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Zhijian Liu

North China Electric Power University - Department of Power Engineering

SCHOLARLY PAPERS

25

DOWNLOADS

1,144

TOTAL CITATIONS

4

Scholarly Papers (25)

1.

Accurate and Efficient Urban Wind Prediction at City-Scale with Memory-Scalable Graph Neural Network

Number of pages: 48 Posted: 28 Jun 2023
Zhijian Liu, Siqi Zhang, Xuqiang Shao and Zhaohui Wu
North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 137 (544,251)
Citation 3

Abstract:

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Wind velocity field simulation, Graph neural network, Deep Learning, CFD, Subgraph partitioning, GPU memory optimization

2.

Biological Aerosol Transmission Characteristics and Exposure Risk Assessment in a Typical Biosafety Laboratory

Number of pages: 23 Posted: 19 Nov 2024
North China Electric Power University - Department of Power Engineering, North China Electric Power University, Beijing Institute of Technology - School of Mechanical Engineering, North China Electric Power University - Department of Power Engineering, North China Electric Power University and Guangdong University of Technology
Downloads 132 (551,165)

Abstract:

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Biosafety laboratory, virus-laden aerosol, airborne transmission, biosafety cabinet, exposure risk assessment

3.

Physiological Strain Under Two Different Wet Bulb Temperatures During Daylong Humid Heat Exposure

Number of pages: 33 Posted: 03 Jan 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering and KU Leuven
Downloads 83 (783,685)

Abstract:

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humid heatwave, wet bulb temperature, daylong exposure, thermoregulation, heat stroke

Research on the Distributionally Robust Optimization Configuration and Operation Methods of Integrated Energy Systems Under Different Time Scales

Number of pages: 34 Posted: 07 Mar 2025
affiliation not provided to SSRN, North China Electric Power University, North China Electric Power University, affiliation not provided to SSRN, North China Electric Power University, University of Science and Technology of China (USTC) and North China Electric Power University - Department of Power Engineering
Downloads 48 (1,119,531)

Abstract:

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Integrated Energy System, Source-Load Uncertainty, Distributionally Robust Optimization, Capacity Configuration Optimization, Long- and Short-Term Time Scales

Research on the Distributionally Robust Optimization Configuration and Operation Methods of Integrated Energy Systems Under Different Time Scales

Number of pages: 34 Posted: 09 Mar 2025
affiliation not provided to SSRN, North China Electric Power University, North China Electric Power University, affiliation not provided to SSRN, North China Electric Power University, University of Science and Technology of China (USTC) and North China Electric Power University - Department of Power Engineering
Downloads 31 (1,341,098)

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Integrated Energy System, Source-Load Uncertainty, Distributionally Robust Optimization, Capacity Configuration Optimization, Long- and Short-Term Time Scales

5.

Estimating the Restraint of SARS-CoV-2 Spread by a Conventional Medical Air-Cleaning Device: Based on an Experiment in a Typical Dental Clinical Setting

Number of pages: 25 Posted: 11 Nov 2022
North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering, Chinese People's Liberation Army General Hospital, Beijing Institute of Microbiology and Epidemiology - State Key Laboratory of Pathogen and Biosecurity and Beijing Institute of Microbiology and Epidemiology - State Key Laboratory of Pathogen and Biosecurity
Downloads 64 (933,592)

Abstract:

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dental clinic, bioaerosol, COVID-19, air-cleaning device, healthcare workers

6.

A Data-Driven Approach to Estimate Flow Fields from Sparse Distributed Sensors in Negative Pressure Wards

Number of pages: 29 Posted: 25 Dec 2024
North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering and Beijing Institute of Technology - School of Mechanical Engineering
Downloads 63 (933,592)

Abstract:

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data-driven approach, sparse sensors, numerical simulation datasets, modal decomposition, flow field reconstruction

7.

Airborne Bioaerosol Transmission in Hospital Waiting Corridor: Characteristic, Exposure Risk and Evaluation of Prevention Strategies

Number of pages: 33 Posted: 05 Jun 2025
North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, Beijing Institute of Technology - School of Mechanical Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 58 (989,921)

Abstract:

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Bioaerosol release experiment, hospital waiting corridor, Ω-vortex identification, exposure risk, bioaerosol controlling methods

8.

A Novel Design Strategy to Interrupt the Diffusion of Exhaled Aerosols: An Integrated Experimental-Numerical Investigation

Number of pages: 20 Posted: 16 Aug 2022
North China Electric Power University - Department of Power Engineering, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, Guangzhou Medical University - State Key Laboratory of Respiratory Disease and Guangzhou Medical University - State Key Laboratory of Respiratory Disease
Downloads 49 (1,074,648)

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Bioaerosol experiment, Isolation ward, Ventilation effectiveness, Partial partition

9.

Quantitative Evaluation of Uv Disinfection Efficiency: Effects of Relative Humidity and Lamp Arrangement on Bioaerosol Inactivation

Number of pages: 17 Posted: 04 Mar 2025
North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering and affiliation not provided to SSRN
Downloads 47 (1,097,529)

Abstract:

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bioaerosol, far-UVC, relative humidity, UV lamp matrix arrangement, inactivation rate constants

10.

Research on Ventilation Performance and Optimization of Substation Chimney Coupled with Indoor Thermal Plume in Buildings

Number of pages: 26 Posted: 02 Sep 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 47 (1,109,210)

Abstract:

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Transformer room, Chimney, Thermal plume, Simulation

11.

Susceptibility and Exposure Risk to Airborne Aerosols in Intra-Urban Microclimate: Evidence from Subway System of Mega-Cities

Number of pages: 41 Posted: 22 Aug 2023
North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, Beijing Institute of Technology - School of Mechanical Engineering, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering and North China Electric Power University - Department of Power Engineering
Downloads 45 (1,133,231)

Abstract:

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Intra-urban microclimate, real-world subway system, bioaerosol airborne transmission, exposure risk, sustainable urbanization

12.

The effect of a backpack air conditioner on heat strain during physical activities in hot environments

Number of pages: 24 Posted: 10 Dec 2025
Huanyu Yue, Huijuan Xu, Zhijian Liu and Bin Cao
Tsinghua University, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering and Tsinghua University - Department of Building Science
Downloads 42 (1,196,171)

Abstract:

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personal comfort system, Liquid cooling garment, Heat strain, Physical activity, Thermal Comfort

13.

Assessment of the Air Disinfection Effect of Low-Concentration Ozone in a Closed Environment

Number of pages: 18 Posted: 24 Mar 2023
North China Electric Power University - Department of Power Engineering, North China Electric Power University, affiliation not provided to SSRN, North China Electric Power University and North China Electric Power University - Department of Power Engineering
Downloads 41 (1,196,171)

Abstract:

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low-concentration ozone, disinfection, ultraviolet, bioaerosol, Airborne transmission

14.

Quantitative Evaluation of the Air Disinfection Effect of 222 Nm Uvgi In A Novel Wind Tunnel Testing System

Number of pages: 17 Posted: 07 Apr 2025
North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN and North China Electric Power University - Department of Power Engineering
Downloads 39 (1,196,171)

Abstract:

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bioaerosols, 222 nm excimer lamp, temperature and RH, inactivation rate constant

15.

Physiological and Perceptual Responses of Firefighters Wearing Protective Clothing Under Various Ambient Temperature and Activity Conditions

Number of pages: 37 Posted: 03 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tsinghua University - Department of Building Science, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering and KU Leuven
Downloads 35 (1,263,436)
Citation 1

Abstract:

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Firefighting, protective clothing, occupational heat stress, thermal physiology, perceptual responses

16.

Quantitative and Mechanistic Analysis of Background Particle Influence on Serratia Marcescens Bioaerosol Concentration Reduction

Number of pages: 22 Posted: 02 May 2024
North China Electric Power University - Department of Power Engineering, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University - Department of Power Engineering, North China Electric Power University and North China Electric Power University - Department of Power Engineering
Downloads 28 (1,345,526)

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Bioaerosols, Airborne transmission, Confined space, Bactericidal effect, Background particle

17.

Aggravated Exposure Risks of Children to Multipath Transmitted Pathogens in Indoor Environments

Number of pages: 23 Posted: 12 Jul 2023
North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, Beijing Institute of Technology - School of Mechanical Engineering, Chinese Academy of Sciences (CAS) - State Key Laboratory of Environmental Chemistry and Ecotoxicology, Guangzhou Medical University - State Key Laboratory of Respiratory Disease, North China Electric Power University - Department of Power Engineering and North China Electric Power University - Department of Power Engineering
Downloads 28 (1,345,526)

Abstract:

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Exposure risk assessment, bioaerosol dispersion, airborne and contact transmission, susceptibility of children

18.

Quantitative and Mechanistic Analysis of Background Particle Influence on Bioaerosol Concentration Reduction

Number of pages: 21 Posted: 13 Mar 2024
North China Electric Power University - Department of Power Engineering, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University - Department of Power Engineering, North China Electric Power University and North China Electric Power University - Department of Power Engineering
Downloads 25 (1,399,036)

Abstract:

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Airborne transmission, Closed environment, Bioaerosols, Background particle concentration, Bactericidal effect

19.

A Novel Design Strategy to Confine the Transmission of Exhaled Aerosols: An Integrated Experimental-Numerical Investigation

Number of pages: 21 Posted: 12 Oct 2023
North China Electric Power University, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, North China Electric Power University, North China Electric Power University - Department of Power Engineering, Guangzhou Medical University - State Key Laboratory of Respiratory Disease and Guangzhou Medical University - State Key Laboratory of Respiratory Disease
Downloads 23 (1,411,822)

Abstract:

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Bioaerosol experiment, Isolation ward, Ventilation effectiveness, Partial partition

20.

Quantitative Evaluation of Uvc Disinfection Efficiency in Air Duct: Effects of Relative Humidity and Lamp Arrangement on Bioaerosol Inactivation

Number of pages: 22 Posted: 19 Aug 2025
North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, Academy of Military Medical Sciences, Academy of Military Medical Sciences and North China Electric Power University - Department of Power Engineering
Downloads 21 (1,436,435)

Abstract:

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bioaerosol, far-UVC, relative humidity, UV lamp matrix arrangement, inactivation rate constants

21.

Dual-Zone Electrostatic Assisted Filters: Quantifying Corona Charging vs. Polarizing Effects on Bacterial Disinfection Across Diverse Species

Number of pages: 24 Posted: 05 Jun 2025
North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering and Chinese Academy of Sciences (CAS)
Downloads 20 (1,448,301)

Abstract:

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electrostatic assisted filtration, bioaerosol, disinfection, charging effect, Indoor air quality

22.

Research on Bi-Level Distributionally Robust Optimal Configuration and Operation Method for Integrated Energy System with Hybrid Energy Storage

Number of pages: 42 Posted: 29 Apr 2026
affiliation not provided to SSRN, Tsinghua University, North China Electric Power University, affiliation not provided to SSRN, North China Electric Power University, affiliation not provided to SSRN, North China Electric Power University, North China Electric Power University - Department of Power Engineering, Massey University, affiliation not provided to SSRN and Xinjiang University
Downloads 17 (1,481,165)

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Capacity Configuration Optimization, Bi-Level Distributionally Robust Optimization, Integrated Energy System, Long- and Short-Term Time Scales, Source-Load Uncertainty

23.

Research on Optimal Operation Methods for Integrated Electricity-Cooling-Heating-Hydrogen Energy Systems Based on Cross-Seasonal Hydrogen Storage

Number of pages: 31 Posted: 01 Jul 2025
North China Electric Power University - Department of Power Engineering, affiliation not provided to SSRN, North China Electric Power University, affiliation not provided to SSRN, affiliation not provided to SSRN, Shandong University and Massey University
Downloads 15 (1,509,872)

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Integrated energy system, Hybrid energy storage, Cross-seasonal hydrogen storage, Optimization operation, Multi-time scales, Renewable energy utilization

24.

Comparative Analysis of Heat–Power Decoupling Technologies and Hot-Water Tank Optimization for Deep Peak Shaving of a 350 MW Supercritical CHP Unit

Number of pages: 36 Posted: 13 Jun 2026
North China Electric Power University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and North China Electric Power University - Department of Power Engineering
Downloads 6

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combined heat and power, heat–power decoupling, hot-water tank, capacity optimization, economic analysis

25.

First Exploration on Applying the LSTM Model to Calculate the Bioaerosol Trajectory

Posted: 10 Aug 2022
North China Electric Power University - Department of Power Engineering, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University - Department of Power Engineering, North China Electric Power University - Department of Power Engineering, North China Electric Power University and North China Electric Power University - Department of Power Engineering

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LSTM model, bioaerosol trajectory, Lagrange method, DRW model, Discrete phase model