Predictive Eco-Driving Algorithms Combining Longitudinal and Lateral Control with Deep Reinforcement Learning for Hydrogen Autonomous Vehicles Considering Signal Phase and Timing
Principal investigator
Yi-Hsuan Hung
Co-principal investigator
Yu-Hsuan Lin
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
NSTC Research Project2026/08–2029/07
Real-Time System Modeling, Intelligent Energy Management, and Hardware Validation for New-Energy Watercraft Considering Battery State of Health
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
NSTC Research Project2026/08–2027/07
Optimal Energy-Saving Design, Experimental Platform Module Validation, and Prototype Vehicle Development and Promotion of a Coolant/Refrigerant Dual-Loop Hybrid Battery Thermal Management System for Electric Refrigerated Logistics Vehicles
Principal investigator
Yu-Hsuan Lin
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
NSTC Research Project2026/07–2028/06
Optimal Energy-Saving Design, Real-Time Control Validation, and Vehicle Development and Promotion of Innovative Fuel Cell/Lithium-Ion Battery Hybrid Refrigerated Logistics Vehicles
Principal investigator
Yu-Hsuan Lin
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2025
NSTC Research Project2025/08–2026/07
Energy-Saving Nanofluids and Digital Twins for Optimized Thermal/Energy Management and Engineering Validation of Fuel Cell Hybrid Electric Vehicles
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2024
NSTC Research Project2024/08–2025/07
Optimal Integrated System and Controller Design and Engineering Validation of Vehicle Hydrogen/Energy Storage Systems Considering Battery State of Health
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2023
NSTC Research Project2023/06–2024/05
An Automated Driver Assistance System Integrating Real-Time Dynamic Positioning Control, Image Recognition, and Obstacle Avoidance for Autonomous Electric Golf Carts
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2022
NSTC Research Project2022/07–2023/02
Optimal System Configuration and Human–Machine Interface Design for Electric Bus Charging Facilities
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2021
NSTC Research Project2021/08–2024/07
Optimal System Design, Energy Management, and Scaled Demonstration of Fixed/Mobile Charging Stations
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2019
NSTC Research Project2019/08–2022/07
Design of an Optimized Multi-Powertrain Control Unit with Bio-Inspired Optimal Energy Management, Physical Platform Validation, and On-Vehicle Operation
Principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2018
NSTC Research Project2018/12–2019/07
Development of Key Subsystems for AI-Enabled Autonomous Electric Vehicles
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
NSTC Research Project2018/08–2019/07
Tribology, Engine Performance, and PM2.5 Emissions of Four-Stroke Motorcycles Using Multi-Walled Carbon Nanotube/Silica Hybrid Nanolubricants
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Undergraduate Program of Vehicle and Energy Engineering
2017
NSTC Research Project2017/08–2020/07
Heat Transfer Enhancement and Energy-Saving Applications of Far-Infrared Coatings
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2017/08–2018/07
Tribology, Engine Performance, and Particulate Emissions of Four-Stroke Motorcycles Using Nano-Silica Engine Oil
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2017/08–2018/07
Development of High-Efficiency Route Planning and Vehicle Control for Task-Oriented Parent–Child Electric Vehicle Groups
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2017/08–2018/07
System Design and Control Technology Development for Pneumatic Vehicles
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
2016
NSTC Research Project2016/08–2019/07
Energy Management Using Evolutionary Optimization, Real-Time Platform Testing, and Vehicle Validation for Three-Source Electric Vehicles
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2016/08–2017/10
Engine Performance of Four-Stroke Motorcycles Using Engine Oil with Alumina Nanoparticles
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2016/08–2017/01
System Design and Control Development for Electric Motorcycles with Hybrid Electric Motors and Hybrid Energy Storage
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2016/02–2018/01
Alliance for Integrating Supply Chain Information Platforms in the Plumbing Hardware Industry
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
2015
NSTC Research Project2015/08–2016/07
Design of an Integrated Energy/Power Nanofluid Cooling System, Experimental Platform Development, and Electric Vehicle Applications
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
2014
NSTC Research Project2014/12–2017/11
New Thinking, Models, and Effectiveness in Green Energy Engineering Learning: A Study of Flipped Teaching to Inspire Imagination and Creative Thinking and Improve Learning Achievement
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2014/08–2015/07
On-Vehicle Validation of a Hybrid Nanofluid Cooling System for Lightweight Fuel Cell/Lithium-Ion Battery Electric Vehicles
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
2013
NSTC Research Project2013/08–2014/07
Synthesis, Characterization, and Optimization of Nano-Refrigeration Oils and Applications in Hydrocarbon Refrigerant Air-Conditioning Systems
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2013/08–2014/07
Design and Control of an Experimental Nanofluid Cooling System for Green Hybrid Power Modules and On-Vehicle Applications
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2013/08–2014/07
Cloud Control of Robot Groups for Environmental Safety in Industrial Facilities—Subproject IV: Cloud-Based Battery Monitoring and Control for Mobile Robots
Subproject principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
2012
NSTC Research Project2012/08–2014/07
Development of a Nanocarbon/Carbon Nanotube Fluid Manufacturing System Using an Improved Water-Cooled Heat Treatment Method, Fluid Characterization, and Applications
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2012/08–2013/07
Simulation, Control, and Experimental Design of a Novel Fuel Cell/Lithium-Ion Battery Hybrid Nanofluid Cooling System
Principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
NSTC Research Project2012/02–2014/04
Multiscale Optimization Analysis and Design of an Industrial Kilowatt-Class Uninterruptible Backup Fuel Cell System
Co-principal investigator
Yi-Hsuan Hung
Executing unit
Department of Industrial Education
2010
NSTC Research Project2010/08–2011/10
Integrated Matching and Energy Management Design and Experimental Platform Validation of Multiple Green Energy Sources for Electric Vehicles