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 | ||||
112 | 航太客戶規... 航太客戶規範及報價流程智慧化與AI自動化 (Smartization and AI Automation of Aviation Customer Specifications and Quoting Process) | NTHU NDLTD | 碩 | 1.98 |
報價系統(pdfplumber)、文件辨識(undefined) 報價系統(... | ||||
112 | 航太白鐵件... 航太白鐵件工時AI 估算自動化 (Automation of Processing Time Estimation for Aerospace Stainless Steel via AI) | NTHU NDLTD | 碩 | 1.98 |
航空工業白鐵件報價(Expert-System)、正則表達式(Regex)、物件偵測模型(YOLOv8)、光學字元辨識(OCR)、專家系統(undefined)、製程分類(undefined) 航空工業白... | ||||
112 | 航太發動機... 航太發動機熱處理製程自動化 (Automation of Aerospace Engine Heat Treatment Processes) | NTHU NDLTD | 碩 | 1.97 |
生產排程(Production Scheduling)、自動排程系統(Automated Scheduling System)、Excel資料擷取(Excel Data Extraction)、流程自動化(Process Automation) 生產排程(... | ||||
112 | 鋰電池能源... 鋰電池能源逆變器電路中「關鍵電子零件」最佳參數設計 (Optimal Parameter design of Key Electronic Components in Lithium-ion Battery Energy Inverter Circuit) | NTHU NDLTD | 碩 | 7.51 |
逆變器(MATLAB software tools)、模擬試驗(DOE experimental design)、交互作用(Interacting factors)、DOE實驗設計(Component parameter optimization)、最佳元件參數組合(inverter circuit optimization) 逆變器(M... | ||||
111 | 利用影像辨... 利用影像辨識分析跳繩運動關節角度 (Joint angles analysis via image recognition approach in rope skipping) | NTHU NDLTD | 碩 | 暫無口試日期 |
跳繩(Rope Skipping)、垂直跳躍(Vertical Jump)、下肢傷害(Lower Extremity Injuries)、動作捕捉(Motion Capture)、OpenPose(OpenPose) 跳繩(Ro... | ||||
111 | 建立矽晶圓... 建立矽晶圓廠晶棒品質檢驗製程作業員之最佳機台操作順序 (Establishing the Best Equipment Operation Sequence for Ingot Quality Inspection Process Operators in Silicon Wafer Fabrication Plant) | NTHU NDLTD | 碩 | 2.00 |
FlexSim(FlexSim)、晶棒品質檢驗製程(Wafer Quality Inspection Process)、操作順序(Operation Sequence)、基因演算法(Genetic Algorithm)、FlexScript(FlexScript)、最佳化(Optimization) FlexS... | ||||
111 | 矽晶圓長晶... 矽晶圓長晶製程生產排程最佳化研究 (Optimization research on scheduling the silicon wafer crystal growth process) | NTHU NDLTD | 碩 | 1.96 |
排程最佳化(Scheduling Optimization)、粒子群演算法(Particle Swarm Optimization (PSO))、FlexSim模擬(FlexSim Simulation) 排程最佳化... | ||||
111 | 單晶矽長晶... 單晶矽長晶製程之即時缺陷檢測與停機決策機制 (Real-time Defect Detection and Stopping Rule for Single Crytal Silicon Growth Process) | NTHU NDLTD | 碩(提早入學) | 1.46 |
柴氏長晶法(Czochralski Method)、即時物件偵測(Real-Time Image Detection)、晶體缺陷檢測(Crystal Defect Detection)、智慧製造(Smart Manufacturing) 柴氏長晶法... | ||||
111 | 利用六標準... 利用六標準差設計提高半導體長晶製程良率之研究 (Utilizing Design for Six Sigma to Improve Yield of Semiconductor Crystal Growth Process) | NTHU NDLTD | 碩 | 1.87 |
長晶製程(ingot growth process)、實驗設計(six sigma design)、PID控制器(PID controller)、模擬軟體(simulation software)、良率提升(yield improvement) 長晶製程(... | ||||
111 | 矽晶圓長晶... 矽晶圓長晶製程人力派工優化與排程最佳化研究 (Manpower Dispatching Improvement and Scheduling Optimization in Semiconductor Crystal Growth Process) | NTHU NDLTD | 碩 | 2.16 |
排程最佳化(Scheduling Optimization)、人力派工(Manpower Allocation)、粒子群演算法(Particle Swarm Optimization)、柴式長晶法(CZ Crystal Growth Process)、FlexSim模擬(FlexSim simulation) 排程最佳化... | ||||
111 | 探討大型空... 探討大型空調系統PID與最佳迴歸變頻策略 (The Investigation of PID and Optimal Regression Variable-Frequency Policies for Large Air-Conditioning Systems) | NTHU NDLTD | 碩 | 2.08 |
大型空調系統(Large air-conditioning system)、PID 控制邏輯(PID control logic)、迴歸預測(Regression prediction)、最佳化(Optimization)、基因演算法(Genetic Algorithm)、電量動態看板(Dynamic Kanban) 大型空調系... | ||||
111 | 建立大型空... 建立大型空調系統水側全系統之動態模擬 (使用Simulink) (Constructing a Dynamic Simulation model for Air-Conditioning System via Simulink) | NTHU NDLTD | 碩 | 2.08 |
空調水側系統(Large air-conditioning system)、冰水主機(Water side of air-conditioning system)、冰水泵(Chiller machine)、冷卻水泵(Chilling pump)、冷卻水塔(Cooling tower)、最佳化控制(Cooling pump)、動態系統模擬(dynamic system simulation) 空調水側系... | ||||
110 | 創新AI模... 創新AI模型應用於偵測動靜脈廔管狹窄 (A Novel AI Model for Automatically Detecting Arteriovenous Fistula Stenosis) | NTHU NDLTD | 碩 | 1.99 |
動靜脈廔管狹窄(Sample Entropy)、血管聲音(Resnet 50)、實驗設計(ANN) 動靜脈廔管... | ||||
110 | 晶圓製造廠... 晶圓製造廠空調元件之最佳化節能策略與變頻邏輯分析 (The Optimal Energy-Saving Strategy and Analysis of Variable-Frequency Control Logic for Air-Conditioning System in a Semiconductor Factory) | NTHU NDLTD | 碩 | 2.08 |
空調水側系統(Central air-conditioning system)、基因演算法(Genetic Algorithm (GA))、元件運轉頻率最佳化(Optimal components' operation frequency)、預測模型(Prediction model)、PID控制邏輯(PID control logic) 空調水側系... | ||||
109 | 胸部 X-... 胸部 X-RAY肺部腫瘤之自動化與智能化檢測 (Automated and Intelligent Inspection of Lung Tumor in Chest X-RAY images) | NTHU NDLTD | 碩 | 2.10 |
肺部腫瘤(Lung tumor)、胸部X-RAY(chest X-ray)、人工智慧(artificial intelligence)、自動化與智能化檢測(automated and intelligent detection)、影像辨識(image recognition)、分類模型(classification model) 肺部腫瘤(... | ||||
109 | 應用經驗模... 應用經驗模態分解於血管音判斷洗腎患者動靜脈廔管狹窄之研究 (Application of Empirical Mode Decomposition to Vascular Sound Predict Arteriovenous Fistula Stenosis in Hemodialysis) | NTHU NDLTD | 碩 | 2.08 |
血液透析(Hemodialysis)、血管聲音(Vascular sounds)、動靜脈廔管(Arteriovenous (AV) fistula)、廔管狹窄(Fistula stenosis)、EMD 去噪(EMD denoise) 血液透析(... | ||||
109 | 統計穩健之... 統計穩健之自動化缺陷檢驗機制-應用於碳化矽半導體晶片 (An Automatic and Statistical Robust Defect Detection Framework for Silicon Carbride Wafers) | NTHU NDLTD | 碩 | 2.01 |
碳化矽(Silicon Carbide (SiC) semiconductor)、影像辨識(Image recognition)、物件偵測(Object detection)、Mask R-CNN(Mask R-CNN)、參數設計(Parameter Design)、實驗設計(Design of Experiment) 碳化矽(S... | ||||
109 | 半導體單晶... 半導體單晶長晶製程斷線之即時穩健偵測機制 (A Real-time Robust Detection Mechanism for the Lost-Structure of Semiconductor Single Crystal Growth) | NTHU NDLTD | 碩 | 2.01 |
長晶製程(Crystal Growth Process)、即時物件偵測(Real-time Object Detection)、統計穩健性(Statistical Robust)、YOLO(YOLO) 長晶製程(... | ||||
109 | OISF自... OISF自動檢驗可靠度提升及轉移學習之研究 (Studies on Improvement of Oxidation Induced Stacking Faults Automatic Inspection Reliability and Transfer Learning) | NTHU NDLTD | 碩 | 2.21 |
物件偵測模型(Object Detection)、Mask R-CNN(Mask R-CNN)、OISF缺陷(OISF)、柴式長晶法(CZ method)、轉移學習(Transfer Learning)、深度學習(Deep Learning)、可靠度(Reliability) 物件偵測模... | ||||
109 | 預測股骨頭... 預測股骨頭缺血性壞死-使用人工智慧輔助系統 (Predicting femoral head necrosis-using artificial intelligence assistance system) | NTHU NDLTD | 碩 | 2.66 |
髖關節(feces ischemia necrosis)、影像辨識(image recognition)、卷積神經網路(CNN) 髖關節(f... | ||||
108 | 一般化與最... 一般化與最佳化的估計邏輯: 估計模擬法輸出資料之樣本平均數的績效 (Generalized Song Rule of Variance Estimators for Simulation.) | NTHU NDLTD | 碩 | 1.96 |
批量平均估計量(Batch Mean estimator (BME))、模擬(Simulation)、線性組合(Smallest-batch-sizes linear combination)、樣本平均數變異數(the variance of the sample mean) 批量平均估... | ||||
108 | 半導體長晶... 半導體長晶製程斷線之智能化偵測 (Smart Detection for the Lost-Structure of Semiconductor Crystal Growth) | NTHU NDLTD | 碩 | 1.96 |
長晶製程(Crystal Growth Process)、物件偵測(Object Detection)、深度學習(Deep Learning)、Mask R-CNN(Mask R-CNN) 長晶製程(... | ||||
108 | 碳化矽晶圓... 碳化矽晶圓切片之影像智能化轉換及非破壞性自動化檢驗 (Intelligent Image Transformation and Non-Destructive Automated Inspection of SiC Wafers) | NTHU NDLTD | 碩 | 1.96 |
碳化矽(Silicon Carbide)、非破壞性實驗(Non-Destructive)、Mask R-CNN(Mask R-CNN) 碳化矽(S... | ||||
108 | 利用血管音... 利用血管音分辨洗腎患者動靜脈廔管狹窄之研究 (The Study of Using Vascular-Sounds to Predict Arteriovenous Fistula Stenosis in Hemodialysis) | NTHU NDLTD | 碩 | 1.96 |
血液透析(Hemodialysis)、血管聲音(Vascular sounds)、動靜脈廔管(Arteriovenous (AV) fistula)、廔管狹窄(Fistula stenosis) 血液透析(... | ||||
108 | 晶圓製造廠... 晶圓製造廠空調系統中所有元件的變頻策略之用電量與用電效率最佳化 (Energy Consumption and Energy Efficiency Optimization of Variable - Frequency Strategies for Air Conditioning System in Wafer Manufacturing Plants) | NTHU NDLTD | 碩 | 1.95 |
空調系統(central air-conditioning system)、冰水主機(chiller)、粒子群演算法(Particle Swarm Optimization)、最佳化空調效率(Optimized air-conditioning system)、預測模型(Predict model) 空調系統(... | ||||
108 | 「前瞻性的... 「前瞻性的碳化矽半導體」長晶製程之自動化與智能化檢測 (Automated and Intelligent Inspection of "Prospective Silicon Carbide Semiconductor" in Crystal Growth Process) | NTHU NDLTD | 碩 | 1.95 |
前瞻性的碳化矽半導體(Prospective Silicon carbide (SiC) semiconductor)、人工智慧(Artificial intelligence)、自動化與智能化檢測(Automated and intelligent inspection)、影像辨識(Image recognition)、物件偵測模型(Object detection)、氫氧化鉀 (KOH) 蝕刻(Potassium hydroxide (KOH) etching) 前瞻性的碳... | ||||
108 | 重工隨機系... 重工隨機系統之系統可靠度 – 修正 Song rule 錯誤之解析解 (A Note Correcting Song Rule for System Reliability with Rework) | NTHU NDLTD | 碩 | 3.02 |
隨機系統(stochastic system)、系統可靠度(system reliability)、重工(rework)、模擬(simulation)、解析解(analytical results) 隨機系統(... | ||||
108 | 半導體長晶... 半導體長晶排程毛利率最佳化研究 (Optimal Scheduling of the Ingot Growth Process) | NTHU NDLTD | 碩 | 2.02 |
基因演算法(Genetic Scheduling)、柴式長晶法(CZ method)、排程最佳化(Optimal solution)、毛利率(Gross Profit Rate) 基因演算法... | ||||
107 | 空調系統中... 空調系統中所有元件之變頻最佳化與自動化研究 (The investigation of the optimal variable-frequency control and automation strategy for air-conditioning systems) | NTHU NDLTD | 碩 | 1.96 |
空調系統(central air-conditioning system)、冰水主機(chiller)、冷卻水塔(cooling tower)、冰水泵(chilled water pump)、冷卻水泵(cooling water pump)、自迴歸模型(variable frequency device) 空調系統(... | ||||
107 | 基於深度學... 基於深度學習的晶圓影像辨識與分類 (Wafer-Image Identification and Classification Using Deep Learning Methodology) | NTHU NDLTD | 碩 | 1.96 |
封裝製程(packaging process)、影像辨識(image recognition)、卷積神經網路(CNN) 封裝製程(... | ||||
107 | 半導體固晶... 半導體固晶製程前之不良品自動檢測 (Automatic Detection for Defective Items before Die Bonding Process) | NTHU NDLTD | 碩 | 1.96 |
LED 封裝測試製程(LED package test process)、影像辨識(image recognition)、HSV 色彩空間(HSV color space)、機率密度函數(probability density function) LED 封... | ||||
107 | 利用血管音... 利用血管音診斷洗腎患者動靜脈廔管狹窄 (Vascular-Sounds Characteristics Can Diagnose Arteriovenous Fistula Stenosis in Hemodialysis Patients) | NTHU NDLTD | 碩 | 1.96 |
血液透析(Hemodialysis)、血管聲音(Vascular sounds)、動靜脈廔管(Arteriovenous fistula)、廔管狹窄(Fistula stenosis) 血液透析(... | ||||
107 | 利用眼底圖... 利用眼底圖片建立青光眼分類與預測模型 (Establishing glaucoma classification and prediction model using fundus images) | NTHU NDLTD | 碩 | 1.95 |
青光眼(Glaucoma)、顏色增強算法(Retinex)、卷積類神經網路(Convolutional Neural Network) 青光眼(G... | ||||
107 | 最佳化台電... 最佳化台電契約容量策略 (Optimal Strategy of Taipower Contracted Capacity on Power Load) | NTHU NDLTD | 碩 | 1.94 |
契約容量(Contracted capacity)、基本電費(Demand charge)、超約罰金(Penalty charge)、線路補助費(Power-line subsidy charge)、粒子群演算法 (PSO)(Particle Swarm Optimization (PSO)) 契約容量(... | ||||
107 | 印刷電路板... 印刷電路板材排版利用率最佳化 (Optimized the panelization of printed circuit boards) | NTHU NDLTD | 碩 | 1.94 |
印刷電路板(Printed circuit board (PCB))、PCB- 拼板問題(PCB-panelization)、運送板(Shipping panel)、工作板(Working panel) 印刷電路板... | ||||
107 | 以血管音訊... 以血管音訊號預測動靜脈廔管狹窄 (Prediction of arteriovenous fistula stenosis with Vascular Sounds) | NTHU NDLTD | 碩 | 2.32 |
血管音(vascular sounds)、動靜脈廔管(areriovenous fistula)、血管擴張(stenosis)、廔管阻塞(time domain)、時頻域訊號(frequency domain) 血管音(v... | ||||
106 | 扣環於回火... 扣環於回火製程參數最佳化之研究 (The study of optimal parameters for tempering process on retaining rings) | NTHU NDLTD | 碩 | 4.94 |
反應曲面法(response surface method)、回火(tempering)、扣環(retaining rings)、最佳解(optimal solution) 反應曲面法... | ||||
106 | 以模擬法了... 以模擬法了解系統可靠度問題及快速得到系統可靠度估計解 (Simulation as a Problem Spotter and Solver for System Reliability of Stochastic Networks) | NTHU NDLTD | 碩 | 1.94 |
系統模擬法(System simulation)、離散事件模擬法(Discrete-event simulation)、系統可靠度(System reliability)、解析解結果(Analytical result) 系統模擬法... | ||||
106 | 空調系統之... 空調系統之最佳變頻研究 (The investigation of the optimal variable-frequency strategy for air-conditioning systems) | NTHU NDLTD | 碩 | 1.91 |
冰水主機(central air-conditioning)、冷卻水塔(chiller)、冰水泵(cooling tower)、冷卻水泵(chilled water pump)、變頻(cooling water pump)、動態系統(variable frequency device(VFD)) 冰水主機(... | ||||
105 | 考慮多個重... 考慮多個重工隨機系統之系統可靠度 (System Reliability of Stochastic Systems with Multiple Reworking) | NTHU NDLTD | 碩 | 暫無口試日期 |
隨機系統(stochastic system)、系統可靠度(system reliability)、重工(rework)、模擬(simulation)、解析解(analytical results) 隨機系統(... | ||||
105 | 創新獨立成... 創新獨立成份分析-基於平均數不等式與核密度估計 (A New Independent Component Analysis– Based on Mean-Inequalities and Kernel-Density-Estimation) | NTHU NDLTD | 碩 | 1.97 |
盲訊號分離(Blind source separation)、獨立成份分析(independent component analysis)、統計獨立(statistically independent)、平均數不等式(mean inequality)、核密度估計(kernel density estimation) 盲訊號分離... | ||||
105 | 廔管阻塞血... 廔管阻塞血管音之資料分析 (Data analysis of Vascular Sounds of the Fistula Stenosis) | NTHU NDLTD | 碩 | 1.97 |
獨立成分分析法(Independent components analysis)、訊號分析(Signal Processing)、血管音(Vascular Sounds)、廔管阻塞(Fistula stenosis) 獨立成分分... | ||||
105 | 太陽能電池... 太陽能電池效率提升與成本降低策略之研究---雙層堆疊印刷細電極 (Study on the Improvement of Solar Cell Efficiency and Cost Reduction-Double Printing of Finger Fine-Lines) | NTHU NDLTD | 碩 | 1.90 |
太陽能電池(solar cell)、刮刀(squeegee)、轉換效率(conversion efficiency)、雙重網印技術(double printing technology) 太陽能電池... | ||||
105 | 短住病房策... 短住病房策略對急診室壅塞改善研究-離散事件模擬 (The Impact of Short-Stay Boarding Policy on ED Efficiency: A Discrete-Event Simulation Study) | NTHU NDLTD | 碩 | 1.84 |
急診室(EmergencyDepartment)、國際急診室壅塞指標(NationalEmergencyDepartmentOvercrowdingScore)、離散事件模擬(DiscreteEventSimulation)、共同隨機亂數(CommonRandomNumber) 急診室(E... | ||||
104 | 建立啤酒泡... 建立啤酒泡沫值實驗的同質環境 (Constructing A Monotonic Environment For Beer-Foam Measurement Experiments) | NTHU NDLTD | 碩 | 暫無口試日期 |
啤酒泡沫量測(Foam measuring)、最佳化量測條件(Optimization measuring condition)、多因子試驗設計(Multivariable DOE)、罐裝啤酒(Can beer)、包裝階段干擾(Influence on packaging stage) 啤酒泡沫量... | ||||
103 | 太陽能多晶... 太陽能多晶矽鑄造融化段之探測製程改善 (Improving the Quality of Multicrystalline Silicon Ingot Dipping Process) | NTHU NDLTD | 碩 | 暫無口試日期 |
太陽能多晶矽製程、函數資料分析、數據分析、迴歸分析 太陽能多晶... | ||||
103 | 太陽能晶碇... 太陽能晶碇到晶片製程之最佳派工研究-整合機台與人員配置 (Optimum Dispatching Rule in Solar Ingot-Wafer Manufacturing System-Integration of Machines and Manpower Allocation) | NTHU NDLTD | 碩 | 暫無口試日期 |
派工(Dispatching)、多項式機率分佈派工法則(Multi-nominal distribution dispatch rule)、再生之經驗暨啟發式演算法(Meta-heuristic algorithm)、基因演算法(Genetic Algorithm(GA))、粒子群聚最佳化演算法(Particle Swarm Optimization(PSO)) 派工(Di... | ||||
102 | 建構"估計... 建構"估計建築物耗能"之模擬流程 (Construction of the simulation process of "estimating energy consumption for buildings") | NTHU NDLTD | 碩 | 暫無口試日期 |
能源、Energyplus、流程 能源、En... | ||||
102 | 堆疊式球柵... 堆疊式球柵陣列構裝體之脫層研究 – 材料與幾何參數設計 (A Delamination Study of Stacked BGA Packages – Design of Material and Geometric Parameters) | NTHU NDLTD | 碩 | 暫無口試日期 |
積體電路封裝、脫層、堆疊式球柵陣列構裝體、有限元素法、實驗設計 積體電路封... | ||||
102 | 無鉛無鹵素... 無鉛無鹵素材料之板級可靠度分析研究 (The analysis of board-level reliability using Lead-free and Halogen-free materials) | NTHU NDLTD | 碩 | 暫無口試日期 |
無鉛焊料、無鹵阻燃劑、板級可靠度、板級掉落測試、板級循環彎曲測試、實驗設計、變異數分析、首要數值法則 無鉛焊料、... | ||||
102 | 創新的方法... 創新的方法應用於廔管裝設與血管狹窄的血管音研究 (A Novel Approach for Vascular Sounds of Arteriovenous Fistulas and Vascular Stenoses) | NTHU NDLTD | 碩 | 暫無口試日期 |
血管音、獨立成份分析、血管狹窄、廔管 血管音、獨... | ||||
102 | 半導體封裝... 半導體封裝元件翹曲之研究 — 製程參數及封膠位置對翹曲之影響 (Warpage Study of Semiconductor Packages -- The impact of Process and Location Parameters) | NTHU NDLTD | 碩 | 暫無口試日期 |
半導體封裝(semiconductor packaging)、翹曲(Warpage)、實驗設計(design of experiments)、ANSYS(undefined) 半導體封裝... | ||||
102 | 以多晶矽晶... 以多晶矽晶圓之少數載流子 估計太陽能轉換效率 (A Study of Estimating Solar Transformity as Functions of Polysilicon Wafer’s Minority Carrier Lifetimes) | NTHU NDLTD | 碩 | 暫無口試日期 |
少數載流子(Minority Carrier Lifetime)、太陽能轉換效率(Solar Efficiency)、逐步迴歸(Stepwise Regression)、相關係數(Correlation)、迴歸分析(Regression Analysis) 少數載流子... | ||||
102 | 太陽能多晶... 太陽能多晶矽之「原料組合」最佳化研究 (The Optimization of the” Combinations of Raw Materials” of Solar Polysilicon) | NTHU NDLTD | 碩 | 暫無口試日期 |
少數載流子、太陽能轉換效率、原料充填、迴歸分析、數學規劃 少數載流子... | ||||
101 | 青光眼資料... 青光眼資料分析與分類 (Glaucoma Data Analysis and Classification) | NTHU NDLTD | 碩 | 暫無口試日期 |
倒傳遞類神經網路(Backpropagation neural network)、基因演算法(Genetic algorithm)、青光眼(Glaucoma)、黃斑部(Macula)、視網膜演算法(Retinex)、網膜神經纖維層(Retinal nerve fiber layer) 倒傳遞類神... | ||||
101 | 台灣大專研... 台灣大專研生對藥物濫用的認知、態度、行為之研究 (A study on drug abuse knowledgd, attitude, and behavior for Taiwan college students) | NTHU NDLTD | 碩 | 暫無口試日期 |
藥物濫用(drug-abuse)、藥物濫用知識態度行為(drug-abuse knowledge,attitude, and behavio)、結構方程模型(Structural Equational Modelings (SEM)) 藥物濫用(... |