E3 Center
I-Yun Lisa Hsieh 謝依芸

I-Yun Lisa Hsieh

謝依芸
Principal Investigator

Associate Professor,

Department of Civil Engineering

(Joint Appointment: Chemical Engineering),

National Taiwan University

About

Dr. I-Yun Lisa Hsieh is an Associate Professor in the Computer-Aided Engineering Division of the Department of Civil Engineering at National Taiwan University (NTU), with a joint appointment in the Department of Chemical Engineering. Her research focuses on data-driven and AI-enabled methods to understand and optimize the coupling among energy, transportation, and logistics systems in the transition to net-zero infrastructure. By integrating engineering system modeling, machine learning, and policy analysis, her work develops analytical frameworks that support sustainable energy planning and low-carbon mobility transitions.

Dr. Hsieh received her Ph.D. in Chemical Engineering from the Massachusetts Institute of Technology (MIT), where her research centered on energy system modeling and vehicle electrification policy. She received her B.S. from National Taiwan University with double majors in Chemical Engineering and Finance.

She leads the NTU E3 (Energy, Economics, and Environment) Research Group, which develops scalable pathways for sustainable energy transitions by combining optimization methods, artificial intelligence, and real-world operational data. Her research addresses key challenges in decarbonizing interconnected energy and transportation systems, including evaluating the environmental impacts of low-carbon transportation through integrated transportation modeling and life-cycle assessment, improving renewable energy system reliability through AI-based wind and solar forecasting, and assessing the techno-economic feasibility of emerging technologies such as energy storage, hydrogen systems, and renewable energy integration. Her work also explores the role of vehicle-to-everything (V2X) systems in enabling flexible interactions between transportation and power systems.

Dr. Hsieh collaborates with industry and government partners to translate research insights into real-world applications in sustainable energy systems and low-carbon logistics. She currently serves on the Editorial Board of Communications Earth & Environment (Nature Portfolio), handling submissions in the Energy and Resources domain.

Her work has received several recognitions, including the Outstanding Young Transportation Professional Award from the Chinese Institute of Transportation, the Environmental Science & Technology Best Paper Award, and the Outstanding Scholar Award from National Taiwan University, awarded twice.

Research Interest

  • Smart Grid Modeling
  • Energy Management Systems
  • Low Carbon Logistics

Awards

Outstanding Young Transportation Professional Award 傑出運輸青年獎
Chinese Institute of Transportation
Outstanding Scholar Award 臺大宗倬章先生拔萃學者
National Taiwan University
Excellence Team Award 學生組卓越獎
Ørsted Sustainable Innovation Accelerator
Outstanding Teaching Award 優良教學獎
National Taiwan University
2022 ES&T Best Paper Award
Environmental Science & Technology · Top 7% journal (IF = 11.4) in Environmental Science category
Outstanding Scholar Award 臺大勇源拔萃學者
National Taiwan University

External Engagements

Editorial Board
Communications Earth & Environment · Nature portfolio journal
Energy Data Consultant (Part-time)
NextDrive Co., Ltd. · Taipei, Taiwan

Publications

Jan. 2026Super-Resolution Wind Mapping with Deep Learning for Scalable Renewable Energy PlanningJun-Wei Ding, I-Yun Lisa HsiehCommunications Earth & Environment, Vol. 7Jan. 2026Digitalization and decarbonization in last-mile logistics: a life cycle assessment of proof of delivery systemsHung-Jui Lin, Hsuan-Po Lin, I-Yun Lisa HsiehTransportation LettersJun. 2026Integrated assessment of boiler air pollution control policy: Impacts on emissions, air quality, and public health in TaiwanDennis Kao, Hung-Jui Lin, I-Chun Tsai, I-Yun Lisa HsiehAtmospheric Pollution Research, Vol. 17Apr. 2026Equity in Carbon Pricing: Impacts on Household Carbon Burdens Across Different DemographicsCheng-Hsiang Shei, John Chung-En Liu, I-Yun Lisa HsiehEcological Economics, Vol. 242Jul. 2026Probabilistic Electricity Demand Forecasting for Buildings Using a Variational Mode Decomposition-Attentive Quantile NetworkChun-Hao Huang, Yu-Shin Hu, I-Yun Lisa HsiehEnergy and Buildings, Vol. 366Jun. 2026Sector-specific Decarbonization Effects of High-Speed Rails ExpansionsSunbin Yoo, Junya Kumagai, Hung-Jui Lin, Tomoaki Nakaishi, I-Yun Lisa HsiehEnergy Economics, Vol. 158Jun. 2026DGPDT: Detection-Guided and Prompt-Driven Transformers for Automated and Generalizable Cobb Angle EstimationChih-Yi Lu, Chen-Hung Tu, Chun-Yi Hsieh, Chi-Kuang Feng, I-Yun Lisa HsiehIEEE Transactions on Medical ImagingDec. 2026Decarbonizing heavy-duty refrigerated truck operations: An empirical analysis of point-to-point inbound cold-chain freightPei-Ci Chen, Hung-Jui Lin, Hsuan-Po Lin, I-Yun Lisa HsiehResearch in Transportation Business & Management, Vol. 69 2025能源新未來:永續策略與實踐I-Yun Lisa Hsieh, Chon Man TamYi Pin Publishing (一品出版社)Jan. 2025Enhancing Urban Energy Resilience: Vehicle-to-Grid (V2G) Strategies Within Electric Scooter Battery Swapping EcosystemsYuan-Hsi Chien, I-Yun Lisa HsiehSustainable Cities and Society, Vol. 118Apr. 2025Optimizing Urban Energy Flows: Integrative Vehicle-to-Building Strategies and Renewable Energy ManagementJian Hern Yeoh, Kai-Yun Lo, I-Yun Lisa HsiehEnergy Conversion and Management: X, Vol. 26Apr. 2025Costs and Carbon: Evaluating the Tradeoffs in Taiwan’s Shift Toward Electric VehiclesJing-Siou Tseng, Yuan-Hsi Chien, Ruo-Wen Chen, I-Yun Lisa HsiehInternational Journal of Sustainable Transportation, Vol. 19Apr. 2025Real-Time Unmet Demand-Driven Relocation Policy to Improve Service Capacity of Shared E-MopedsJia-Cherng Song, I-Yun Lisa Hsieh, Chuin-Shan ChenJournal of Urban Management, Vol. 14May 2025Quantifying Carbon Emissions in Cold Chain Transport: A Real-World Data-Driven ApproachHung-Jui Lin, Pei-Ci Chen, Hsuan-Po Lin, I-Yun Lisa HsiehTransportation Research Part D: Transport and Environment, Vol. 142Jun. 2025AI-driven Short-term Load Forecasting Enhanced by Clustering in Multi-type University Buildings: Insights Across Building Types and Pandemic PhasesYu-Shin Hu, Kai-Yun Lo, I-Yun Lisa HsiehJournal of Building Engineering, Vol. 104Dec. 2025Assessment and Sensitivity Analysis of Electric Vehicle Charging Costs in Taiwan: A Levelized Cost Model ApproachChon Man Tam, I-Yun Lisa HsiehTransportation Planning Journal, Vol. 54Aug. 2024Distributional Effects of Carbon Pricing: An Analysis of Income-Based Versus Expenditure-Based ApproachesCheng-Hsiang Shei, John Chung-En Liu, I-Yun Lisa HsiehJournal of Cleaner Production, Vol. 465Aug. 2024Role of Hydrogen Fuel Cells in Achieving Road Transport Decarbonization: a Case Study From TaiwanWei-Hsuan Chen, Ian Chen, Jo-Chen Meg Lin, I-Yun Lisa HsiehInternational Journal of Hydrogen Energy, Vol. 80Sep. 2024Evaluating the Feasibility and Economics of Hydrogen Storage in Large-scale Renewable Deployment for DecarbonizationYuan-Shin Fu, I-Yun Lisa HsiehEnergy Strategy Reviews, Vol. 55Sep. 2024Assessing Levelized Cost of Electric Vehicle Recharging in ChinaChon Man Tam, I-Yun Lisa Hsieh, Xin SuniScience, Vol. 27Oct. 2024The Cost of Green: Analyzing the Economic Feasibility of Hydrogen Production From Offshore Wind PowerJun-Wei Ding, Yuan-Shin Fu, I-Yun Lisa HsiehEnergy Conversion and Management: X, Vol. 24Dec. 2024Reanalysis and Ground Station Data: Advanced Data Preprocessing in Deep Learning for Wind Power PredictionJun-Wei Ding, Ming-Ju Chuang, Jing-Siou Tseng, I-Yun Lisa HsiehApplied Energy, Vol. 375Dec. 2024Comparison and Strategic Outlook of International Solid Recovered Fuel StandardsDennis Kao, Tzu-Hsien Chuang, I-Yun Lisa HsiehJournal of Taiwan Energy, Vol. 11Dec. 2024Green Transformation of Bus Shelters: Implementation and Benefits of Solar Photovoltaic and Energy Storage TechnologiesYuan-Hsi Chien, I-Yun Lisa HsiehJournal of Taiwan Energy, Vol. 11May 2024Reducing supply risk of critical materials for clean energy via foreign direct investmentXin Sun, Han Hao, Clara Galeazzi, Tomer Fishman, Dengye Xun, Magnus Ericsson, Gang Liu, I-Yun Lisa Hsieh, Zongwei Liu, Fuquan ZhaoNature Sustainability, Vol. 7Jan. 2023Evaluating Vehicle Fleet Electrification Against Net-Zero Targets in Scooter-Dominated Road TransportChia-Yu Tsai, Tsung-Heng Chang, I-Yun Lisa HsiehTransportation Research Part D: Transport and Environment, Vol. 114Jan. 2023Beyond Personal Vehicles: How Electrifying Scooters Will Help Achieve Climate Mitigation Goals in TaiwanYuan-Hsi Chien, I-Yun Lisa Hsieh, Tsung-Heng ChangEnergy Strategy Reviews, Vol. 45Sep. 2023Impacts of Electric Fleet Charging Patterns Under Different Solar Power Penetration Levels: Hourly Grid Variations and Operating EmissionsWei-Chun Tseng, I-Yun Lisa HsiehTransportation Research Part D: Transport and Environment, Vol. 122Sep. 2023Transitioning From Illegal Rooftop Dwellings to Solar Pv: Market-based Incentive Design and Techno-economic AnalysisYu-Jui Chang, I-Yun Lisa HsiehEnergy Strategy Reviews, Vol. 49Nov. 2023Techno-economic Analysis of Lithium-ion Battery Price Reduction Considering Carbon Footprint Based on Life Cycle AssessmentWei-Hsuan Chen, I-Yun Lisa HsiehJournal of Cleaner Production, Vol. 425Dec. 2023Towards Nearly Zero-Energy Buildings: Smart Energy Management of Vehicle-to-Building (V2B) Strategy and Renewable Energy SourcesKai-Yun Lo, Jian Hern Yeoh, I-Yun Lisa HsiehSustainable Cities and Society, Vol. 99Dec. 2023Sparse Trip Demand Prediction for Shared E-Scooter Using Spatio-Temporal Graph Neural NetworksJia-Cherng Song, I-Yun Lisa Hsieh, Chuin-Shan ChenTransportation Research Part D: Transport and Environment, Vol. 125Dec. 2023Environmental Benefits and Ownership Costs of University Fleet Electrification: A Case Study of National Taiwan UniversityHan-Sheng Huang, I-Yun Lisa HsiehJournal of the Chinese Institute of Transportation, Vol. 35Jan. 2023Driving a sustainable road transportation transformationAshish Verma, Jennifer Dunn, Alejandro Tirachini, Casper Boongaling Agaton, I-Yun Lisa Hsieh, Ahmad Mayyas, Shahana Althaf, Miloš N. MladenovićOne Earth, Vol. 6Dec. 2022Assessing Power Sector Carbon Emission Intensity in Taiwan: Status Quo and Net-zero Future PerspectivesWei-Chun Tseng, Hou-Chuan Chen, Tsung-Heng Chang, Tien-Yu Chang, I-Yun Lisa HsiehJournal of Taiwan Energy, Vol. 9Dec. 2022Sankey-Diagram-Based Insights Into Taiwan’s Energy Flow: Status Quo and Net-Zero FutureKai-Yun Lo, Ting-Ling Chien, Hsin-Yun Tsai, I-Yun Lisa HsiehJournal of Taiwan Energy, Vol. 9May 2022An Integrated Assessment of Emissions, Air Quality, and Public Health Impacts of China's Transition to Electric VehiclesI-Yun Lisa Hsieh, Guillaume P. Chossière, Emre Gençer, Hao Chen, Steven Barrett, William H. GreenEnvironmental Science & Technology, Vol. 56Nov. 2021China's vehicle electrification impacts on sales, fuel use, and battery material demand through 2050: Optimizing consumer and industry decisionsShiqi Ou, I-Yun Lisa Hsieh, Xin He, Zhenhong Lin, Rujie Yu, Yan Zhou, Jessey BouchardiScience, Vol. 24Jul. 2020Transition to Electric Vehicles in China: Implications for Total Cost of Ownership and Cost to SocietyI-Yun Lisa Hsieh, William H. GreenSAE International Journal of Sustainable Transportation, Energy, Environment, & Policy, Vol. 1Sep. 2020Transition to electric vehicles in China: Implications for private motorization rate and battery marketI-Yun Lisa Hsieh, Menghsuan Sam Pan, William H. GreenEnergy Policy, Vol. 144Jun. 2020Recharging systems and business operations to improve the economics of electrified taxi fleetsI-Yun Lisa Hsieh, Ashley Nunes, Menghsuan Sam Pan, William H. GreenSustainable Cities and Society, Vol. 57Apr. 2019Learning only buys you so much: Practical limits on battery price reductionI-Yun Lisa Hsieh, Menghsuan Sam Pan, Yet-Ming Chiang, William H. GreenApplied Energy, Vol. 239Dec. 2018Incorporating Multiple Uncertainties into Projections of Chinese Private Car Sales and StockI-Yun Lisa Hsieh, Paul Natsuo Kishimoto, William H. GreenTransportation Research Record, Vol. 2672