Shuang You
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Shuang You has a total of 50 co-authors. Here are the top co-authors by number of shared publications:
Hong-Guang Ji
School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, China
4 shared publicationsHongguang Ji
School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing 100083, China
4 shared publicationsHuan Wang
Beijing Key Laboratory of Urban Underground Space Engineering, USTB, Beijing, China + School of Civil and Resources Engineering, University of Science and Technology Beijing, Beijing, China
3 shared publicationsGao Yu
2 shared publicationsHai-Chun Hao
State Key Laboratory of Intelligent Construction and Healthy Operation and Maintenance of Deep Underground Engineering, Shenzhen University, Shenzhen, Guangdong, China
2 shared publications- Hongguang Ji
School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing 100083, China
2 shared publications
Latest Publications
- Open Access
Deformation Control and Key Component Parameter Analysis of a Comprehensive Control Scheme for a Large-Section Tunnel Overcrossing an Existing Tunnel with Ultra-Small Clearance
Under high-density urban underground development conditions, excavation of a large-section tunnel overcrossing an existing tunnel with ultra-small clearance may induce unloading-induced rebound of the underlying ground, thereby causing uplift deformation of the existing tunnel. Three-dimensional finite element analysis and field monitoring were conducted to compare the deformation-control performance of different control-measure combinations and to assess the sensitivity of key parameters of the bench-beam uplift-resistant system. The results showed that, under the basic structural condition of the composite three-layer lining system, the combined control scheme limited the maximum uplift of the existing tunnel to 4.71 mm, corresponding to a reduction of 33.10% relative to the baseline condition. However, compared with the bench-beam uplift-resistant system alone, the addition of surface pre-grouting produced only a further reduction of 0.10 mm, indicating a relatively limited incremental contribution to uplift control under the investigated conditions. Among the parameters considered, pile length exerted the greatest influence on the uplift response of the existing tunnel, followed by pile diameter and the equivalent stiffness of the pipe-jacking capping beam, whereas the number of section-steel members had the smallest influence. When the pile tip extended to approximately 0.5D below the invert of the existing shield tunnel, where D denotes the outer diameter of the existing tunnel, the marginal benefit of further increasing pile length gradually diminished. Field monitoring further revealed a spatially non-uniform vertical deformation response of the existing tunnel after implementation of the comprehensive control scheme. The measured deformation trends and response characteristics were generally consistent with the numerical results. These findings provide a useful reference for the selection of deformation-control measures and the design of uplift-resistant structural parameters in similar large-section tunnel overcrossing projects with ultra-small clearance.
Open AccessDeformation Control and Key Component Parameter Analysis of a Comprehensive Control Scheme for a Large-Section Tunnel Overcrossing an Existing Tunnel with Ultra-Small Clearance
Under high-density urban underground development conditions, excavation of a large-section tunnel overcrossing an existing tunnel with ultra-small clearance may induce unloading-induced rebound of the underlying ground, thereby causing uplift deformation of the existing tunnel. Three-dimensional finite element analysis and field monitoring were conducted to compare the deformation-control performance of different control-measure combinations and to assess the sensitivity of key parameters of the bench-beam uplift-resistant system. The results showed that, under the basic structural condition of the composite three-layer lining system, the combined control scheme limited the maximum uplift of the existing tunnel to 4.71 mm, corresponding to a reduction of 33.10% relative to the baseline condition. However, compared with the bench-beam uplift-resistant system alone, the addition of surface pre-grouting produced only a further reduction of 0.10 mm, indicating a relatively limited incremental contribution to uplift control under the investigated conditions. Among the parameters considered, pile length exerted the greatest influence on the uplift response of the existing tunnel, followed by pile diameter and the equivalent stiffness of the pipe-jacking capping beam, whereas the number of section-steel members had the smallest influence. When the pile tip extended to approximately 0.5D below the invert of the existing shield tunnel, where D denotes the outer diameter of the existing tunnel, the marginal benefit of further increasing pile length gradually diminished. Field monitoring further revealed a spatially non-uniform vertical deformation response of the existing tunnel after implementation of the comprehensive control scheme. The measured deformation trends and response characteristics were generally consistent with the numerical results. These findings provide a useful reference for the selection of deformation-control measures and the design of uplift-resistant structural parameters in similar large-section tunnel overcrossing projects with ultra-small clearance.
- Open Access
- 14 January 2026
- Published by MDPI AG in Applied Sciences
- Vol. 16 (2) , 834
Study on Shaft Soft Rock Deformation Prediction Based on Weighted Improved Stacking Ensemble Learning
In recent years, deformation disasters in mine shafts have occurred frequently, posing a threat to mine safety. The nonlinear coupling relationship between shaft surrounding rock deformation and rock mass mechanical parameters is a key criterion for surrounding rock stability. However, existing machine learning prediction methods are rarely applied to shaft deformation, and issues such as poor accuracy and generalization of single models remain. To address this, the study proposes a feature-weighted Stacking ensemble model, which considers 15 feature variables; using RMSE, MAE, R2, and inter-model MAPE correlation as evaluation metrics, GBDT, XGBoost, KNN, and MLP are selected as base learners, with Lasso linear regression as the meta-learner. Prediction errors are corrected by weighting the outputs of base learners based on prediction accuracy. Experiments show that, using MAPE as the evaluation metric, the improved model reduces the error by 2.59% compared with the best base learner KNN, by 6.83% compared with XGBoost, and by 0.18% more than the traditional Stacking algorithm, making it suitable for predicting weak surrounding rock shaft deformation under multi-feature conditions.
- 14 January 2026
- Published by MDPI AG in Applied Sciences
- Vol. 16 (2) , 834
Open AccessStudy on Shaft Soft Rock Deformation Prediction Based on Weighted Improved Stacking Ensemble Learning
In recent years, deformation disasters in mine shafts have occurred frequently, posing a threat to mine safety. The nonlinear coupling relationship between shaft surrounding rock deformation and rock mass mechanical parameters is a key criterion for surrounding rock stability. However, existing machine learning prediction methods are rarely applied to shaft deformation, and issues such as poor accuracy and generalization of single models remain. To address this, the study proposes a feature-weighted Stacking ensemble model, which considers 15 feature variables; using RMSE, MAE, R2, and inter-model MAPE correlation as evaluation metrics, GBDT, XGBoost, KNN, and MLP are selected as base learners, with Lasso linear regression as the meta-learner. Prediction errors are corrected by weighting the outputs of base learners based on prediction accuracy. Experiments show that, using MAPE as the evaluation metric, the improved model reduces the error by 2.59% compared with the best base learner KNN, by 6.83% compared with XGBoost, and by 0.18% more than the traditional Stacking algorithm, making it suitable for predicting weak surrounding rock shaft deformation under multi-feature conditions.
- Open Access
- 1 January 2025
- Published by National Library of Serbia in Thermal Science
- Vol. 29 (2 Part B) , 1383-1388
Performance and feasibility study of hybrid ground source heat pump system for a public building based on a Beijing case
With the increasing demand for renewable energy sources, shallow geothermal energy has become a reliable alternative energy source for building heating and cooling. In this paper, we present a methodology for estimating the shallow geothermal potential to meet heating demand for a public building. Firstly, the geothermal reserves and the cooling heating demand of the building are evaluated. Then the simulation model of hybrid ground source heat pump system is established, which aims at solving the problem of soil heat accumulation. Finally, one-year and five-year variation of performance parameters of hybrid ground source heat pump system are calculated. Our results indicate that hybrid ground source heat pump system could effectively solve heat accumulation problem and reduce traditional energy consumption.
- 1 January 2025
- Published by National Library of Serbia in Thermal Science
- Vol. 29 (2 Part B) , 1383-1388
Open AccessPerformance and feasibility study of hybrid ground source heat pump system for a public building based on a Beijing case
With the increasing demand for renewable energy sources, shallow geothermal energy has become a reliable alternative energy source for building heating and cooling. In this paper, we present a methodology for estimating the shallow geothermal potential to meet heating demand for a public building. Firstly, the geothermal reserves and the cooling heating demand of the building are evaluated. Then the simulation model of hybrid ground source heat pump system is established, which aims at solving the problem of soil heat accumulation. Finally, one-year and five-year variation of performance parameters of hybrid ground source heat pump system are calculated. Our results indicate that hybrid ground source heat pump system could effectively solve heat accumulation problem and reduce traditional energy consumption.
- Open Access
- 1 January 2025
- Published by National Library of Serbia in Thermal Science
- Vol. 29 (2 Part B) , 1417-1422
Evaluation of construction impacts and optimization of control measures for large-section metro tunnels overpassing existing tunnels
The development of urban rail transit has led to an increase in the number of large section subway tunnels crossing existing tunnels. This study combines the actual engineering of the Yanggongqiao Station Longzhuayan Station section tunnel of Chengdu Metro Line 17 Phase II project crossing the existing Line 7 shield tunnel, and uses on-site investigation, monitoring, and numerical simulation methods to evaluate the construction impact. Based on this, measures such as bench pile reinforcement, pre grouting, and parameter optimization are proposed. In practical applications, the comparison between monitoring and simulation results shows that these measures effectively control the deformation of existing tunnels, providing important references for similar projects.
- 1 January 2025
- Published by National Library of Serbia in Thermal Science
- Vol. 29 (2 Part B) , 1417-1422
Open AccessEvaluation of construction impacts and optimization of control measures for large-section metro tunnels overpassing existing tunnels
The development of urban rail transit has led to an increase in the number of large section subway tunnels crossing existing tunnels. This study combines the actual engineering of the Yanggongqiao Station Longzhuayan Station section tunnel of Chengdu Metro Line 17 Phase II project crossing the existing Line 7 shield tunnel, and uses on-site investigation, monitoring, and numerical simulation methods to evaluate the construction impact. Based on this, measures such as bench pile reinforcement, pre grouting, and parameter optimization are proposed. In practical applications, the comparison between monitoring and simulation results shows that these measures effectively control the deformation of existing tunnels, providing important references for similar projects.
- 1 December 2023
- Published by Springer Nature in Journal of Central South University
- Vol. 30 (12) , 4066-4081
Numerical analysis of building structures response under effect of continuous and stepped non-uniform settlement
- 1 December 2023
- Published by Springer Nature in Journal of Central South University
- Vol. 30 (12) , 4066-4081
Numerical analysis of building structures response under effect of continuous and stepped non-uniform settlement
- Open Access
- 1 January 2023
- Published by National Library of Serbia in Thermal Science
- Vol. 27 (1 Part B) , 663-670
Correlation between micro-structure and acoustic emission characteristics of granite by split tests
The mesoscopic structure of rocks determines their strength and deformation characteristics. The grain and pore size distribution of granite samples buried depth of 1600 m to 1900 m in a goldmine of Shandong Province are measured by polarizing microscope and low-field nuclear magnetic resonance. The splitting test is carried out and the acoustic emission signal is obtained in real time by using an electro-hydraulic servo press and PCI-2 acoustic emission collector. The relationship between meso-mechanics and acoustic emission characteristics of split granite is analyzed. The experimental result shows that there is no clear correlation between meso-grain size and pore size distribution. Rocks with larger mineral grains easily form inter-embedded structures between grains and grains, the bearing effect of grains is enhanced, and the tensile strength of rocks is improved. The level of stress concentration in the rock is closely related to the pore size of the rock, and the acoustic emission ringing count before the main rupture in the large aperture (0.1~10 mm) of the rock is more active than that of the small aperture rock (0.01~1 mm), and a large number of high frequency acoustic signals are induced by the penetration between the pores in the unstable failure stage and post-peak failure stage, the stress concentration is higher, and the energy release frequency is increased, however the energy released strength by a fracture is weak.
- 1 January 2023
- Published by National Library of Serbia in Thermal Science
- Vol. 27 (1 Part B) , 663-670
Open AccessCorrelation between micro-structure and acoustic emission characteristics of granite by split tests
The mesoscopic structure of rocks determines their strength and deformation characteristics. The grain and pore size distribution of granite samples buried depth of 1600 m to 1900 m in a goldmine of Shandong Province are measured by polarizing microscope and low-field nuclear magnetic resonance. The splitting test is carried out and the acoustic emission signal is obtained in real time by using an electro-hydraulic servo press and PCI-2 acoustic emission collector. The relationship between meso-mechanics and acoustic emission characteristics of split granite is analyzed. The experimental result shows that there is no clear correlation between meso-grain size and pore size distribution. Rocks with larger mineral grains easily form inter-embedded structures between grains and grains, the bearing effect of grains is enhanced, and the tensile strength of rocks is improved. The level of stress concentration in the rock is closely related to the pore size of the rock, and the acoustic emission ringing count before the main rupture in the large aperture (0.1~10 mm) of the rock is more active than that of the small aperture rock (0.01~1 mm), and a large number of high frequency acoustic signals are induced by the penetration between the pores in the unstable failure stage and post-peak failure stage, the stress concentration is higher, and the energy release frequency is increased, however the energy released strength by a fracture is weak.
- Open Access
- 1 January 2023
- Published by National Library of Serbia in Thermal Science
- Vol. 27 (1 Part B) , 607-614
Estimation of shallow geothermal potential to meet heating demand in a building scale
The heat exchanger can use shallow geothermal energy to provide regional heating and cooling demand in winter and summer. In this paper, a large-scale public building is taken as the example, and the energy system in the building is taken as the research object. Firstly, through the collection of geothermal drilling geographic information and geothermal data, the geothermal reserves and geothermal recoverable resources are evaluated. Secondly, the cooling and heating demand of the building is calculated by using HVAC simulation software. Then, the heat transfer capacity of a single pile is evaluated and the layout scheme of the underground heat exchange pile foundation of the building is given. The actual heating effect of the heat exchange pile foundation system is explored, and the heat transfer characteristics of heat exchange pile foundation under different working conditions are compared and analyzed. Finally, reasonable suggestions for the arrangement of heat exchange pile foundation are given.
- 1 January 2023
- Published by National Library of Serbia in Thermal Science
- Vol. 27 (1 Part B) , 607-614
Open AccessEstimation of shallow geothermal potential to meet heating demand in a building scale
The heat exchanger can use shallow geothermal energy to provide regional heating and cooling demand in winter and summer. In this paper, a large-scale public building is taken as the example, and the energy system in the building is taken as the research object. Firstly, through the collection of geothermal drilling geographic information and geothermal data, the geothermal reserves and geothermal recoverable resources are evaluated. Secondly, the cooling and heating demand of the building is calculated by using HVAC simulation software. Then, the heat transfer capacity of a single pile is evaluated and the layout scheme of the underground heat exchange pile foundation of the building is given. The actual heating effect of the heat exchange pile foundation system is explored, and the heat transfer characteristics of heat exchange pile foundation under different working conditions are compared and analyzed. Finally, reasonable suggestions for the arrangement of heat exchange pile foundation are given.
- Open Access
Analysis of Thermal Environment and Its Influencing Factors in Deep Stope of Metal Mine
In order to scientifically evaluate the thermal environment of the deep stope and its influencing factors, research was conducted on the thermal environment in Sanshandao Gold Mine, the theoretical calculations and structural analysis of heat release from 8 types of heat sources in the three sub-levels of -930 m, -945 m, and -960 m were carried out, and quantitative characterization was made on the influential degree of comprehensive heat release on the thermal environment, and it was clear that the heat release from the surrounding rock and mechanical and electrical equipment were the main parts at the deep mining site and the proportion of heat release from other heat sources is basically stable. Then, through the analysis of the influence factors of heat sources in the mining site, 17 evaluation indexes of the influence factors of the mining site thermal environment were sorted out, and the indexes’ weight was calculated based on the entropy weighting method, and it was learned that the largest weight of the influence on the thermal environment factors in a single excavation working face was the water gushing in the roadway. The TOPSIS method was used to comprehensively analyze and rank the thermal damage degree in the three middle sections. The results show that the degree of thermal damage in the -960 m is more severe than that in the -930 m and -945 m. This will provide some basic basis for the evaluation and prevention of thermal damage in deep mining projects, and is of great significance for improving mine production efficiency.
Open AccessAnalysis of Thermal Environment and Its Influencing Factors in Deep Stope of Metal Mine
In order to scientifically evaluate the thermal environment of the deep stope and its influencing factors, research was conducted on the thermal environment in Sanshandao Gold Mine, the theoretical calculations and structural analysis of heat release from 8 types of heat sources in the three sub-levels of -930 m, -945 m, and -960 m were carried out, and quantitative characterization was made on the influential degree of comprehensive heat release on the thermal environment, and it was clear that the heat release from the surrounding rock and mechanical and electrical equipment were the main parts at the deep mining site and the proportion of heat release from other heat sources is basically stable. Then, through the analysis of the influence factors of heat sources in the mining site, 17 evaluation indexes of the influence factors of the mining site thermal environment were sorted out, and the indexes’ weight was calculated based on the entropy weighting method, and it was learned that the largest weight of the influence on the thermal environment factors in a single excavation working face was the water gushing in the roadway. The TOPSIS method was used to comprehensively analyze and rank the thermal damage degree in the three middle sections. The results show that the degree of thermal damage in the -960 m is more severe than that in the -930 m and -945 m. This will provide some basic basis for the evaluation and prevention of thermal damage in deep mining projects, and is of great significance for improving mine production efficiency.
- Open Access
- 25 April 2022
- Published by MDPI AG in Applied Sciences
- Vol. 12 (9) , 4324
Deformation and Control of Super-Large-Diameter Shield in the Upper-Soft and Lower-Hard Ground Crossing the Embankment
Compared with the small diameter and the single stratum shield tunnel, the surface subsidence is much greater when the large-diameter shield passes through the upper-soft and lower-hard stratum. In this case, it is particularly important to control the deformation of the embankment when the large-diameter shield passes underneath the embankment. Taking a tunnel project underneath the north embankment in Zhuhai as an engineering example, this paper investigates the deformation characteristics and safety control measures of a super-large-diameter (i.e., 15.80 m) shield tunnel underneath the embankment under complex stratum conditions in upper-soft and lower-hard strata, using on-site monitoring and three-dimensional numerical simulations. The results of the numerical simulation show that grouting can effectively reduce the settlement of the embankment. Grouting is applied to practical engineering, and the monitoring data are in agreement with the numerical simulation results. The surface subsidence of the embankment gradually increases as the shield tail leaves the monitoring section and finally stabilizes. After the shield machine has passed through the embankment, the horizontal deformation troughs on the embankment’s surface conform to the Gaussian normal distribution. The maximum settlement occurs in the area directly above the central axis of the tunnel. The deformation trough covers an area about four times the diameter of the tunnel on both sides of its center line.
- 25 April 2022
- Published by MDPI AG in Applied Sciences
- Vol. 12 (9) , 4324
Open AccessDeformation and Control of Super-Large-Diameter Shield in the Upper-Soft and Lower-Hard Ground Crossing the Embankment
Compared with the small diameter and the single stratum shield tunnel, the surface subsidence is much greater when the large-diameter shield passes through the upper-soft and lower-hard stratum. In this case, it is particularly important to control the deformation of the embankment when the large-diameter shield passes underneath the embankment. Taking a tunnel project underneath the north embankment in Zhuhai as an engineering example, this paper investigates the deformation characteristics and safety control measures of a super-large-diameter (i.e., 15.80 m) shield tunnel underneath the embankment under complex stratum conditions in upper-soft and lower-hard strata, using on-site monitoring and three-dimensional numerical simulations. The results of the numerical simulation show that grouting can effectively reduce the settlement of the embankment. Grouting is applied to practical engineering, and the monitoring data are in agreement with the numerical simulation results. The surface subsidence of the embankment gradually increases as the shield tail leaves the monitoring section and finally stabilizes. After the shield machine has passed through the embankment, the horizontal deformation troughs on the embankment’s surface conform to the Gaussian normal distribution. The maximum settlement occurs in the area directly above the central axis of the tunnel. The deformation trough covers an area about four times the diameter of the tunnel on both sides of its center line.
- 1 January 2022
- Published by Springer Nature in Strength of Materials
- Vol. 54 (1) , 102-107
Thermodynamic Model for Assessing Thermal Stress Distribution between the Shaft Concrete Wall and Surrounding Deep Rocks
- 1 January 2022
- Published by Springer Nature in Strength of Materials
- Vol. 54 (1) , 102-107
Thermodynamic Model for Assessing Thermal Stress Distribution between the Shaft Concrete Wall and Surrounding Deep Rocks