近三年第一作者#，通讯作者*

2025年

（1）  Wenqi Zhang, Yong Yu, Zhongyuan Yuan∗, Peipei Tang, Bo Gao，Data-driven pre-training framework for reinforcement learning of air-source heat pump (ASHP) systems based on historical data in office buildings: Field validation， Energy & Buildings，2025（332）

（2） Shiqi Wang, Zhongyuan Yuan∗, Kim Tiow Ooi, Xiangyu Chang, Nanyang Yu，Optimization of performance under off-design conditions for dual-pressure organic Rankine cycle with hot source splitting，Energy Nexus，2025（17）

（3）LIANG Chenchen, YUAN Yanping, Zhongyuan Yuan∗, YU Nanyang，Smoke Exhaustion Characteristics and Critical Shaft Height of Natural Ventilation in Slope Tunnel Fires，Journal of Thermal Science，2025（3）

（4） Guanghui Yao , Zhongyuan Yuan∗，Yuanyi Xie , Nanyang Yu，Study on the multifactorial influences on maximum excess temperature in tunnel fires with a two-point smoke exhaust system，Thermal Science and Engineering Progress，2025（66）

（5） Guanghui Yao , Zhongyuan Yuan∗，Yuanyi Xie , Nanyang Yu，Smoke control during a fire in tunnels equipped with point extraction ventilation considering different vent settings，Applied Thermal Engineering，2025（279）

2024年

（1）Ruixin Lv, Zhongyuan Yuan∗，Bo Lei，A high-fidelity digital twin predictive modeling of air-source heat pump using FCPM-SBLS algorithm，Journal of Building Engineering，2024（87）.

（2）Shiqi Wang, Zhongyuan Yuan∗，Nanyang Yu, Off-design condition optimization of organic Rankine cycle based on genetic algorithm, Energy and Built Environment, 2024(5).

（3） Shiqi Wang , Xiangyu Chang , Zhongyuan Yuan∗， Kim Tiow Ooi , Nanyang Yu，Off-design performance optimization for steam-water dual heat source ORC systems，Process Safety and Environmental Protection，2024（191）

（4）Guanghui Yao, Zhongyuan Yuan∗，Chenchen Liang, Nanyang Yu，Regression prediction of critical exhaust volumetric flow rate in tunnel fire with two-point extraction ventilation based on neural network method，Case Studies in Thermal Engineering，2024（62）

（5）Chenchen Liang, Zhongyuan Yuan∗，Haoyu Qu， Nanyang Yu， The Effect of Slope on Smoke Characteristics of Natural Ventilation Tunnel with Shafts，Buildings，2024

其他年份

(1) Shiqi Wang, Zhongyuan Yuan∗，Nanyang Yu, Thermo-economic optimization of organic Rankine cycle with steam-water dual heat source, Energy, 2023(274).

(2) Shiqi Wang, Zhongyuan Yuan∗，Nanyang Yu, Design and Optimization of a Waste Heat Recovery Organic Rankine Cycle System with a Steam–Water Dual Heat Source, Energy Technology, 2023.

(3) Shiqi Wang, Zhongyuan Yuan∗，Nanyang Yu, Thermo-economic optimization design of steam-water organic Rankine cycle with splitting flow, Case Studies in Thermal Engineering, 2023(47).

(4) Bo Gao, Ji Ni, Zhongyuan Yuan∗，Nanyang Yu, Pump-Valve Combined Control of a HVAC ChilledWater System Using an Artificial Neural Network Model, Energies, 2023(16).

(5) Ruixin Lv, Zhongyuan Yuan∗，Bo Lei，Building thermal load prediction using deep learning method considering time-shifting correlation in feature variables, Journal of Building Engineering, 2022(61).

(6) Peng Zhao, Zhongyuan Yuan∗，Chenchen Liang, Yanping Yuan, Yuanyi Xi, Nanyang Yu, Experimental investigation on ceiling temperature characteristics induced by weak and strong fire plumes in tunnel fires equipped with two-point extraction ventilation using smoke extraction channel, Tunnelling and Underground Space Technology, 2022(124)

(7) Peng Zhao, Zhongyuan Yuan∗，Nanyang Yu, Chenchen Liang, Effect of heat release rate and exhaust vent settings on the occurrence of plug-holing during tunnel fires with two-point extraction ventilation, Tunnelling and Underground Space Technology, 2020(106).

(8) Peng Zhao, Tao Chen, Zhongyuan Yuan∗， Yuanyi Xie, Nanyang Yu, Critical shaft height for complete smoke exhaustion during fire at the worst longitudinal fire location in tunnels with natural ventilation,Fire Safety Journal, 2020(116).