教師個人簡歷
現職
國立中央大學
工學院機械工程學系
助理教授
專長
人工智慧
機電系統整合
系統動態與控制
車輛動態與控制
Artificial Intelligence
Electromechanical Integration
System Dynamics and Control
Vehicle Dynamics and Control
專長簡述
最高學歷
國立中山大學
機械與機電工程學系
博士
相關連結
政府GRB研究專長領域
教育部學門領域
高教深耕計畫
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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
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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
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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
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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
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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
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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:
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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
國立中央大學