業之應用 (Application of Lean Management Methods in Healthcare Industry) | NTHU NDLTD | 碩(外籍生) | 1.90 |
強度調控放射治療(Intensity-Modulated Radiation Therapy (IMRT))、精實管理(Lean Management)、快速換模(Quick Changeover)、模擬(Simulation)、決策分析(Decision Analysis) 強度調控放... | ||||
| 105 | 以適應性基... 以適應性基因演算法搭配AND/OR圖之拆卸線生產線平衡問題研究 (Applying Adaptive Genetic Algorithm and AND/OR Graph to Disassembly Line Balancing Problems) | NTHU NDLTD | 碩 | 1.90 |
拆卸線生產線平衡(disassembly line balancing)、三階段啟發式適應性基因演算法(three-phase heuristic adaptive genetic algorithm)、優先法則(priority rule-based method)、AND/OR圖(AND/OR graph)、反應曲面法(response surface methodology) 拆卸線生產... | ||||
| 105 | TFT-L... TFT-LCD模組製程之多產品批次模型裝配線平衡問題研究 (A Study of Multi-Model Assembly Line Balancing Problem for TFT-LCD Module Process) | NTHU NDLTD | 碩 | 1.90 |
多產品批次模型裝配線平衡(thin film transistor-liquid crystal display)、薄膜電晶體液晶顯示器(multi-model assembly line balancing)、模組製程(module process)、兩階段適應性基因演算法(two-phase adaptive genetic algorithm)、反應曲面法(response surface method) 多產品批次... | ||||
| 105 | 製鞋業型I... 製鞋業型IV生產線平衡問題研究 (A Study of Type-IV Assembly Line Balancing Problem in Footwear Manufacturing) | NTHU NDLTD | 碩(提早入學) | 3.14 |
生產線平衡(line balancing)、基因演算法(genetic algorithm)、製鞋業(footwear manufacturing)、針車(stitching lines) 生產線平衡... | ||||
| 105 | 應用基因演... 應用基因演算法於無人搬運車系統之最佳路徑規劃 (An Optimization Routing Plan for AGV system by Using Genetic Algorithm) | NTHU NDLTD | 碩 | 2.48 |
自動化搬運車(automated guided vehicle)、自動搬運車路徑規劃(automated guided vehicle routing)、基因演算法(genetic algorithm)、實驗設計(design of experiments)、變異數分析(analysis of variance) 自動化搬運... | ||||
| 105 | 應用六標準... 應用六標準差降低庫存-以W公司為例 (Six Sigma Application for Inventory Reduction – A Case Study of W Company) | NTHU NDLTD | 碩 | 2.47 |
六標準差(Six Sigma)、庫存管理(Inventory Management)、光學膠(Optical Clear Adhesive) 六標準差(... | ||||
| 105 | 整合層次分... 整合層次分析法及決策樹於設備投資決策之實證研究 (An Empirical Investigation of Decision Making on Investment of Equipment Using Analytic Hierarchy Process and Decision Tree Analysis) | NTHU NDLTD | 碩 | 2.47 |
層次分析法(Analytic Hierarchy Process)、決策樹(Decision Tree Analysis)、情景規劃(Scenario planning)、半導體(Semiconductor Manufacturing)、投資決策(Investment Decision) 層次分析法... | ||||
| 105 | 以兩階段模... 以兩階段模擬最佳化求解無人搬運車系統設計 (Designing Automated Guided Vehicle System Using Two-Stage Simulation Optimization) | NTHU NDLTD | 碩 | 2.45 |
自動化無人搬運車系統(automated material vehicle system)、系統設計(system design)、系統運作(system operation)、模擬最佳化(simulation optimization)、充電系統(charging system) 自動化無人... | ||||
| 104 | RFID應... RFID應用之標示防呆：太陽能電池廠個案研究 (Error Proofing of labeling in RFID Application：A Case Study of Solar Cell Manufacturer) | NTHU NDLTD | 碩 | 暫無口試日期 |
太陽能電池(Solar cell)、無線射頻辨識(Radio Frequency Identification)、防呆(Error proofing) 太陽能電池... | ||||
| 104 | 敏捷專案管... 敏捷專案管之研究-以IC載板為例 (A Study of Agile Project Management-A Case Study of IC Carrier Plant) | NTHU NDLTD | 碩 | 暫無口試日期 |
跨部門專案(cross-functional team)、專案管理(scrum)、(waterfall) 跨部門專案... | ||||
| 104 | 利用資料挖... 利用資料挖礦找出影響產品品質之關鍵因素:以LED封裝為例 (Using Data Mining to Identify Critical Factors of Product Quality: An Empirical Study on LED Packaging) | NTHU NDLTD | 碩 | 暫無口試日期 |
資料挖礦(Data mining)、知識發現(Knowledge discovery from database)、決策樹分析(Decision tree)、關聯規則(Association rules) 資料挖礦(... | ||||
| 104 | 製鞋業多廠... 製鞋業多廠區訂單管理模擬與分析 (Simulation Modeling and Analysis of Order Management in Multi-Site Footwear Manufacturing) | NTHU NDLTD | 碩 | 暫無口試日期 |
鞋業製造(footwear manufacturing)、多廠規劃(multi-site planning)、訂單抵換(order exchange)、系統模擬(simulation) 鞋業製造(... | ||||
| 104 | 製鞋業多目... 製鞋業多目標生產線平衡問題研究 (A Study of Multi-objective Assembly Line Balancing Problem in Footwear Manufacturing) | NTHU NDLTD | 碩(提早入學) | 暫無口試日期 |
生產線平衡(line balancing)、非凌駕排序基因演算法(non-dominated sorting genetic algorithm-II)、製鞋業(footwear industry)、針車線(stitching lines)、多目標(multi-objective) 生產線平衡... | ||||
| 104 | 產能規劃與... 產能規劃與包裝產業之應用 (Capacity Planning for Packaging Industry) | NTHU NDLTD | 碩(外籍生) | 暫無口試日期 |
包裝產業(packaging industry)、訂單排序(order scheduling)、產能規劃(capacity planning)、實驗設計(experimental design)、最佳設定(optimal setting) 包裝產業(... | ||||
| 104 | Capac... Capacity Planning for Packaging Industry Using Multi-Objective Genetic Algorithm (應用多目標基因演算法於包裝業產能規劃之研究) | NTHU NDLTD | 碩(外籍生) | 暫無口試日期 |
包裝業(packaging industry)、產能規劃系統(capacity planning system)、多目標基因演算法(multi-objective genetic algorithm) 包裝業(p... | ||||
| 104 | Simul... Simulation Optimization for Designing Footwear Production Line (製鞋業生產線設計之模擬最佳化) | NTHU NDLTD | 碩 | 暫無口試日期 |
反應曲面法(Response Surface Methodology (RSM))、生產線(production line)、最佳化(optimization)、製鞋業(footwear manufacturing)、模擬(simulation) 反應曲面法... | ||||
| 103 | 無人搬運車... 無人搬運車多車派工系統模擬與分析 (Simulation Modeling and Analysis of Multiple Automated Guided Vehicle Dispatching System) | NTHU NDLTD | 碩 | 暫無口試日期 |
模擬分析(Simulation modeling and analyze)、自動化無人搬運車(automated guided vehicle)、派工系統(dispatching rule)、實驗設計(design of experiment) 模擬分析(... | ||||
| 103 | 製鞋針車線... 製鞋針車線系統模擬與分析 (Simulation Modeling and Analysis for Footwear Stitching Lines) | NTHU NDLTD | 碩 | 暫無口試日期 |
鞋業製造(footwear manufacturing)、模擬(simulation)、針車線(stitching line)、實驗設計(experimental design) 鞋業製造(... | ||||
| 103 | The I... The Integrated Production-Inventory-Distribution Planning Problem (Case Study in Asia) (not found) | NTHU NDLTD | 碩(提早入學) | 暫無口試日期 |
最佳化(TSPP)、多供應商(Optimization)、多買家(MINLP)、冷凍產品(freight distribution) 最佳化(T... | ||||
| 103 | 製鞋業E型... 製鞋業E型生產線平衡問題之研究 (A Study of Type-E Assembly Line Balancing Problem in Footwear Manufacturing) | NTHU NDLTD | 碩(提早入學) | 暫無口試日期 |
生產線平衡(line balancing)、製鞋業(footwear industry)、基因演算法(genetic algorithm)、生產線效率(line efficiency) 生產線平衡... | ||||
| 103 | 改良基因演... 改良基因演算法求解永續封閉供應鏈網路設計 (A Modified Genetic Algorithm with Carbon Market Trading Mechanism for Designing A Sustainable Closed-Loop Supply Chain) | NTHU NDLTD | 碩(外籍生) | 暫無口試日期 |
閉迴路供應鏈(closed-loop supply chain)、永續供應鏈(sustainable supply chain)、碳排放量(carbon emissions)、基因演算法(genetic algorithm) 閉迴路供應... | ||||
| 103 | 製鞋業型I... 製鞋業型III生產線平衡問題研究 (A Study of Type-III Assembly Line Balancing Problem in Footwear Manufacturing) | NTHU NDLTD | 碩 | 暫無口試日期 |
生產線平衡、群組基因演算法、製鞋業、針車、資源限制 生產線平衡... | ||||
| 103 | 應用基因演... 應用基因演算法求解半導體黃光區具有 專用機台特性之產能規劃問題 (An application of Genetic Algorithm in solving the capacity allocation problem with machine dedication in photolithography area) | NTHU NDLTD | 碩 | 暫無口試日期 |
晶圓廠(Wafer fabrication)、機台綁機限制(Machine dedication)、黃光區(Photolithography area)、基因演算法(Genetic algorithm)、整數規劃(Integer programming) 晶圓廠(W... | ||||
| 103 | 考慮風險趨... 考慮風險趨避之二階隨機多廠區產能規劃-以TFT-LCD產業為例 (Risk-averse two-stage stochastic programming for multi-site capacity planning in TFT-LCD manufacturing) | NTHU NDLTD | 碩 | 暫無口試日期 |
產能規劃(Capacity planning)、二階段隨機產能規劃(Two-Stage Stochastic Programming)、條件風險值(CVaR)、風險趨避(Risk-Averse)、風險管理(Risk Management) 產能規劃(... | ||||
| 103 | 成衣業之成... 成衣業之成本導向生產線平衡與人員配置研究 (Cost-oriented Assembly Line Balancing and Worker Assignment Problem in Apparel Industry) | NTHU NDLTD | 碩 | 暫無口試日期 |
生產線平衡(assembly line balancing)、成衣業(apparel industry)、車縫(sewing line)、群組基因演算法(grouping genetic algorithm) 生產線平衡... | ||||
| 103 | 整合Kan... 整合Kano模式與品質機能展開於專案管理之實證研究 (An integrated approach to project management using Kano model and QFD: An empirical case study) | NTHU NDLTD | 碩 | 暫無口試日期 |
專案管理(Project management)、修正式德菲法(modified Delphi method)、Kano模式(Kano model)、品質機能展開(quality function deployment (QFD)) 專案管理(... | ||||
| 102 | 基於精實思... 基於精實思想的房地產開發流程再造 (Real Estate Development Process Reengineering Based on Lean Thinking) | NTHU NDLTD | 碩(外籍生) | 暫無口試日期 |
精實思想(Lean Thinking)、房地產開發(Real Estate Development)、流程再造(Process Reengineering) 精實思想(... | ||||
| 102 | 製鞋生產線... 製鞋生產線模擬與分析 (Simulation Modeling and Analysis of Footwear Production Lines) | NTHU NDLTD | 碩 | 暫無口試日期 |
模擬(Simulation)、鞋業製造(footwear manufacturing)、實驗設計(experimental design) 模擬(Si... | ||||
| 102 | 成衣業車縫... 成衣業車縫線生產線平衡與人員配置之研究 (A Study of Resource-Constrained Assembly Line and Worker Assignment Balancing Problem for Sewing Lines in Apparel Industry) | NTHU NDLTD | 碩 | 暫無口試日期 |
生產線平衡(line balancing)、成衣業(apparel industry)、車縫(sewing line)、群組基因演算法(grouping genetic algorithm) 生產線平衡... | ||||
| 102 | 我國供應鏈... 我國供應鏈節能減碳探討 (A study of energy conservation and carbon reduction in supply chain in Taiwan) | NTHU NDLTD | 碩 | 暫無口試日期 |
節能減碳(Energy Conservation & Carbon Reduction)、綠色供應鏈(Green Supply Chain)、因子評比法(Factor Rating System)、層級分析法(Analytic Hierarchy Process) 節能減碳(... | ||||
| 102 | 比較模擬退... 比較模擬退火演算法與禁忌搜尋演算法於TFT-LCD彩色濾光片廠先進規劃排程系統 (Comparison of Simulated Annealing and Tabu-Search Algorithms in Advanced Planning and Scheduling System for TFT-LCD Color Filter Fabs) | NTHU NDLTD | 碩 | 暫無口試日期 |
先進規劃排程、模擬退火法、禁忌搜尋法、排程、彩色濾光片、薄膜電晶體液晶顯示器 先進規劃排... | ||||
| 102 | 限制驅導式... 限制驅導式方法於TFT-LCD Array廠瓶頸機台排程應用 (Scheduling of TFT-LCD Array Plants Using Drum-Buffer-Rope System) | NTHU NDLTD | 碩 | 暫無口試日期 |
限制理論(Theory of Constraints)、限制驅導式排程(Drum-Buffer-Rope)、陣列(Array) 限制理論(... | ||||
| 102 | 結合AHP... 結合AHP與TOPSIS的價值探索法求解需求不確定之供應鏈問題 (In Response to Demand Uncertainty of Supply Chains: A Value-Focused Approach with AHP and TOPSIS) | NTHU NDLTD | 碩 | 暫無口試日期 |
風險管理(risk management)、供應鏈管理(supply chain management)、層次分析法(AHP)、技術的相似性到理想的解決方案(TOPSIS) 風險管理(... | ||||
| 102 | 降低測試間... 降低測試間之等待時間 提升IC測試機之效率 (Improving the efficiency of IC test machine: The control of index time) | NTHU NDLTD | 碩 | 暫無口試日期 |
測試時間(Test time)、生產效率(Production efficiency)、因子(Factor) 測試時間(... | ||||
| 102 | 運用倒傳遞... 運用倒傳遞類神經網路於CMOS影像感測器生產機台異常分析 (Using Back-Propagation Neural Network Analysis for the Failure Production of CMOS Image Sensor Machines) | NTHU NDLTD | 碩 | 暫無口試日期 |
類神經網路(Neural Network)、製造成本(Cost Of Manufacturing)、網路績效(Network Performance) 類神經網路... | ||||
| 101 | 汽車裝配線... 汽車裝配線供料系統之研究 (A Study of Automobile Assembly Line Material Supply System) | NTHU NDLTD | 碩 | 暫無口試日期 |
成台套零件供補(Set Pallet System)、多樣少量化生產(Diverse and small production) 成台套零件... |