Yiqun Pan

ORCID: 0000-0003-4890-4378
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About
Contact & Profiles
Research Areas
  • Building Energy and Comfort Optimization
  • Wind and Air Flow Studies
  • Smart Grid Energy Management
  • Sustainable Building Design and Assessment
  • Energy Efficiency and Management
  • Integrated Energy Systems Optimization
  • Environmental Impact and Sustainability
  • Urban Heat Island Mitigation
  • Energy Load and Power Forecasting
  • Facilities and Workplace Management
  • Microgrid Control and Optimization
  • Refrigeration and Air Conditioning Technologies
  • Heat Transfer and Optimization
  • Solar Thermal and Photovoltaic Systems
  • Infection Control and Ventilation
  • Hybrid Renewable Energy Systems
  • Air Quality Monitoring and Forecasting
  • Noise Effects and Management
  • Optical Network Technologies
  • Power Systems and Renewable Energy
  • BIM and Construction Integration
  • Geothermal Energy Systems and Applications
  • Advanced Battery Technologies Research
  • Electric Vehicles and Infrastructure
  • Greenhouse Technology and Climate Control

Tongji University
2015-2024

Beijing University of Posts and Telecommunications
2023-2024

State Key Laboratory of Information Photonics and Optical Communications
2023-2024

University of Electronic Science and Technology of China
2020

Huainan Mining Industry Group (China)
2007

The BIM-based building energy simulation plays an important role in sustainable design on the track of achieving net-zero carbon stock by 2050. However, issues BIM-BEM interoperability make process inefficient and less automatic. insufficient semantic information may lead to results inaccurate while error-prone geometry will terminate engine. Defective models authoring tools lagging behind standard often cause failures creating a clean that is acceptable This project aims develop workflow...

10.3390/buildings12020221 article EN cc-by Buildings 2022-02-16

During the pre-design stage of buildings, reliable long-term prediction thermal loads is significant for cooling/heating system configuration and efficient operation. This paper proposes a surrogate modeling method to predict all-year hourly in high resolution retail, hotel, office buildings. 16 384 models are simulated EnergyPlus generate load database, which contains 7 crucial building features as inputs outputs. K-nearest-neighbors (KNN) chosen data-driven algorithm approximate surrogates...

10.1016/j.enbenv.2022.06.008 article EN cc-by-nc-nd Energy and Built Environment 2022-06-25
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