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林苑婷

Lin, Yuan-Ting

yuanting@ncu.edu.tw

高教深耕計畫

機械系-林苑婷
1120101~1121231

國科會計畫統計

智慧型輪椅輔助動力系統(II)
1140801~1150731
應用強化學習於具備多等級多排列模式的MircoLED巨量轉移技術之研究
1130801~1141031
[Micro LED,巨量轉移,強化學習,雷射轉移 , Micro LED, ,Mass Transfer,Reinforcement Learning,Laser Mass Transfer]
自行車智能動力輔助系統控制器之開發
1120601~1130531
[自行車,電動輔助自行車,強化學習,外力觀測器,動力輔助控制 , Bicycles,Human-Electric Bike,Power-assist Control,Reinforcement Learning,External force Observer]
智慧型輪椅輔助動力系統
1120301~1130831
[輪椅,駕駛者意圖預測,強化學習,外力估測,觀測器 , Wheelchair,Reinforcement Learning,Driver intention prediction,Unknown External Force Prediction,Observer.]

產學合作計畫統計

IoT大數據之應用：電動車診斷維修專家系統之開發(二)
1140101~1141231
[專家系統,貝葉斯網路,期望最大化算法,故障診斷學習演算法 , Expert System,Bayesian Network,Expectation-Maximization Method,Fault Diagnosis Learning Algorithms]
機車彎行煞車穩定控制核心技術(I)(II)(III)
1130801~1160731
[煞車防鎖死系統,車速估測,彎道煞車防鎖死系統 , ABS,Speed estimation,Cornering ABS]
IoT大數據之應用：電動車智能故障診斷系統之開發(一)
1130101~1131231
[智能故障診斷模型,故障樹,貝葉斯機率網路,人工智慧 , Intelligent fault diagnosis model,Fault tree,Bayesian network,Artificial intelligence]
ATV TCS及最佳化能量管理控制策略分析
1121001~1140228
[全地形車輛,防滑驅動力控制,能量管理,強化學習 , ATV,Traction Control System,Energy management,Reinforcement learning]
自行車智能動力輔助系統控制器之開發
1120601~1130531
[自行車,電動輔助自行車,強化學習,外力觀測器 , Bicycles,Human-Electric Bike,Power-assist Control,Reinforcement Learning,External force Observer]

期刊著作

Machined quality prediction and optimization for micro-EDM drilling of semi-conductive SiC wafer
Materials Science in Semiconductor Processing, 169, 2024-01-01
[ Assisting electrode,Deep neural network,Electric discharge machining,Particle swarm optimization,Semi-conductive SiC wafer ]
Temperature-Controlled Laser Cutting of an Electrical Steel Sheet Using a Novel Fuzzy Logic Controller
Mathematics, 11, 23, 2023-12-01
[ electrical steel,heat affected zone,laser cutting,PID-type fuzzy logic controller,roundness,temperature control ]
Design of combined brake system for light weight scooters
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 236, 4, 665-675, 2022-03-01
[ braking system,CBS,combined brake system,motorcycle,Scooter ]
A design method for a variable combined brake system for motorcycles applying the adaptive control method
Machines, 9, 2, 1-18, 2021-02-01
[ Adaptive control,Brake system,Cam profile design,CBS,Motorcycle,Variable combined brake system ]
Research on parameter optimization for the energy management system of hybrid electric vehicle
Journal of Technology, 30, 4, 289-301, 2015-01-01
[ Energy management system,Hybrid electric vehicle,Simplex method ]
Development of an auxiliary mode powertrain for hybrid electric scooter
International Journal of Automotive Technology, 15, 5, 805-814, 2014-01-01
[ Dynamic simulation model,Efficiency,Fuel consumption,Hybrid electric scooter ]

研討會著作

Server-less Real-time Vision-based Autonomous Follower Robot for All-Terrain Applications
2025-06-01
[ Autonomous Follower Robot,Following control,Serverless Real-time Vision-based Autonomous Follower Robot ]
智慧型電動輔助自行車之控制策略
2025-05-16
[ 強化學習,Q-learning,電動輔助自行車,輔助策略 ]
A Fault Detection Scheme for Cooling System of EV Power Motor with Limited Training Data
2025-04-25
[ Fault detection,Multiple linear regression,Deep learning,Principal component analysis,Bayesian inference ]
A Reinforcement Learning Based Optimal Scheme for Micro-LEDs Mass Transfer
2025-04-25
[ Micro LED,Laser induced forward transfer (LIFT),Mass transfer,Reinforcement learning ]
Serverless Real-time Vision-based Autonomous Follower Robot for All-Terrain Applications
648-653, 2025-01-01
強化學習用於小型電動ATV之能量管理研究
782-787, 2024-11-15
[ 強化學習,Q-learning,電動車能量管理 ]
毫米晶片逐顆品質分類之最佳化演算法及放置策略優化研究
2023-12-01
[ 遺傳演算法,KD-Tree,取放問題,品質分類 ]
應用機器學習輔助加工產品平面導角之檢測技術研究
2023-11-17
[ 影像辨識,邊緣檢測,訊號處理,人工智慧,參數識別 ]
Study of energy management optimization for hybrid electric scooter using dynamic programming
2649-2654, 2011-07-07
[ dynamic programming,energy management system,feedforward neural network,hybrid electric scooters ]
Dynamic simulation model for hybrid electric scooters
1464-1469, 2009-12-01

校外榮譽

114 [美國土木工程師學會] 2024 ASCE Outstanding Reviewer

校內獲獎

114 論文進步獎
114 優良產學貢獻獎
112 新進教師補助
111 新聘傑出獎(舊制)

著作審查：

113 ~ 114 Journal of Energy Engineering - ASCE ISSN 0733-9402 EISSN 1943-7897
Fault Diagnosis Method for Proton Exchange Membrane Fuel Cells Based on the Fusion of Deep Learning and Ensemble Learning

林苑婷

Lin, Yuan-Ting

現職

專長

專長簡述

最高學歷

相關連結

科技部學門領域

政府GRB研究專長領域

教育部學門領域

高教深耕計畫

機械系-林苑婷 1120101~1121231

國科會計畫統計

智慧型輪椅輔助動力系統(II) 1140801~1150731

應用強化學習於具備多等級多排列模式的MircoLED巨量轉移技術之研究 1130801~1141031 [Micro LED,巨量轉移,強化學習,雷射轉移 , Micro LED, ,Mass Transfer,Reinforcement Learning,Laser Mass Transfer]

自行車智能動力輔助系統控制器之開發 1120601~1130531 [自行車,電動輔助自行車,強化學習,外力觀測器,動力輔助控制 , Bicycles,Human-Electric Bike,Power-assist Control,Reinforcement Learning,External force Observer]

智慧型輪椅輔助動力系統 1120301~1130831 [輪椅,駕駛者意圖預測,強化學習,外力估測,觀測器 , Wheelchair,Reinforcement Learning,Driver intention prediction,Unknown External Force Prediction,Observer.]

產學合作計畫統計

IoT大數據之應用：電動車診斷維修專家系統之開發(二) 1140101~1141231 [專家系統,貝葉斯網路,期望最大化算法,故障診斷學習演算法 , Expert System,Bayesian Network,Expectation-Maximization Method,Fault Diagnosis Learning Algorithms]

機車彎行煞車穩定控制核心技術(I)(II)(III) 1130801~1160731 [煞車防鎖死系統,車速估測,彎道煞車防鎖死系統 , ABS,Speed estimation,Cornering ABS]

IoT大數據之應用：電動車智能故障診斷系統之開發(一) 1130101~1131231 [智能故障診斷模型,故障樹,貝葉斯機率網路,人工智慧 , Intelligent fault diagnosis model,Fault tree,Bayesian network,Artificial intelligence]

ATV TCS及最佳化能量管理控制策略分析 1121001~1140228 [全地形車輛,防滑驅動力控制,能量管理,強化學習 , ATV,Traction Control System,Energy management,Reinforcement learning]

自行車智能動力輔助系統控制器之開發 1120601~1130531 [自行車,電動輔助自行車,強化學習,外力觀測器 , Bicycles,Human-Electric Bike,Power-assist Control,Reinforcement Learning,External force Observer]

期刊著作

Machined quality prediction and optimization for micro-EDM drilling of semi-conductive SiC wafer Materials Science in Semiconductor Processing, 169, 2024-01-01 [ Assisting electrode,Deep neural network,Electric discharge machining,Particle swarm optimization,Semi-conductive SiC wafer ]

Temperature-Controlled Laser Cutting of an Electrical Steel Sheet Using a Novel Fuzzy Logic Controller Mathematics, 11, 23, 2023-12-01 [ electrical steel,heat affected zone,laser cutting,PID-type fuzzy logic controller,roundness,temperature control ]

Design of combined brake system for light weight scooters Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 236, 4, 665-675, 2022-03-01 [ braking system,CBS,combined brake system,motorcycle,Scooter ]

A design method for a variable combined brake system for motorcycles applying the adaptive control method Machines, 9, 2, 1-18, 2021-02-01 [ Adaptive control,Brake system,Cam profile design,CBS,Motorcycle,Variable combined brake system ]

Research on parameter optimization for the energy management system of hybrid electric vehicle Journal of Technology, 30, 4, 289-301, 2015-01-01 [ Energy management system,Hybrid electric vehicle,Simplex method ]

Development of an auxiliary mode powertrain for hybrid electric scooter International Journal of Automotive Technology, 15, 5, 805-814, 2014-01-01 [ Dynamic simulation model,Efficiency,Fuel consumption,Hybrid electric scooter ]

研討會著作

Server-less Real-time Vision-based Autonomous Follower Robot for All-Terrain Applications 2025-06-01 [ Autonomous Follower Robot,Following control,Serverless Real-time Vision-based Autonomous Follower Robot ]

智慧型電動輔助自行車之控制策略 2025-05-16 [ 強化學習,Q-learning,電動輔助自行車,輔助策略 ]

A Fault Detection Scheme for Cooling System of EV Power Motor with Limited Training Data 2025-04-25 [ Fault detection,Multiple linear regression,Deep learning,Principal component analysis,Bayesian inference ]

A Reinforcement Learning Based Optimal Scheme for Micro-LEDs Mass Transfer 2025-04-25 [ Micro LED,Laser induced forward transfer (LIFT),Mass transfer,Reinforcement learning ]

Serverless Real-time Vision-based Autonomous Follower Robot for All-Terrain Applications 648-653, 2025-01-01

強化學習用於小型電動ATV之能量管理研究 782-787, 2024-11-15 [ 強化學習,Q-learning,電動車能量管理 ]

毫米晶片逐顆品質分類之最佳化演算法及放置策略優化研究 2023-12-01 [ 遺傳演算法,KD-Tree,取放問題,品質分類 ]

應用機器學習輔助加工產品平面導角之檢測技術研究 2023-11-17 [ 影像辨識,邊緣檢測,訊號處理,人工智慧,參數識別 ]

Study of energy management optimization for hybrid electric scooter using dynamic programming 2649-2654, 2011-07-07 [ dynamic programming,energy management system,feedforward neural network,hybrid electric scooters ]

Dynamic simulation model for hybrid electric scooters 1464-1469, 2009-12-01

校外榮譽

校內獲獎

著作審查：

機械系-林苑婷
1120101~1121231

智慧型輪椅輔助動力系統(II)
1140801~1150731

應用強化學習於具備多等級多排列模式的MircoLED巨量轉移技術之研究
1130801~1141031
[Micro LED,巨量轉移,強化學習,雷射轉移 , Micro LED, ,Mass Transfer,Reinforcement Learning,Laser Mass Transfer]

自行車智能動力輔助系統控制器之開發
1120601~1130531
[自行車,電動輔助自行車,強化學習,外力觀測器,動力輔助控制 , Bicycles,Human-Electric Bike,Power-assist Control,Reinforcement Learning,External force Observer]

智慧型輪椅輔助動力系統
1120301~1130831
[輪椅,駕駛者意圖預測,強化學習,外力估測,觀測器 , Wheelchair,Reinforcement Learning,Driver intention prediction,Unknown External Force Prediction,Observer.]

IoT大數據之應用：電動車診斷維修專家系統之開發(二)
1140101~1141231
[專家系統,貝葉斯網路,期望最大化算法,故障診斷學習演算法 , Expert System,Bayesian Network,Expectation-Maximization Method,Fault Diagnosis Learning Algorithms]

機車彎行煞車穩定控制核心技術(I)(II)(III)
1130801~1160731
[煞車防鎖死系統,車速估測,彎道煞車防鎖死系統 , ABS,Speed estimation,Cornering ABS]

IoT大數據之應用：電動車智能故障診斷系統之開發(一)
1130101~1131231
[智能故障診斷模型,故障樹,貝葉斯機率網路,人工智慧 , Intelligent fault diagnosis model,Fault tree,Bayesian network,Artificial intelligence]

ATV TCS及最佳化能量管理控制策略分析
1121001~1140228
[全地形車輛,防滑驅動力控制,能量管理,強化學習 , ATV,Traction Control System,Energy management,Reinforcement learning]

自行車智能動力輔助系統控制器之開發
1120601~1130531
[自行車,電動輔助自行車,強化學習,外力觀測器 , Bicycles,Human-Electric Bike,Power-assist Control,Reinforcement Learning,External force Observer]

Machined quality prediction and optimization for micro-EDM drilling of semi-conductive SiC wafer
Materials Science in Semiconductor Processing, 169, 2024-01-01
[ Assisting electrode,Deep neural network,Electric discharge machining,Particle swarm optimization,Semi-conductive SiC wafer ]

Temperature-Controlled Laser Cutting of an Electrical Steel Sheet Using a Novel Fuzzy Logic Controller
Mathematics, 11, 23, 2023-12-01
[ electrical steel,heat affected zone,laser cutting,PID-type fuzzy logic controller,roundness,temperature control ]

Design of combined brake system for light weight scooters
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 236, 4, 665-675, 2022-03-01
[ braking system,CBS,combined brake system,motorcycle,Scooter ]

A design method for a variable combined brake system for motorcycles applying the adaptive control method
Machines, 9, 2, 1-18, 2021-02-01
[ Adaptive control,Brake system,Cam profile design,CBS,Motorcycle,Variable combined brake system ]

Research on parameter optimization for the energy management system of hybrid electric vehicle
Journal of Technology, 30, 4, 289-301, 2015-01-01
[ Energy management system,Hybrid electric vehicle,Simplex method ]

Development of an auxiliary mode powertrain for hybrid electric scooter
International Journal of Automotive Technology, 15, 5, 805-814, 2014-01-01
[ Dynamic simulation model,Efficiency,Fuel consumption,Hybrid electric scooter ]

Server-less Real-time Vision-based Autonomous Follower Robot for All-Terrain Applications
2025-06-01
[ Autonomous Follower Robot,Following control,Serverless Real-time Vision-based Autonomous Follower Robot ]

智慧型電動輔助自行車之控制策略
2025-05-16
[ 強化學習,Q-learning,電動輔助自行車,輔助策略 ]

A Fault Detection Scheme for Cooling System of EV Power Motor with Limited Training Data
2025-04-25
[ Fault detection,Multiple linear regression,Deep learning,Principal component analysis,Bayesian inference ]

A Reinforcement Learning Based Optimal Scheme for Micro-LEDs Mass Transfer
2025-04-25
[ Micro LED,Laser induced forward transfer (LIFT),Mass transfer,Reinforcement learning ]

Serverless Real-time Vision-based Autonomous Follower Robot for All-Terrain Applications
648-653, 2025-01-01

強化學習用於小型電動ATV之能量管理研究
782-787, 2024-11-15
[ 強化學習,Q-learning,電動車能量管理 ]

毫米晶片逐顆品質分類之最佳化演算法及放置策略優化研究
2023-12-01
[ 遺傳演算法,KD-Tree,取放問題,品質分類 ]

應用機器學習輔助加工產品平面導角之檢測技術研究
2023-11-17
[ 影像辨識,邊緣檢測,訊號處理,人工智慧,參數識別 ]

Study of energy management optimization for hybrid electric scooter using dynamic programming
2649-2654, 2011-07-07
[ dynamic programming,energy management system,feedforward neural network,hybrid electric scooters ]

Dynamic simulation model for hybrid electric scooters
1464-1469, 2009-12-01