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Thesis Title   論文題目

A Study on Indirect Cutting Force Estimation in Milling Using Elastic Net Regularization     

彈性網路正則化方法間接估測銑削加工切削力之研究  

First Predicting Time Determination and Envelope Polynomial Fitting for Remaining Useful Life Estimation of Spindle Bearings     

第一預測點判定方法與包絡線多項式擬合於主軸軸承剩餘壽命預估技術發展 

Indirect Cutting Force Estimation in Milling Using Levenberg-Marquardt-Based System Identification and Kalman Filter 

結合Levenberg-Marquardt系統辨識與卡爾曼濾波器之銑削加工切削力間接估測方法 

Remaining Useful Life Prediction of Industrial Spindle Bearings Using the N-BEATS with a Fully Connected Layer Architecture  

運用全連接層架構之N-BEATS方法預測工業主軸軸承剩餘可用壽命 

Evaluation of Fault Diagnosis Performance Using Frequency Spectrum Features of Lathe Spindle Bearing Vibration Signals in a Feedforward Neural Network 

車床主軸軸承振動訊號的頻域特徵於前饋神經網路之故障診斷效能評估 

Application of Transfer Component Analysis and K-Nearest Neighbor Algorithm for Cross-Domain Tube Wrinkle State Estimation in Multiple Tube Bending Machine 

轉移成分分析與K-近鄰演算法於彎管機跨領域之彎管皺褶品質估測應用 

A Study on Cutting Force Estimation in CNC Machine Tools by Using Fading-Memory Kalman Filter 

應用記憶褪去式卡爾曼濾波器估測 CNC 工具機切削力之研究 

Prediction of Remaining Useful Life in Spindle Bearing Using Vibration Signal Envelope and Gated Recurrent Unit Network 

運用振動訊號包絡線與門控循環單元網路於主軸軸承之剩餘可用壽命預測 

Fault Diagnosis of Lathe Spindle Bearings Based on RCMFDE and Support Vector Machine 

基於RCMFDE和支持向量機用於車床主軸軸承之故障診斷 

Multiple Degree of Freedom Magnet- Spring Based Nonlinear Oscillator for Electromagnetic Induction-Based Energy Harvesting and Its parameters Study 

多自由度非線性振盪器於電磁感應獵能之應用與其參數探討  

Indirect Estimation of Cutting Force in Milling Process Using Inverse Problem Analysis 

利用反問題分析間接估測銑削加工之切削力 

Tube Wrinkle State Estimation through Tube Bending Machine Servo Signal Analysis 

彎管機伺服訊號分析應用於彎管皺褶品質估測 

Application of first predicting time and XGBoost to predict the remaining useful life of spindle bearing    

應用第一預測點與極限梯度提升法於主軸軸承之剩餘可用壽命預測 

Application of Deep Convolutional Autoencoder and Long Short-Term Memory Network for Health Indicator Quantification and Remaining Useful Life Prediction of Spindle Bearing   

深度卷積自動編碼器與長短期記憶網路應用於主軸軸承健康指標的建立與剩餘可用壽命預測 

Intelligent estimation of remaining useful life for spindle bearing in machine tool with lubrication failure  

工具機主軸軸承潤滑失效之智能化可用餘命估測 

Fault Diagnosis of Gearbox in Rolling Mill through Hilbert-Huang Transform Method 

運用希爾伯特-黃轉換(HHT)對軋鋼機齒輪箱故障診斷

Optimization of structural parameters and Performance Validation on Tri-Stable Piezoelectric Vibration Energy Harvesting System 

三穩態振動壓電獵能系統結構參數最佳化與效能驗證

Online Estimation of Cutting Force in Milling Process through Vibration Measurement and Kalman Filter

卡曼濾波器於銑削加工振動量測之線上切削力估測

Application of vibration signal and long short-term memory network to predict the remaining useful life of rolling element bearings

應用振動訊號與長短期記憶網路於滾子軸承剩餘可用壽命預測

Surface Profile Prediction of Workpiece in Milling Processing Using Convolutional Neural Network through Vibration and Current Signal Analysis

振動和電流訊號分析與卷積神經網路應用於銑削加工之工件表面輪廓預測

LQR and Η∞ modal space control method on electromechanical coupling suspension system of a quarter car for active vibration isolation and comfort evaluation

應用LQR與Η∞ 模態空間控制法於1/4車機電耦合懸吊系統的主動振動隔離與舒適度效能分析

Surface roughness prediction of side milling through artificial intelligence using vibration signal processing and feature extraction techniques 

振動訊號處理與特徵擷取技術結合人工智慧之側銑加工表面粗糙度預測研究

Application of Back-Propagation Neural Network for Tool Wear Monitoring in Milling

運用倒傳遞類神經網路於銑床加工刀具磨耗檢測

Analysis and Prediction for Workpiece's Surface Profile and Surface Roughness in Milling Process Using Vibration Signal Feature and Long Short-Term Memory Network 

振動訊號特徵擷取與長短期記憶網路應用於銑削加工之工件表面形貌與表面粗糙度分析及預測 

Experimental Verification and Performance Comparison of Tri-stable and Bi-stable Vibration Piezoelectric Harvesting Systems 

三穩態與雙穩態振動壓電獵能系統之實驗驗證與效能比較 

Characterization of Vibration Response in Tri-Stable Piezoelectric Energy Harvester

三穩態壓電獵能器之振動響應探討 

Surface Roughness Prediction and Cutting Parameter Optimization in Milling Process

銑削加工過程之表面粗糙度預測及加工參數最佳化 

Prediction for Surface Roughness and Remaining Useful Life of Grinding Wheel Using Grinding Vibration Signal and Long Short-Term Memory Network

應用研磨加工振動訊號與長短期記憶網路於表面粗糙度及砂輪剩餘壽命預測 

Vibration Signal Analysis and Influence Coefficient Algorithm on Dynamic Balance Correction Mechanism for Grinding Disc 

磨床磨盤動平衡校正機制的振動訊號分析與影響係數演算法研究 

Experimental Design and Study on Electromagnetic Induction in Bi-stable vibration Energy Harvesting

電磁感應之雙穩態振動獵能系統實驗設計與研究 

Application of constrained independent component analysis and empirical mode decomposition to diagnose synchronous multiple bearing faults

應用約束獨立成分分析和經驗模態分解法來診斷同步發生之多重軸承故障 

Signal Feature Extraction for Predicting Surface Roughness of Inconel 718 in Milling Process and Cutting Parameter Optimization via Genetic Algorithm 

訊號特徵擷取於銑削加工Inconel 718之表面粗糙度預測以及基因遺傳演算法之加工參數最佳化 

Experimental Validation of Piezoelectric Bi-stable Vibration System for Energy Harvesting

雙穩態壓電振動系統於獵能之實驗驗證 

Study on Degree of Nonlinearity to Performance of Bi-stable Vibration Absorber

非線性程度與雙穩態振動吸收器效能之探討 

Analysis and Prediction for Surface Roughness of Milling Using Vibration Signal and Artificial Neural Network

應用振動訊號與類神經網路於銑削加工之表面粗糙度分析與預測

Application of Support Vector Machine and Vibration Feature Extraction for Identifying Milling Status under Different Rotating Speed

運用支持向量機與振動訊號特徵篩選於不同轉速銑削加工之狀態辨識 

On energy dissipation of bi-stable structure for vibration control and its parameter study

雙穩態結構振動能量消散於振動抑制之應用與其參數設計 

Bi-stable Vibration Structure for Energy Harvesting and Its Parameter Study

雙穩態振動結構於獵能之應用與其參數探討 

On empirical mode decomposition and envelop analysis for roller bearing diagnostics in case of single and double defect

運用經驗模態分解法與包絡線分析於單/雙損傷軸承故障診斷 

Numerical Analysis and Experiment Validation of Dynamic Characteristic Frequency of Angular Contact Ball-Bearing at High Speed Spindle System

高速主軸系統之斜角滾珠軸承動態特徵頻率數值分析及實驗驗證 

Analogy study of center of pressure and principal components analysis based acceleration signal for evaluating human balance

運用主成分分析於加速規訊號模擬壓力中心之人體靜態平衡評估 

Roller Bearing Defect Identification under Variable Rotating Speed Using Hilbert-Huang Transform and Amplitude Normalization via Hardware Implemented Order-Tracking Technique

硬體實現階次追蹤技術結合希爾伯特-黃轉換與振幅正規化於非固定轉速軸承故障診斷研究

Fault Diagnosis of Roller Bearing under Variable Rotation Speed via Hilbert-Huang Transform and Dimensionless Instantaneous Frequency Normalization Techniques

運用希爾伯特黃轉換及無因次單位瞬時頻率正規化技術之特徵擷取於非固定轉速之軸承故障診斷 

Application of EMD and Multi-scale Entropy Analysis to the Roller Bearing Fault Diagnosis under Variable Rotation Speed via Order Tracking Technique

結合經驗模態分解與多尺度熵分析之階次追蹤技術於非固定轉速之軸承故障診斷 

Application of Hilbert-Huang Transform to the Gear Fault Level Diagnosis Based on Principal Component Analysis and Neural Network

希爾伯特-黃變換結合主成份分析與類神經網路在齒輪故障程度之診斷 

Application of Hilbert-Huang Transform to Gear Fault Diagnosis under Variable Speed

希爾伯特黃變換(HHT)於變轉速之齒輪故障診斷之應用 

Application of Hilbert-Huang Transform to the Bearing Fault Diagnosis of Rotating Machinery

希爾伯特-黃變換(HHT)在旋轉機械之軸承故障診斷的應用 

Looseness Fault Identification of Rotating Machinery through Marginal Hilbert Spectrum Analysis

應用希爾伯特黃變換(HHT)之邊際譜分析於旋轉機械的元件鬆脫故障診斷 

Applications of Ensemble Empirical Mode Decomposition (EEMD) and Auto-Regressive (AR) Model for Diagnosing Looseness Faults of Rotating Machinery

總體經驗模態分解法(EEMD)結合自回歸(AR)模型在旋轉機械之元件鬆脫故障診斷之應用