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"Yan, Jiaming"
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Correlation Between High-Conflict Family Environment and Juvenile Delinquent Behaviors - Based on the Analysis of Criminal Psychology
2025
This study examines the psychological, behavioural, and social mechanisms that underlie the relationship between adolescent delinquency and high levels of conflict in family situations. Family disputes are become increasingly common in China as a result of growing urbanisation and the expansion of nuclear households, endangering the development of teenagers. In order to investigate how family conflict weakens resilience, produces negative emotions, cultivates insecure attachment, and restricts conflict management abilities, ultimately resulting in aggressive or deviant behaviour, the study employs a systematic literature review, theoretical analysis, and case studies, drawing on attachment theory and other frameworks. Social factors that increase the likelihood of delinquency include low socioeconomic position, problems with family structure, and a lack of support. The study proposes intervention strategies at multiple levels: psychological counseling and parenting support at the family level; legal education and home-school collaboration at the school level; early intervention systems within the judiciary; and integrated community-family- school partnerships. It emphasizes the need for interdisciplinary, longitudinal research to better understand the evolving mechanisms of juvenile delinquency and inform more effective prevention efforts.
Journal Article
Is air pollution negatively associated with physical fitness?—A cross-sectional study in 174,246 Chinese students
2025
Air quality in China has become an increasing concern, its association with physical fitness remains unclear. This study represents one of the largest nationwide investigations of this association, leveraging data from 174,246 students aged 7-22 years across 30 provinces.
Annual concentrations of PM₂.₅, PM₁₀, SO₂, NO₂, CO, O₃, and the Air Quality Index (AQI) were obtained from the Tracking of Atmospheric Pollution in China dataset. Physical fitness was evaluated through a comprehensive set of field-based tests covering anthropometric, cardiopulmonary, flexibility, muscular strength, and endurance. Associations were examined using generalized linear models with progressive adjustments: Model 1 controlled for demographic factors (age, sex, residence, province), Model 2 additionally accounted for physical activity and parental factors, and Model 3 further incorporated temperature and humidity.
After adjusting for covariates, each 1 μg/m³ increase in PM₂.₅ and PM₁₀ was associated with decreases in physical fitness scores of 0.18 [95% CI: -0.22, -0.14] and 0.12 [-0.16, -0.08] points, respectively. SO₂, O₃, and CO showed similar negative associations, with reductions of 0.42 [-0.47, -0.38], 0.21 [-0.25, -0.16], and 0.16 [-0.20, -0.11] points, respectively. In contrast, NO₂ exhibited a positive association, with an increase of 0.29 [0.25, 0.33] points per 1 μg/m³. AQI was also inversely related to fitness, decreasing scores by 0.17 [-0.21, -0.13] points per 1-unit increase.
Ambient air pollution is adversely associated with physical fitness among Chinese children, adolescents, and young adults, highlighting the importance of air quality improvement strategies for youth health. Future longitudinal studies are warranted to strengthen causal inference.
Journal Article
Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm
2016
Targets located at the same distance are easily neglected in most through-wall multiple targets detecting applications which use the single-input single-output (SISO) ultra-wideband (UWB) radar system. In this paper, a novel multiple targets vital signs tracking algorithm for through-wall detection using SISO UWB radar has been proposed. Taking advantage of the high-resolution decomposition of the Variational Mode Decomposition (VMD) based algorithm, the respiration signals of different targets can be decomposed into different sub-signals, and then, we can track the time-varying respiration signals accurately when human targets located in the same distance. Intensive evaluation has been conducted to show the effectiveness of our scheme with a 0.15 m thick concrete brick wall. Constant, piecewise-constant and time-varying vital signs could be separated and tracked successfully with the proposed VMD based algorithm for two targets, even up to three targets. For the multiple targets’ vital signs tracking issues like urban search and rescue missions, our algorithm has superior capability in most detection applications.
Journal Article
An Acoustic Localization Sensor Based on MEMS Microphone Array for Partial Discharge
by
Wu, Zhipeng
,
Yan, Jiaming
,
Chen, Caihui
in
acoustic localization sensor
,
Acoustic properties
,
Acoustics
2023
Partial discharge (PD) localization is important for monitoring and maintaining high-voltage equipment, which can help to prevent accidents. In this work, an acoustic localization sensor based on microelectromechanical system (MEMS) microphone array is proposed, which can detect and locate the partial discharge through a beam-forming algorithm. The MEMS microphone array consists of eight commercial MEMS microphones (SPV08A0LR5H-1, Knowles Electronics, IL, USA) with an aperture size of about 0.1 m × 0.1 m, allowing for a small hardware size and low cost. In order to optimize the acoustic performance of the array, a random array topology is designed. The simulation analysis indicates that the designed random topology is superior to several commonly used topologies. In terms of the localization algorithm, a deconvolution method called Fourier-based fast iterative shrinkage thresholding algorithm (FFT-FISTA) is applied. Simulation and experiment results demonstrate that FFT-FISTA used in the proposed acoustic localization sensor has significant advantages over the conventional beam-forming algorithm on spatial resolution and sidelobe suppression. Experimental results also show that the average localization error of the proposed scheme is about 0.04 m, which can meet the demands of practical application.
Journal Article
Partial Discharge Characteristics and Aging Identification Model of Polymer Insulation Materials in Environmentally Friendly Insulating Liquids Under Electro-Thermal Aging Conditions
2026
Cellulose paper, a natural polymeric dielectric, determines the lifetime of oil–paper insulation systems in transformers, yet its molecular degradation behavior in ester-based insulating media remains insufficiently clarified. This study investigates the electro–thermal aging of cellulose polymer immersed in soybean-based natural ester (SBNE) and palm fatty acid ester (PFAE), with emphasis on depolymerization and its relationship with partial discharge (PD) activity. Accelerated aging experiments were conducted under combined electrical and thermal stress, and the evolution of the degree of polymerization (DP) was measured to quantify polymer chain scission. Phase-resolved PD (PRPD) patterns were recorded during aging, and multi-dimensional statistical features were extracted and reduced using principal component analysis to characterize degradation-sensitive electrical responses. The results show a progressive decrease in DP with aging time in both ester media, accompanied by distinct PD evolution characteristics, indicating different influences of the two esters on cellulose polymer stability. An ensemble learning model integrating multiple classifiers was further employed to identify aging stages based on PD features, achieving reliable discrimination performance. These findings establish a correlation between cellulose depolymerization and dielectric discharge behavior, providing a polymer-centered interpretation of aging mechanisms in ester-based oil–paper insulation systems.
Journal Article
Prolonged exposure to polluted air and risk of overweight and central obesity in Chinese children and adolescents
2025
Background
The rapid economic development in China has led to significant challenges in air pollution. This study examines the relationship between prolonged exposure to air pollution and the prevalence of overweight and central obesity among Chinese children and adolescents.
Methods
A total of 161,093 children and adolescents (aged 9–18) from 32 provinces in China were analyzed. Ambient air pollution (PM
2.5
, PM
10
, SO
2
, NO
2
, O
3
, CO) was assessed using satellite models. Overweight and central obesity were measured via BMI, waist circumference, and Waist-to-Height Ratio (WHtR). Mixed-effects regression models were adjusted for demographic and behavioural factors, with sensitivity analyses conducted for exposure windows.
Results
PM
2.5
was significantly associated with an increased risk of being overweight (OR = 1.212, 95% CI: 1.169–1.257,
p
< 0.001). SO
2
(OR = 1.103, 95% CI: 1.069–1.139,
p
< 0.001), NO
2
(OR = 1.069, 95% CI: 1.051–1.087,
p
< 0.001), and reciprocal CO (OR = 1.052, 95% CI: 1.043–1.061,
p
< 0.001) also showed positive associations. In contrast, PM
10
(OR = 0.954, 95% CI: 0.938–0.969,
p
< 0.001), AQI (OR = 0.959, 95% CI: 0.935–0.983,
p
< 0.001), and O
3
(OR = 0.949, 95% CI: 0.935–0.962,
p
< 0.001) were negatively associated with overweight. For central obesity, AQI (OR = 1.118, 95% CI: 1.095–1.141,
p
< 0.001) and NO
2
(OR = 1.065, 95% CI: 1.051–1.079,
p
< 0.001) showed positive associations, while PM
10
(OR = 0.901, 95% CI: 0.889–0.913,
p
< 0.001) and O
3
(OR = 0.973, 95% CI: 0.962–0.985,
p
< 0.001) were inversely associated. SO
2
and CO
−1
were not statistically significant for central obesity after full adjustment. Boys, high school students, and children from low-income or southern regions exhibited stronger associations. Similar trends were observed for central obesity.
Conclusion
Prolonged air pollution exposure significantly increases the risks of overweight and central obesity in Chinese children and adolescents.
Graphical Abstract
Journal Article
Thermal Decomposition Characteristics of Silicone Rubber in In-Service Power Equipment: A Study Combining Experiments and Molecular Simulations
2026
To investigate the thermal decomposition characteristics of high-temperature vulcanized silicone rubber (HTV) and liquid silicone rubber (LSR) under different aging conditions, scanning electron microscopy (SEM) and thermogravimetric analysis (TG) were employed to characterize the surface microstructure and chemical properties of silicone rubber samples that had been in service for 15 years. The influence of aging degree on the thermal stability of silicone rubber was initially investigated. ReaxFF-based reactive molecular dynamics simulations were conducted to analyze the decomposition pathways of silicone rubber under high-temperature conditions, as well as the dynamic evolution of decomposition products. In addition, key parameters—including glass transition temperature, mean square displacement, cohesive energy density, and free volume fraction—were calculated before and after decomposition using the Materials Studio platform. The results indicate that LSR exhibits higher thermal stability than HTV, while the thermal stability of both materials decreases after thermal decomposition. Furthermore, the variation in thermal stability was discussed based on these parameters from the perspectives of molecular mobility and intermolecular interactions. This research can provide a reference for the safety operation assessment, aging status determination, and high-temperature service reliability design of silicone rubber insulating materials.
Journal Article
The effect of Azorhizobium caulinodans ORS571 and γ-aminobutyric acid on salt tolerance of Sesbania rostrata
by
Yan, Jiaming
,
Xie, Zhihong
,
Luo, Yongming
in
Abiotic stress
,
Amino acids
,
antioxidant enzymes
2022
Salt stress seriously affects plant growth and crop yield, and has become an important factor that threatens the soil quality worldwide. In recent years, the cultivation of salt-tolerant plants such as Sesbania rostrata has a positive effect on improving coastal saline-alkali land. Microbial inoculation and GABA addition have been shown to enhance the plant tolerance in response to the abiotic stresses, but studies in green manure crops and the revelation of related mechanisms are not clear. In this study, the effects of inoculation with Azorhizobium caulinodans ORS571 and exogenous addition of γ-Aminobutyric Acid (GABA; 200 mg·L −1 ) on the growth and development of S. rostrata under salt stress were investigated using potting experiments of vermiculite. The results showed that inoculation with ORS571 significantly increased the plant height, biomass, chlorophyll content, proline content (PRO), catalase (CAT) activity, and superoxide dismutase (SOD) activity of S. rostrata and reduced the malondialdehyde (MDA) level of leaves. The exogenous addition of GABA also increased the height, biomass, and CAT activity and reduced the MDA and PRO level of leaves. In addition, exogenous addition of GABA still had a certain improvement on the CAT activity and chlorophyll content of the ORS571- S. rostrata symbiotic system. In conclusion, ORS571 inoculation and GABA application have a positive effect on improving the salt stress tolerance in S. rostrata , which are closely associated with increasing chlorophyll synthesis and antioxidant enzyme activity and changing the amino acid content. Therefore, it can be used as a potential biological measure to improve the saline-alkali land.
Journal Article
Insights into the Pyrolysis Properties of Environmentally Friendly PMVE/N2 Gas Mixtures: A Collaborative Analysis Based on Density Functional Theory and Reaction Kinetics
by
Yan, Jiaming
,
Liu, Shicheng
,
Liu, Yunhao
in
Decomposition
,
decomposition mechanism
,
density functional theory
2025
With growing environmental concerns, the search for alternative gases to replace SF6 has become a key focus in the power industry. Perfluoromethyl vinyl ether (PMVE), with its low global warming potential (GWP) and excellent insulation properties, is a promising candidate. When mixed with N2, PMVE not only decreases the liquefaction temperature but also enhances insulation performance, making the gas mixture more suitable for engineering applications. In this study, reactive molecular dynamics (ReaxFF-MD) and density functional theory (DFT) calculations were combined to investigate the influence of temperature on the decomposition characteristics of a PMVE/N2 mixture. The reaction pathways and reaction enthalpy of PMVE and its major decomposition products were analyzed in detail. The results showed that, as temperature increases, the decomposition intensity of PMVE is enhanced, leading to a higher reaction rate and accelerated formation of decomposition products. Moreover, the main decomposition products of the PMVE/N2 mixture include C, C2F2, CF2, CN, CO, CF2O, F, O, and other small molecules and free radicals. The dynamic balance between the generated free radicals helps maintain the system’s insulation capacity. However, toxic decomposition byproducts such as CF2O, C2N2, and CO were also detected. This study provides valuable insights into the engineering applications of PMVE/N2 mixtures.
Journal Article
Discovery of the Early Paleozoic Akechukesai high-Mg diorites in the western segment of East Kunlun Orogenic Belt and its constraints on the mechanism of break-off from Proto-Tethys oceanic subducted slab
2022
High-Mg andesites (HMAs) and their cognate intrusive rocks constitute volumetrically very small proportions of the total earth, and are mainly distributed along the edges of convergent plates. Petrogenetic studies can provide possible solutions for discrepancies in the geodynamics and subduction zone evolution. This paper presents the first ever reports of the newly discovered high-Mg diorite in Akechukesai area, the western part of the East Kunlun Orogenic Belt, and provides a reference for the evolutionary history and subduction mechanism of the Proto-Tethys Ocean. Akechukesai high-Mg diorites yielded a weighted mean zircon U-Pb dating age of 427.3 ± 2.3 Ma (Middle Silurian). Results of the geochemical analyses show that the high-Mg diorites were high-K calc-alkaline series with the SiO2 content ranging 50.40 to 55.41 wt%. They are characterized by high values of Mg# (67–77), high MgO (6.92–10.58 wt%), TiO2 (0.53–0.87 wt%), Cr (286–615 ppm), Ni (61–124 ppm), Ba (570–927 ppm) contents, and low FeOtotal/MgO ratios (0.54–0.89). Furthermore, they exhibit nearly flat right-declined rare-earth element (REE) patterns with slight LREE enrichment. The samples are enriched in large ion lithophile elements (e.g., Ba, Rb, and Th) and depleted in high field strength elements (e.g., Ta, Nb, and Ti). These geochemical features are analogous to the sanukitic high-Mg andesites. The mean value of the initial εHf(t) is −1.3, indicating that the source is enriched mantle. The values of Rb/Cs, Ba/La, and La/Sm ratios suggest that subducting sediments formed an important component of the magmatic source. The presence of water-bearing minerals such as amphibole and biotite indicate a water-rich and oxygen-rich primitive magma system. Petrogenetic analysis indicates that the Akechukesai high-Mg diorites probably formed by melts and aqueous fluids produced from partial melting of the subducting sediments interacting with mantle peridotites. We hypothesize that, after the closure of the Proto-Tethys Ocean Basin in the Middle Silurian, the deep subducted slab broke-off and formed a slab window, asthenospheric material upwelled heating the subducting sediments and causing them to melt. Thus, we suggest that the emplacement of the Akechukesai high-Mg diorites mark the commencement of post-collisional magmatism.
Journal Article