智慧物聯網暨人工智慧應用研究實驗室

Artificial Internet of Things and AI Application Research Lab (AIoT & AI Application Research Lab)

​該實驗室受銘傳大學109學年競爭型計畫補助而建置

 

 

指導教授 (Advisor)

李大衛 David Chunhu Li

Associate  Professor

 

 

實驗室位置 (Location)

銘傳大學桃園校區 Taoyuan Campus, Ming Chuan University

國際學舍FF棟 二樓 FF205室 FF205

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電話 (Telephone)

+886-03-3507001 ext. 3195

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研究領域 (Research Fields)

• ​IoT & IoV Applications
  • ​Smart City
  • Predictive Maintenance Management 
  • Driving Behavior Analysis and Predicting 
  • Usage-based Insurance (UBI)
  • Fleet Management
  • Wearables ​
  • Traffic Simulation 

• Artificial Intelligence

  • Time Series Forecast 

  • Transfer Learning
  • Active Learning
  • Fuzzy Neural Network
  • Deep Learning with Attention 
  • Synthetic Data Generation 

• Cloud Computing & Edge Computing

  • Resource Prediction & Allocation

  • Task & Workload Offloading

• Software Defined Network

  • Programmable Data Plane

  • Programming Protocol-Independent Packet Processors (P4)

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成員 (Members)

• 聯絡人

  • 邱郁靖 (Winnie)  Email: 1092306@mail.mcu.edu.tw​​

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• 專題生

  • 112學年：

    • ​ANDERSON DANIEL TORRES BERNARDO、藍水晶(SI LVINA) 、蘇瑞登(Rayden) 、柯玲萱、陳明龍（Peter) ：Enhancing Environmental Sustainability and CO2 Footprint Reduction in Event Planning through Machine Learning and Deep Learning Optimization

    • 蕭智強(Jeremy）、郭家穎(Jeffery)、吳芃萱(Cindy))、劉虹伶(Lingling)： Integrating Non-dominated Sorting Genetic Algorithm II and Deep Learning Models for Precise Prediction of Electric Vehicle Battery Health and Efficiency

  • 111學年：

    • ​金洢蔆 、方浩偉、童福勝、Leonard Valentino: Deep Learning-Based Prediction of The Fault and Defect Diagnosis of Battery for Electric Vehicles

    • 柯順韓、吳俊德、陳苡綾、Dulguun Khurelbaatar、林柏廷: Layout optimization of electric vehicle charging infrastructure

  • 110學年：

    • TRAN THI MY NGOC (Patrick)、盧雨辰、白泰綸、塔彌爾(Tamir): My Stay - web-based online hotel reservation app including support of Stripe online payment and AI Dialogflow chat bot

    • 古珮均、戴薇、藍于晴、王杰仁、ARTIT CHOMCHAWA ROJ：An Electric Vehicle Charging Demand Big Data Analysis and Forecasting Platform

  • 109學年

    • 黃文城（Dick Hansel Ryan)、董臻、湯翊倢、王仁和：巨量駕駛行為分析及預測之系統設計與開發​

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獎項 (Awards)

• 2021.07，台灣經濟部工業局的國際學生實務研習實習生 2021 TCA International Trainees 

  • ​學生：JAYSON DE ADA FERNANDEZ (JAYSON)

  • 指導老師：李大衛​

• 2020.10，全國雲端APP行動創意應用競賽 大專組第一名

  • 作品名稱：Food Friend Social System 

  • 學生：徐奕彬、何冠豫、陳新妤 (Kezia Flaviana Irene Tamus)、王詩玲（Bew)

  • 指導老師：林育慶、陳文輝、李大衛​

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