Neng Zhu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Neng Zhu has a total of 65 co-authors. Here are the top co-authors by number of shared publications:
- Yingzhen Hou
School of Environmental Science and Engineering, Tianjin University, Tianjin 300350, China
10 shared publications - Zhiyuan Zhang
School of Environmental Science and Engineering, Tianjin University, Tianjin 300354, China
4 shared publications - Beibei Qin
School of Built Environment, University of Reading, Reading RG6 6AW, UK
3 shared publications - Yinan Li
School of Environmental Science and Engineering, Tianjin University, Tianjin 300350, China
3 shared publications - Haizhu Zhou
China Academy of Building Research, Beijing 100013, China
2 shared publications - Shuai Zhang
China Academy of Building Research, Beijing 100013, China
2 shared publications
Latest Publications
- Open Access
Resilience-Oriented Management of Integrated Energy Systems: A Review of Characteristics, Quantification, Assessment and Enhancement Methods
As the coupling and interaction among subsystems in integrated energy systems (IESs) increase, these systems are becoming increasingly vulnerable to failures under extreme weather events and natural disasters, which threatens overall operational security and stability. This paper reviews recent studies on the resilience-oriented management of IESs, with a focus on the characterization and assessment of energy system resilience covering various types of resilience-challenging extreme events, the related quantification metrics, methods, and resilience enhancement applications. Based on the reviewed studies, this paper attempts to figure out how internal and external adversities impact the systems, and identifies effective methods to detect, assess, and quantify system vulnerabilities and weak links under extreme events scenarios. Rather than confining the analysis to single-carrier systems, this study bridges cross-disciplinary perspectives to construct a resilience-oriented conceptual framework specifically designed for IESs, centering on the core logical, analytical, and technical strategies for both characterizing and advancing IESs’ resilience. Also, this review tries to reveal research opportunities to address significant gaps in the existing literature. Findings from the review can inform future research and help to develop scalable and effective ways to enhance IESs’ resilience.
Open AccessResilience-Oriented Management of Integrated Energy Systems: A Review of Characteristics, Quantification, Assessment and Enhancement Methods
As the coupling and interaction among subsystems in integrated energy systems (IESs) increase, these systems are becoming increasingly vulnerable to failures under extreme weather events and natural disasters, which threatens overall operational security and stability. This paper reviews recent studies on the resilience-oriented management of IESs, with a focus on the characterization and assessment of energy system resilience covering various types of resilience-challenging extreme events, the related quantification metrics, methods, and resilience enhancement applications. Based on the reviewed studies, this paper attempts to figure out how internal and external adversities impact the systems, and identifies effective methods to detect, assess, and quantify system vulnerabilities and weak links under extreme events scenarios. Rather than confining the analysis to single-carrier systems, this study bridges cross-disciplinary perspectives to construct a resilience-oriented conceptual framework specifically designed for IESs, centering on the core logical, analytical, and technical strategies for both characterizing and advancing IESs’ resilience. Also, this review tries to reveal research opportunities to address significant gaps in the existing literature. Findings from the review can inform future research and help to develop scalable and effective ways to enhance IESs’ resilience.
- 16 April 2026
- Published by Elsevier in Energy and Buildings
- Vol. 361
Three-stage decision-making framework for capacity configuration of off-grid PV-battery-EV systems in pastoral areas under uncertainty
- 16 April 2026
- Published by Elsevier in Energy and Buildings
- Vol. 361
Three-stage decision-making framework for capacity configuration of off-grid PV-battery-EV systems in pastoral areas under uncertainty
- Open Access
Thermal Performance of Parallel Pipe-Embedded Envelope Under Low-Flow Operation: A CFD and Experimental Study
Pipe-embedded walls offer a promising approach to reducing winter heating demand by mitigating envelope heat loss while maintaining indoor thermal comfort. However, most existing studies focus on single-pipe systems operating under high-flow conditions, with limited attention to low-flow operation and its implications for energy flexibility. This study investigates a parallel pipe-embedded wall system operating at low flow velocity as a flexible heating strategy. A three-dimensional CFD model was developed to analyze the coupled hydraulic and thermal behavior of the wall, including the effects of connecting columns, and was validated through experiments under identical boundary conditions. Parametric analyses examined the influence of main pipe size, branch spacing, flow velocity, water temperature, and column-induced thermal bridging. The results show that variations in flow velocity and branch spacing lead to flow distribution differences of up to 6%, while causing negligible changes in inner-surface temperature (below 0.1 °C). In contrast, increasing column size significantly intensifies thermal bridging, increasing inner-surface heat flux by approximately 21% as the column edge length increases from 200 mm to 400 mm. Overall, the results demonstrate that parallel pipe-embedded walls can enhance building energy flexibility by enabling stable thermal performance under low-flow operation.
Open AccessThermal Performance of Parallel Pipe-Embedded Envelope Under Low-Flow Operation: A CFD and Experimental Study
Pipe-embedded walls offer a promising approach to reducing winter heating demand by mitigating envelope heat loss while maintaining indoor thermal comfort. However, most existing studies focus on single-pipe systems operating under high-flow conditions, with limited attention to low-flow operation and its implications for energy flexibility. This study investigates a parallel pipe-embedded wall system operating at low flow velocity as a flexible heating strategy. A three-dimensional CFD model was developed to analyze the coupled hydraulic and thermal behavior of the wall, including the effects of connecting columns, and was validated through experiments under identical boundary conditions. Parametric analyses examined the influence of main pipe size, branch spacing, flow velocity, water temperature, and column-induced thermal bridging. The results show that variations in flow velocity and branch spacing lead to flow distribution differences of up to 6%, while causing negligible changes in inner-surface temperature (below 0.1 °C). In contrast, increasing column size significantly intensifies thermal bridging, increasing inner-surface heat flux by approximately 21% as the column edge length increases from 200 mm to 400 mm. Overall, the results demonstrate that parallel pipe-embedded walls can enhance building energy flexibility by enabling stable thermal performance under low-flow operation.
- 21 February 2026
- Published by Elsevier in Energy and Buildings
- Vol. 358
Effect of adopting data-driven hybrid modeling approaches on improving the accuracy of building heating load forecasting: a statistical analysis
- 21 February 2026
- Published by Elsevier in Energy and Buildings
- Vol. 358
Effect of adopting data-driven hybrid modeling approaches on improving the accuracy of building heating load forecasting: a statistical analysis
- 12 December 2025
- Published by Elsevier in Journal of Building Engineering
- Vol. 118
Performance assessment of grid-connected PV-battery-EV integration in rural residential net-zero energy building
- 12 December 2025
- Published by Elsevier in Journal of Building Engineering
- Vol. 118
Performance assessment of grid-connected PV-battery-EV integration in rural residential net-zero energy building
- 9 May 2025
- Published by Elsevier in Building and Environment
- Vol. 280
Human response regulation in hot and humid environments with salt spray
- 9 May 2025
- Published by Elsevier in Building and Environment
- Vol. 280
Human response regulation in hot and humid environments with salt spray
- Open Access
Multi-Objective Optimization Research Based on NSGA-II and Experimental Study of Triplex-Tube Phase Change Thermal Energy Storage System
Energy storage technology is crucial for promoting the replacement of traditional energy with renewable energy and regulating the energy supply–demand relationship. This paper investigates a triplex-tube thermal energy unit storage to solve the intermediate heat storage and heat transfer problem of hot water supply and demand in clean heating systems. A multi-objective optimization method based on the elitist non-dominated sorting genetic algorithm (NSGA-II) was utilized to optimize the geometric dimensions (inner tube radius , casing tube radius , and outer tube radius ), focusing on heat transfer efficiency (), heat storage rate (), and mass (M). On this basis, the influence of the optimization variables was analyzed. The optimized configuration ( m, m, and m) was integrated into a modular design, achieving a 2.12% improvement in heat transfer efficiency and a 73.23% increase in heat storage rate. Experimental results revealed that higher heat transfer fluid (HTF) temperatures significantly reduce heat storage time, while HTF flow rate has a minimal impact. Increasing the heat release temperature extends the phase change material (PCM) heat release duration, with the flow rate showing negligible effects. The system’s thermal supply capacity is susceptible to heat release temperature.Open AccessMulti-Objective Optimization Research Based on NSGA-II and Experimental Study of Triplex-Tube Phase Change Thermal Energy Storage System
Energy storage technology is crucial for promoting the replacement of traditional energy with renewable energy and regulating the energy supply–demand relationship. This paper investigates a triplex-tube thermal energy unit storage to solve the intermediate heat storage and heat transfer problem of hot water supply and demand in clean heating systems. A multi-objective optimization method based on the elitist non-dominated sorting genetic algorithm (NSGA-II) was utilized to optimize the geometric dimensions (inner tube radius , casing tube radius , and outer tube radius ), focusing on heat transfer efficiency (), heat storage rate (), and mass (M). On this basis, the influence of the optimization variables was analyzed. The optimized configuration ( m, m, and m) was integrated into a modular design, achieving a 2.12% improvement in heat transfer efficiency and a 73.23% increase in heat storage rate. Experimental results revealed that higher heat transfer fluid (HTF) temperatures significantly reduce heat storage time, while HTF flow rate has a minimal impact. Increasing the heat release temperature extends the phase change material (PCM) heat release duration, with the flow rate showing negligible effects. The system’s thermal supply capacity is susceptible to heat release temperature. - Open Access
- 5 May 2024
- Published by MDPI AG in Sustainability
- Vol. 16  (9) , 3864
Research on Summer Indoor Air Conditioning Design Parameters in Haikou City: A Field Study of Indoor Thermal Perception and Comfort
Escalating global climate change and the intensification of urban heatwaves have led to an increase in summer air conditioning cooling energy consumption. This phenomenon is particularly critical in tropical regions, as it may trigger an energy crisis. The rational setting of indoor thermal design parameters can help conserve energy to the maximum extent while ensuring thermal comfort for occupants. This study selected Haikou City, a unique tropical city in China, as the research location. Indoor environment measurements and a questionnaire survey were conducted with participants, and the outdoor thermal environment sensitivity, population attributes and differences in thermal sensation, thermal neutral temperature, and comfort range were calculated and analyzed. The following results were obtained. Based on the overall population, long-term residence, and temporary residence classification, the indoor thermal comfort needs of residents in tropical cities in Haikou were effectively identified. The actual thermal neutral temperature of the overall population is 25.7 °C, and 90% of the acceptable thermal comfort temperature range is 23.2 °C–28.0 °C. The actual thermal neutral temperature of the regular residents is 27.3 °C, and 90% of the acceptable thermal comfort temperature range is 23.3 °C–31.4 °C. The actual thermal neutral temperature of the temporary population is 25.5 °C, and 90% of the acceptable thermal comfort temperature range is 23.0 °C–28.0 °C. These research results have an important reference value for improving the setting of the temperature of air conditioning in tropical areas in summer and further reducing energy consumption, which is conducive to sustainable development.
- 5 May 2024
- Published by MDPI AG in Sustainability
- Vol. 16  (9) , 3864
Open AccessResearch on Summer Indoor Air Conditioning Design Parameters in Haikou City: A Field Study of Indoor Thermal Perception and Comfort
Escalating global climate change and the intensification of urban heatwaves have led to an increase in summer air conditioning cooling energy consumption. This phenomenon is particularly critical in tropical regions, as it may trigger an energy crisis. The rational setting of indoor thermal design parameters can help conserve energy to the maximum extent while ensuring thermal comfort for occupants. This study selected Haikou City, a unique tropical city in China, as the research location. Indoor environment measurements and a questionnaire survey were conducted with participants, and the outdoor thermal environment sensitivity, population attributes and differences in thermal sensation, thermal neutral temperature, and comfort range were calculated and analyzed. The following results were obtained. Based on the overall population, long-term residence, and temporary residence classification, the indoor thermal comfort needs of residents in tropical cities in Haikou were effectively identified. The actual thermal neutral temperature of the overall population is 25.7 °C, and 90% of the acceptable thermal comfort temperature range is 23.2 °C–28.0 °C. The actual thermal neutral temperature of the regular residents is 27.3 °C, and 90% of the acceptable thermal comfort temperature range is 23.3 °C–31.4 °C. The actual thermal neutral temperature of the temporary population is 25.5 °C, and 90% of the acceptable thermal comfort temperature range is 23.0 °C–28.0 °C. These research results have an important reference value for improving the setting of the temperature of air conditioning in tropical areas in summer and further reducing energy consumption, which is conducive to sustainable development.
- RetractionOpen Access
- 29 November 2023
- Published by Elsevier in Journal of Building Engineering
- Vol. 82, 108244
Retraction notice to ‘Optimization of zero-energy building by multi-criteria optimization method: A case study’ [J. Build. Eng. 44 (2021) 102969]
- 29 November 2023
- Published by Elsevier in Journal of Building Engineering
- Vol. 82, 108244
RetractionOpen AccessRetraction notice to ‘Optimization of zero-energy building by multi-criteria optimization method: A case study’ [J. Build. Eng. 44 (2021) 102969]