刘吉营

2026

办公楼相变辐射供冷系统热舒适性及能源柔性潜力评估

《山东建筑大学学报》

2026

基于电解槽效率和成本模型的可再生能源制氢园区设备容量优化

《热力发电》

DOI

2026

供热热负荷预测方法研究综述

《煤气与热力》

2026

基于改进CNN-LSTM和多目标霜冰算法的综合能源系统优化调度

《综合智慧能源》

2026

基于风光预测的氧化铝溶出绿电-熔盐协同供能系统多目标优化

《热力发电》

DOI

2026

Navigating the Trade-Off Between Decarbonization and Thermal Comfort: A Simulation-Driven Optimization for Office Buildings Under Health Constraints

Buildings

DOI

2026

Heterogeneous Deep Integration Model Framework for Typical VAV–Reheat Air Conditioning Systems

Buildings

DOI

2026

Impact of urban spatial configurations on pedestrian wind comfort and ventilation effectiveness in complex high-density urban blocks

Journal of Asian Architecture and Building Engineering

DOI

2026

Multi-Objective Optimization of a Hydrogen-Coupled Integrated Energy System with Cascade Waste-Heat Utilization for Low-Carbon Industrial Parks

Energies

DOI

2026

Heating Load Forecasting Using Multi-Scale Trend-Aware Features and a PSO-Optimized CNN-BiLSTM-Attention Model

Applied Sciences

DOI

2026

Forecasting-driven multi-objective optimal configuration of a wind-solar-molten salt hybrid energy system for the alumina digestion process

Applied Thermal Engineering

DOI

2025

铝用阳极炭素生产工艺能效分析与余热回收策略

《节能》

2025

基于负荷预测的住宅楼地板辐射供冷系统多目标调控研究

《山东建筑大学学报》

2025

光伏双层玻璃幕墙发电效率的影响因素

《节能》

2025

基于屋顶光伏系统的室内热环境模拟研究

《节能》

2025

基于AHP-熵权法的室内环境系统综合评价方法及指标研究

《节能》

2025

基于反向传播神经网络和遗传算法的地源热泵运行策略优化

《制冷技术》

2025

基于NSGA-Ⅲ算法的综合能源系统多目标容量优化

《区域供热》

DOI

2025

基于阶梯碳交易的考虑多阶段规划的长期园区综合能源系统优化

《制冷与空调(四川)》

2025

基于SSA-CNN-SVM的小区供热二次网供水温度预测

《山东建筑大学学报》

2025

基于机器学习多模型预测的PEMEC工作参数综合评价与对比分析

《制冷与空调(四川)》

2025

预焙阳极焙烧炉天然气掺氨燃烧及排放特性数值模拟研究

《炭素技术》

DOI

2025

太阳辐照度机器学习模型预测能力分析

《煤气与热力》

DOI

2025

城市交通空气污染暴露评价及行人最优路径规划

《山东建筑大学学报》

2025

城市街谷污染物与热浪耦合作用下的行人健康风险评估

《山东建筑大学学报》

2025

基于CFD的单通道质子交换膜电解槽性能分析

《山东建筑大学学报》

2025

A Hierarchical Control Framework for HVAC Systems: Day-Ahead Scheduling and Real-Time Model Predictive Control Co-Optimization

Energies

DOI

2025

Vegetation Configuration Effects on Microclimate and PM2.5 Concentrations: A Case Study of High-Rise Residential Complexes in Northern China

Atmosphere

DOI

2025

The Hydrogen Trade-Off: Optimizing Decarbonization Pathways for Urban Integrated Energy Systems

Buildings

DOI

2025

Study on the ground temperature response induced by GSHP system operation under different geological conditions

Geothermics

DOI

2025

Balancing thermal comfort and pollutant mitigation in street canyons: a multi-objective optimization of tree and building configurations

Environmental science and pollution research international

DOI

2025

Enhancing Air Conditioning System Efficiency Through Load Prediction and Deep Reinforcement Learning: A Case Study of Ground Source Heat Pumps

Energies

DOI

2025

Advanced techniques for electricity consumption prediction in buildings using comparative correlation analysis, data normalization, and Long Short-Term Memory (LSTM) networks: A case study of a U.S. commercial building

Energy Reports

DOI

2025

A flexibility-integrated dual-layer multi-objective optimization framework for building air conditioning systems

Applied Thermal Engineering

DOI

2025

A Systematic Review of Building Energy Consumption Prediction: From Perspectives of Load Classification, Data-Driven Frameworks, and Future Directions

Applied Sciences

DOI

2025

Interactive effects of deciduous tree and evergreen shrub configurations on pedestrian thermal comfort and pollutant exposure within winter street canyons

Building Simulation

DOI

2025

Intelligent Operation Strategies for PVT-ASHP Heating and Hot Water Systems in Industrial Parks Based on Reinforcement Learning

Energy Engineering

DOI

2025

Analysing the Impact of Data Normalization on Levenberg-Marquardt Backpropagation (LMBP) Neural Network Predictions for Indoor Air Quality

E3S Web of Conferences

DOI

2025

Multi-objective optimization of integrated energy systems in natural gas industrial zones: Enhancing performance through variable hydrogen blending ratios

Applied Thermal Engineering

DOI

2025

Optimization and Scheduling of Green Power System Consumption Based on Multi-Device Coordination and Multi-Objective Optimization

Energy Engineering

DOI

2024

Optimal Design of Air Treatment for an Adsorption Water-Harvesting System

Sustainability，Vol. 16, No. 14

DOI

2024

基于?损分析的地源热泵地板辐射供冷系统运行优化

《山东建筑大学学报》

2024

基于多目标优化的多能互补冷热电联产系统运行优化研究

《热力发电》

2024

基于机器学习算法的某地源热泵系统能耗研究

《区域供热》

2024

基于改进神经网络算法预测康定市某小区供热负荷

《四川建筑》

2024

基于层次分析法的地板辐射供冷系统应用性分析

《系统仿真技术》

2024

Exploring the Comprehensive Integration of Artificial Intelligence in Optimizing HVAC System Operations: A Review and Future Outlook

Results in Engineering

DOI

2024

Optimizing long-term park-level integrated energy system through multi-stage planning: A study incorporating the ladder-type carbon trading mechanism

Results in Engineering

DOI

2024

Coordinated optimization design of buildings and regional integrated energy systems based on load prediction in future climate conditions

Applied Thermal Engineering

DOI

2024

Experimental study on the operating characteristic of a combined radiant floor and fan coil cooling system

Energy and Buildings

DOI

2024

The development of radiant floor cooling system (RFCS): System type, control strategy, and application

Results in Engineering

DOI

2024

Cool Facades and Pavements: Mitigating Heat Stress and Improving Urban Thermal Conditions in Affordable Housing Project – a Case Study in Thailand

Future Cities and Environment

DOI

2024

Predicting hourly heating load in residential buildings using a hybrid SSA–CNN–SVM approach

Case Studies in Thermal Engineering

DOI

2024

A bi-level optimization method for regional integrated energy system considering uncertainty and load prediction under climate change

Journal of Building Engineering

DOI

2024

A Comparative Analysis of Machine Learning Algorithms in Predicting the Performance of a Combined Radiant Floor and Fan Coil Cooling System

Buildings

DOI

2024

Investigating the Impact of Data Normalization Methods on Predicting Electricity Consumption in a Building Using different Artificial Neural Network Models.

Sustainable cities and society

DOI

2024

Predictive and correlational analysis of heating energy consumption in four residential apartments with sensitivity analysis using long Short-Term memory and Generalized regression neural network models

Sustainable Energy Technologies and Assessments

DOI

2024

Numerical analysis, design and application of a decentralized ventilation system with a heat recovery unit adapting to Nordic climates: A case study in Norway

Energy Reports

DOI

2024

Potential application of radiant floor cooling systems for residential buildings in different climate zones

Building Simulation

DOI

2023

基于PSO-LSSVM模型空调负荷预测研究

《煤气与热力》

2023

山东典型地区办公建筑地板辐射供冷系统分析

《山东建筑大学学报》

2023

未来气候变化下超低能耗建筑多目标优化

《山东建筑大学学报》

2023

基于BIM的居住建筑室内甲醛和TVOC浓度预测研究

《山东建筑大学学报》

2023

Spatial distribution of PM2.5 concentration around high-rise residential buildings during peak traffic hours in autumn and winter seasons

Indoor and Built Environment

DOI

2023

Investigating the reliability of estimating real-time air exchange rates in a building by using airborne particles, including PM1.0, PM2.5, and PM10: A case study in Suzhou, China

Atmospheric pollution research

DOI

2023

Hourly Heat Load Prediction for Residential Buildings Based on Multiple Combination Models: A Comparative Study

Buildings

DOI

2023

A bi-level optimization method for a regional integrated energy system under climate change conditions

Building Simulation Conference Proceedings

DOI

2023

Indoor Temperature Control of Radiant Ceiling Cooling System Based on Deep Reinforcement Learning Method

Buildings

DOI

2023

Shift work duration and heatstroke risk among healthcare workers during hot summer months: A modelling study across 34 Chinese cities

Building and Environment

DOI

2023

Experimental study on indoor vertical temperature distribution characteristics of floor air supply system in summer

Other Conferences

DOI

2023

Correction

Journal of Asian Architecture and Building Engineering

DOI

2023

A review of the control optimization and application potential of the radiant floor cooling system

Building Simulation Conference Proceedings

DOI

2023

Modeling the effects of urban form on ventilation patterns and traffic-related PM2.5 pollution in a central business area of Bangkok

Building and Environment

DOI

2023

Numerical Simulation of the Ventilation and Fire Conditions in an Underground Garage with an Induced Ventilation System

Buildings

DOI

2023

Developing simplified numerical calculation and BP neural network modeling for the cooling capacity in a radiant floor cooling system

Journal of Asian Architecture and Building Engineering

DOI

2023

Sensitivity analysis of indoor air distribution performances in an office room with ceiling cooling and mechanical ventilation

Science and Technology for the Built Environment

DOI

2023

Thermal properties of radiant floor surface materials and numerical evaluation of the thermal performance

BioResources

DOI

2023

Experimental study on the operating characteristic of a combined radiant floor and fan coil heating system: A case study in a cold climate zone

Energy and Buildings

DOI

2023

A Numerical Study on the Exergy Performance of a Hybrid Radiant Cooling System in an Office Building: Comparative Case Study and Analysis

Buildings

DOI

2023

Multi-objective optimization of energy-saving measures and operation parameters for a newly retrofitted building in future climate conditions: A case study of an office building in Chengdu

Energy Reports

DOI

2023

Application potential analysis of different control strategies for radiant floor cooling systems in office buildings in different climate zones of China

Energy and Buildings

DOI

2022

地板辐射供冷系统优化控制模拟研究

《山东建筑大学学报》

2022

辐射供冷和置换通风系统地板防结露数值模拟

《山东建筑大学学报》

2022

Exposure Assessment of Traffic-Related Air Pollution Based on CFD and BP Neural Network and Artificial Intelligence Prediction of Optimal Route in an Urban Area

Buildings

DOI

2022

Thermophysiological and Perceptual Responses of Amateur Healthcare Workers: Impacts of Ambient Condition, Inner-Garment Insulation and Personal Cooling Strategy

International Journal of Environmental Research and Public Health

DOI

2022

Evaluating the Effects of Different Improvement Strategies for the Outdoor Thermal Environment at a University Campus in the Summer: A Case Study in Northern China

Buildings

DOI

2022

Impact of Sky Terrace Locations on Pedestrian Ventilation and Air Quality in High-Density Areas Using CFD Simulation

International Conference and Utility Exhibition on Energy, Environment and Climate Change (ICUE)

DOI

2022

Predicting moisture condensation risk on the radiant cooling floor of an office using integration of a genetic algorithm-back-propagation neural network with sensitivity analysis

Energy and Built Environment

DOI

2022

Dynamic prediction of the pre-dehumidification of a radiant floor cooling and displacement ventilation system based on computational fluid dynamics and a back-propagation neural network: A case study of an office room

Indoor and Built Environment

DOI

2022

Prediction and correlation analysis of ventilation performance in a residential building using artificial neural network models based on data-driven analysis

Sustainable Cities and Society

DOI

2022

Developing a collaborative control strategy of a combined radiant floor cooling and ventilation system: A PMV-based model

Journal of Building Engineering

DOI

2022

Experimental Study on Operating Characteristic of a Combined Radiant Floor and Fan Coil Cooling System in a High Humidity Environment

Buildings

DOI

2022

Experimental and Numerical Study of an Active Solar Heating System with Soil Heat Storage for Greenhouses in Cold Climate Zones

Buildings

DOI

2022

A review of human thermal plume and its influence on the inhalation exposure to particulate matter

Indoor and Built Environment

DOI

2022

Comparison of exposure to traffic-related pollutants on different commuting routes to a primary school in Jinan, China

Environmental Science and Pollution Research

DOI

2022

Experimental and Numerical Analysis of Indoor Air Quality Affected by Outdoor Air Particulate Levels (Pm1.0, Pm2.5 and Pm10), Room Infiltration Rate, and Occupants’ Behaviour

The Science of The Total Environment

DOI

2022

A Classification Urban Precinct Ventilation Zones Using Key Indicators of Spatial Form: Case Study in Bangkok

Lecture notes in civil engineering

DOI

2022

Performance analysis of the different radiant floor cooling systems in the office building in Shandong province, China

E3S Web of Conferences

DOI

2022

Experimental Study On Operating Characteristic For Combined Radiant Floor And Fan Coil Cooling System In Under Low Temperature And High Humidity

E3S Web of Conferences

DOI

2021

[Review] A review of the effect of traffic-related air pollution around schools on student health and its mitigation

Journal Of Transport & Health，Vol. 23

DOI

2021

Optimal Design Strategy of a Solar Reflector Combining Photovoltaic Panels to Improve Electricity Output: A Case Study in Calgary, Canada

Sustainability，Vol. 13, No. 11

DOI

2021

过渡季节特殊天气下校园室外热舒适研究

《山东建筑大学学报》

2021

不同通风方式与地板供冷结合的热环境模拟研究

《建筑热能通风空调》

2021

开窗通风对教室内环境及人员热舒适影响的实验研究

《洁净与空调技术》

2021

开孔对加气混凝土砌块热工性能影响的数值分析

《建筑节能(中英文)》

2021

地埋管直供地板供冷与通风除湿现场测试研究

《山东建筑大学学报》

2021

冬季高校宿舍阳台对室内环境影响的模拟研究

《山东建筑大学学报》

2021

Experimental Investigation on Thermal Comfort of COVID-19 Nucleic Acid Sampling Staff in Hot and Humid Environment: A Pilot Study of University Students

Applied Sciences

DOI

2021

Experimental study on control strategies of radiant floor cooling system with direct-ground cooling source and displacement ventilation system: A case study in an office building

Energy

DOI

2021

Numerical analysis of cooling potential and indoor thermal comfort with a novel hybrid radiant cooling system in hot and humid climates

Indoor and Built Environment

DOI

2021

Experimental study on the dynamic thermal response of a radiant floor system in an office building

E3S Web of Conferences

DOI

2020

屋顶绿化对建筑围护结构节能的模拟研究

《建筑节能(中英文)》

2020

未来气候变化下不同屋顶类型的建筑能耗评估

《建筑节能(中英文)》

2020

济南某高校教室室内环境测试与问卷调查

《建筑热能通风空调》

2020

济南某高校教学楼自然通风教室通风量测试与问卷调研

《节能》

2020

Numerical analysis the effect of trees on the outdoor thermal environment and the building energy consumption in a residential neighborhood

IOP Conference Series: Earth and Environment

DOI

2020

A Transient Two-dimensional CFD Evaluation of Indoor Thermal Comfort with an Intermittently-operated Radiant Floor Heating System in an Office Building

International Journal of Architectural Engineering Technology

DOI

2020

Experimental study on indoor environment quality in a naturally ventilated classroom of a university using natural ventilation and ventilation fan

E3S Web of Conferences

DOI

2019

Quantifying Impacts of Urban Microclimate on a Building Energy Consumption-A Case Study

Sustainability，Vol. 11, No. 18

DOI

2019

[Review] A Review of CFD Analysis Methods for Personalized Ventilation (PV) in Indoor Built Environments

Sustainability，Vol. 110, No. 150

DOI

2019

The Effect of Tree-Planting Patterns on the Microclimate within a Courtyard

Sustainability，Vol. 110, No. 60

DOI

2019

北方某高校宿舍冬季室内环境状况调查分析

《建筑热能通风空调》

2019

济南市冬季某高校宿舍室内空气质量调查

《建筑节能(中英文)》

2019

Numerical evaluation of a Ductless Personalized Ventilation (DPV) combined with a radiant HVAC system: thermal comfort

IOP Conference Series Materials Science and Engineering

DOI

2019

Optimization of Control Strategies for the Radiant Floor Cooling System Combined with Displacement Ventilation: A Case study of an Office Building in Jinan, China

International Journal of Architectural Engineering Technology

DOI

2019

Impacts of vehicle emission from a major road on spatiotemporal variations of neighborhood particulate pollution—A case study in a university campus

Sustainable Cities and Society

DOI

2019

Simulation and control of radiant floor cooling systems: intermittent operation and weather-forecast-based predictive controls

IOP Conference Series Materials Science and Engineering

DOI

2019

Numerical simulation the effect of natural ventilation on Indoor Environment Quality in the inner-corridor-type student dormitory in winter

IOP Conference Series Materials Science and Engineering

DOI

2019

A comparison of the thermal comfort performances of a radiation floor cooling system when combined with a range of ventilation systems

Indoor and Built Environment

DOI

2019

The influence of groundwater seepage on the performance of ground source heat pump system with energy pile

Applied Thermal Engineering

DOI

2019

Performance analysis of a ductless personalized ventilation combined with radiant floor cooling system and displacement ventilation

Building Simulation

DOI

2019

A Two-Dimensional Numerical Analysis for Thermal Performance of an Intermittently Operated Radiant Floor Heating System in a Transient External Climatic Condition

Heat Transfer Engineering

DOI

2018

基于TRNSYS模拟的太阳能复合式供热系统的研究

《建筑节能(中英文)》

2018

基于FLUENT的济南某办公楼地板辐射采暖周末间歇运行模拟分析

《区域供热》

2018

Energy analysis of a hybrid radiant cooling system under hot and humid climates: A case study at Shanghai in China

Building and Environment

DOI

2018

An extensive comparison of modified zero-equation, standard k-ε, and LES models in predicting urban airflow

Sustainable Cities and Society

DOI

2018

The numerical analysis of outdoor wind and thermal environment in a residential area in Liaocheng, China

IOP Conference Series Earth and Environmental Science

DOI

2017

碳夹点技术对区域能源规划的优化作用

《建筑节能(中英文)》

2017

室内人员设备对建筑负荷的影响分析

《建筑节能(中英文)》

2017

过热度对翅片管蒸发器性能影响的模拟研究

《建筑节能(中英文)》

2017

Quantifying the impact of urban wind sheltering on the building energy consumption

Applied Thermal Engineering

DOI

2017

Experimental study on heating characteristics and control strategies of ground source heat pump and radiant floor heating system in an office building

Procedia Engineering

DOI

2017

Simulated study on the potential of building energy saving using the green roof

Procedia Engineering

DOI

2017

Energy-saving analysis of ground source heat pump combined with floor radiant air conditioning system

Procedia Engineering

DOI

2017

Numerical Study of Outdoor Thermal Environment in a University Campus in Summer

Procedia Engineering

DOI

2017

Preliminary Analysis on the Different Heating Technologies in a Rural Area of Shandong Province, China

Procedia Engineering

DOI

2017

Operation Analysis of a Compound Air Conditioning System using Measurement and Simulation

Procedia Engineering

DOI

2017

Quantify Impacts of Local Urban Microclimate on Local Airflow Patterns

Procedia Engineering

DOI

2017

Investigation on the Energy Status and Heating in Rural Areas of Shandong Province, China

Procedia Engineering

DOI

2016

温州市灵昆岛区域热环境的模拟初步研究

《建筑节能(中英文)》

2016

地板辐射供冷系统建筑围护结构蓄热特性分析

《山东建筑大学学报》

2016

济南地区某住宅楼太阳能热水系统模拟分析

《建筑技术开发》

2016

Influence of building surface solar irradiance on environmental temperatures in urban neighborhoods

Sustainable Cities and Society

DOI

2016

A case study of ground source direct cooling system integrated with water storage tank system

Building Simulation

DOI

2016

Numerical Evaluation of the Indoor Environment in a Room with Capillary Radiation Air Conditioning System

Procedia Engineering

DOI

2016

An Applied Research on the Compound Air Conditioning System of Ground Source Direct Cooling System and Water Storage Tank System

Procedia Engineering

DOI

2015

Analysis of Thermodynamic Equilibrium Characteristics of City Hot Water Heating System

International Conference on Intelligent Systems Design and Engineering Applications

DOI

2015

Effect of urban neighborhoods on the performance of building cooling systems

Building and Environment

DOI

2015

Building neighborhood emerging properties and their impacts on multi-scale modeling of building energy and airflows

Building and Environment

DOI

2015

An indirect validation of convective heat transfer coefficients (CHTCs) for external building surfaces in an actual urban environment

Building Simulation

DOI

2015

Numerical Evaluation of the Local Weather Data Impacts on Cooling Energy Use of Buildings in an Urban Area

Procedia Engineering

DOI

2015

Investigation on the Winter Building Energy Consumption in Rural Areas in Jinan, China

Procedia Engineering

DOI

2014

零方程湍流模型用于城市微气候的模拟研究

《山东建筑大学学报》

2014

The impact of exterior surface convective heat transfer coefficients on the building energy consumption in urban neighborhoods with different plan area densities

Energy and Buildings

DOI

2014

Airflow Study for a Cluster of Campus Buildings using Different Turbulence Modeling Approaches

International Journal of Building Urban Interior and Landscape Technology (BUILT)

DOI

2013

基于零方程湍流模型的非等温城市区域热环境的模拟研究

《西南交通大学》

2024

基于多种组合模型的住宅逐时热负荷预测研究

《2024供热工程建设与高效运行研讨会论文集（上）》

DOI

2024

不同燃料热水锅炉的能耗经济性研究分析

《中国燃气运营与安全研讨会（第十三届）》

DOI

2017

济南市某高校“煤改气”工程效益分析

《2017中国燃气运营与安全研讨会论文集》

2016

Numerical Evaluation of the Impact of Green Wall on the Outdoor Thermal Environment

DOI

2015

济南农村冬季居住建筑节能改造措施

《第6届全国建筑环境与设备技术交流大会》

2026

Dynamic Energy Demand Forecasting in a Norwegian Commercial Store Using Local Building Time-Series Data: CNN-LSTM and Transformer Architectures Compared

SSRN Electronic Journal

DOI

2026

A Systematic Review of Comparative Analysis of Machine Learning Models for Predicting Heating Demand and Electricity Usage with Weather Data in Buildings: Two Case Studies in Norway

SSRN Electronic Journal

DOI

2025

Electricity Demand Forecasting for Cultural Institutions: A Comparative Study of Lstm and Cnn-Lstm Models with Three Data Normalization Techniques Using Weather and Price Data – Case Studies from Norwegian Museums

SSRN Electronic Journal

DOI

2024

Application of the radiant floor cooling system with direct-ground cooling source and displacement ventilation in an office building in Jinan, Shandong Province, China

Elsevier eBooks

DOI