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Application of Pressure Equalizing Fire Prevention and Extinguishing Technology for Connecting Pipe in Goaf
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作者 TANG Xiaoming 《外文科技期刊数据库(文摘版)工程技术》 2021年第4期410-414,共5页
In order to solve the problem of spontaneous combustion in goaf, it is necessary to control the air leakage in the goaf to keep the internal and external pressure balance. Taking a specific project as an example, this... In order to solve the problem of spontaneous combustion in goaf, it is necessary to control the air leakage in the goaf to keep the internal and external pressure balance. Taking a specific project as an example, this paper briefly analyzes the factors affecting air leakage, discusses the working principle of pressure equalizing fire prevention, sorts out the technical innovation points of this project, and analyzes the actual benefits. 展开更多
关键词 GOAF connecting pipe pressure equalizing fire prevention and extinguishing
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Energy equalizing routing for fast data gathering in wireless sensor networks 被引量:6
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作者 ZHENG Jie GUO Shu-jie +1 位作者 QU Yu-gui ZHAO Bao-hua 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2007年第4期13-21,共9页
Energy saving and fast responding of data gathering are two crucial factors for the performance of wireless sensor networks. A dynamic tree based energy equalizing routing scheme (DTEER) was proposed to make an effo... Energy saving and fast responding of data gathering are two crucial factors for the performance of wireless sensor networks. A dynamic tree based energy equalizing routing scheme (DTEER) was proposed to make an effort to gather data along with low energy consumption and low time delay. DTEER introduces a dynamic multi-hop route selecting scheme based on weight-value and height-value to form a dynamic tree and a mechanism similar to token passing to elect the root of the tree. DTEER can simply and rapidly organize all the nodes with low overhead and is robust enough to the topology changes. When compared with power-efficient gathering in sensor information systems (PEGASIS) and the hybrid, energy- efficient, distributed clustering approach (HEED), the simulation results show that DTEER achieves its intention of consuming less energy, equalizing the energy consumption of all the nodes, alleviating the data gathering delay, as well as extending the network lifetime perfectly. 展开更多
关键词 wireless sensor networks energy equalizing dynamic tree fast data gathering DELAY
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Deformation-mediated cyclic evolution of precipitates in Al-Mg-Si-Cu alloy by multi-pass ECAP and thermal treatments 被引量:1
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作者 Yulin Chen Yang Liu +5 位作者 Jian Zhang Manping Liu Hui Li Lipeng Ding Zhihong Jia Xiaochun Liu 《Journal of Materials Science & Technology》 2025年第10期42-54,共13页
Precipitation via thermal treatments is among the most effective approaches to strengthening and is widely applied in the Al industry. Thermal treatments combined with deformation are capable of finely regulating the ... Precipitation via thermal treatments is among the most effective approaches to strengthening and is widely applied in the Al industry. Thermal treatments combined with deformation are capable of finely regulating the process of precipitation and distribution of precipitates. Deformation-induced defects exert significant impacts on the precipitation and already present precipitates, which however is often overlooked. In this study, the interactions between deformation and precipitation/precipitates, and their impacts on mechanical properties were systematically investigated in the solution-treated (ST) Al-0.61Mg-1.17Si-0.5Cu (wt.%), processed by multi-pass equal channel angular pressing (ECAP) and thermal treatments. Novel deformation-mediated cyclic evolution of precipitates is discovered: ST→ (1,2 passes: deformation induced precipitation) Guinier Preston (GP) zones→ (An250/30) Q’ and L phases→ (3-pass: deformation induced fragmentation/resolution) spherical precipitates→ (4-pass: deformation induced further fragmentation/resolution) GP zones. On this basis, we extend the quasi-binary phase diagram of Al-Mg_(2)Si along deformation as the third dimension and construct an innovative defect phase diagram for the Al-Mg-Si-based system. To testify to the effect of deformation-mediated cyclic evolution of precipitation/precipitates on the optimum mechanical properties, peak-aging treatments were performed in samples of ST and 3-pass states. Based on the microscopic characterizations, a distinctive mechanism of peak-aging strengthening is proposed. Notably in the 3-pass ECAPed and peak-aged sample the dominant strengthening phases become the L precipitates that thrived from the segmented and spherical L phases, rather than β’’ precipitates in the solely peak-aged ST sample. Our work provides a feasible example for exploring the combined processing technique of multi-step deformation and thermal treatments, to optimize the mechanical properties. 展开更多
关键词 Al-Mg-Si-Cu alloys Precipitations Equal channel angular pressing Defect phase diagram Microstructure
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A 112 Gbps DSP-based PAM4 SerDes receiver with a wide band equalization tuning AFE in 7 nm FinFET 被引量:1
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作者 Huanan Guo Yufeng Yao +1 位作者 Jiazhen Ni Xiang Gao 《Journal of Semiconductors》 2025年第6期44-52,共9页
In DSP-based SerDes application,it is essential for AFE to implement a pre-ADC equalization to provide a better sig-nal for ADC and DSP.To meet the various equalization requirements of different channel and transmitte... In DSP-based SerDes application,it is essential for AFE to implement a pre-ADC equalization to provide a better sig-nal for ADC and DSP.To meet the various equalization requirements of different channel and transmitter configurations,this paper presents a 112 Gbps DSP-Based PAM4 SerDes receiver with a wide band equalization tuning AFE.The AFE is realized by implementing source degeneration transconductance,feedforward high-pass branch and inductive feedback peaking TIA.The AFE offers a flexible equalization gain tuning of up to 17.5 dB at Nyquist frequency without affecting the DC gain.With the pro-posed AFE,the receiver demonstrates eye opening after digital FIR equalization and achieves 6×10^(-9) BER with a 29.6 dB inser-tion loss channel. 展开更多
关键词 AFE 112Gbps SerDes receiver wide band equalization
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Synchronous enhancement of corrosion resistance and mechanical properties of Mg-Zn-Ca alloys by grain refinement using equal channel angular pressing 被引量:1
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作者 Yi-zhuo WANG Xiao-ping LUO +6 位作者 Gang-xiao REN Hong-xia WANG Li-fei WANG Wei-li CHENG Hang LI Xiao-peng LU Kwang-seon SHIN 《Transactions of Nonferrous Metals Society of China》 2025年第6期1772-1786,共15页
To investigate the effect of microstructure evolution on corrosion behavior and strengthening mechanism of Mg-1Zn-1Ca(wt.%)alloys,as-cast Mg-1Zn-1Ca alloys were performed by equal channel angular pressing(ECAP)with 1 ... To investigate the effect of microstructure evolution on corrosion behavior and strengthening mechanism of Mg-1Zn-1Ca(wt.%)alloys,as-cast Mg-1Zn-1Ca alloys were performed by equal channel angular pressing(ECAP)with 1 and 4 passes.The corrosion behavior and mechanical properties of alloys were investigated by optical microscopy(OM),scanning electron microscopy(SEM),electron backscatter diffraction(EBSD),electrochemical tests,immersion tests and tensile tests.The results showed that mechanical properties improved after ECAP 1 pass;however,the corrosion resistance deteriorated due to high-density dislocations and fragmented secondary phases by ECAP.In contrast,synchronous improvement in the mechanical properties and corrosion resistance was achieved though grain refinement after ECAP 4 passes;fine grains led to a significant improvement in the yield strength,ultimate tensile strength,elongation,and corrosion rate of 103 MPa,223 MPa,30.5%,and 1.5843 mm/a,respectively.The enhanced corrosion resistance was attributed to the formation of dense corrosion product films by finer grains and the barrier effect by high-density grain boundaries.These results indicated that Mg-1Zn-1Ca alloy has a promising potential for application in biomedical materials. 展开更多
关键词 Mg−1Zn−1Ca alloy equal channel angular pressing grain refinement corrosion behavior mechanical properties
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Analysis of health insurance reform strategies from a risk-sharing perspective based on the Markov model 被引量:1
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作者 XU Pengyu ZHAO Lindu 《Journal of Southeast University(English Edition)》 2025年第1期118-126,共9页
China’s healthcare system faces increasing challenges,including surging medical costs,resource allocation imbalances favoring large hospitals,and ineffective referral mechanisms.The lack of a unified strategy integra... China’s healthcare system faces increasing challenges,including surging medical costs,resource allocation imbalances favoring large hospitals,and ineffective referral mechanisms.The lack of a unified strategy integrating standardized coverage with personalized payment compounds these issues.To this end,this study proposes a risk-sharing reform strategy that combines equal coverage for the same disease(ECSD)with an individualized out-of-pocket(I-OOP)model.Specifically,the study employs a Markov model to capture patient transitions across health states and care levels.The findings show that ECSD and I-OOP enhance equity by standardizing disease coverage while tailoring costs to patient income and facility type.This approach alleviates demand on high-tier hospitals,promoting primary care utilization and enabling balanced resource distribution.The study’s findings provide a reference for policymakers and healthcare administrators by presenting a scalable framework that is aligned with China’s development goals with the aim of fostering an efficient,sustainable healthcare system that is adaptable to regional needs. 展开更多
关键词 equal coverage for the same disease(ECSD) individualized out-of-pocket(I-OOP) health insurance reform risk sharing Markov model
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Equality and Inclusiveness&Harmonious Coexistence:Multi-dimensional Narratives of Civilisations from Writers'Perspective
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《International Understanding》 2025年第2期24-25,共2页
On the evening of May 3Oth,the parallel forum"Equality and Inclusiveness&Harmonious Coexistence:Multi-dimensional Narratives of Civilisations from Writers'Perspective",as part of the 4th Dialogue on ... On the evening of May 3Oth,the parallel forum"Equality and Inclusiveness&Harmonious Coexistence:Multi-dimensional Narratives of Civilisations from Writers'Perspective",as part of the 4th Dialogue on Exchanges and Mutual Learning among Civilisations,was held in Dunhuang.The forum was organised by the China Writers Association and co-organised by China National Publications Import&Export(Group)Corporation. 展开更多
关键词 INCLUSIVENESS dialogue EXCHANGES multi dimensional narratives civilisations writers perspective exchanges mutual learning EQUALITY
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A New CP-Based Non-Overlapping FBMC-QAM System for Future Wireless Communications
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作者 Ren Defeng Li Jing +1 位作者 Sun Chuiqiang Zhang Guohua 《China Communications》 2025年第5期108-127,共20页
A new cyclic prefix(CP)-based nonoverlapping FBMC-QAM(CP-NO-FBMC-QAM)system with two prototype filters is proposed in this paper,which satisfies complex orthogonality conditions and good frequency energy confinement a... A new cyclic prefix(CP)-based nonoverlapping FBMC-QAM(CP-NO-FBMC-QAM)system with two prototype filters is proposed in this paper,which satisfies complex orthogonality conditions and good frequency energy confinement at the same time.We analyze its inter-carrier interference/inter-symbol interference(ICI/ISI)over multipath channels.Owing to the additional CP,the ISI of received symbols over multipath channels is eliminated in the proposed system,and the resulting improvement in the signal-to-interference ratio(SIR)performance is evaluated by theoretical analysis.Moreover,for the ICI caused by multipath propagation in received symbols,we develop a method that eliminates the ICI by frequency-domain channel estimation and equalization before the receiver filtering process.The proposed CP-NO-FBMC-QAM system and ICI cancellation method(ICICM)are validated by comparisons of implementation complexity,power spectral density(PSD),bit error rate(BER)and channel estimation performance with conventional CP-based orthogonal frequency division multiplexing(CP-OFDM)and FBMC-QAM systems. 展开更多
关键词 channel equalization channel estimation cyclic prefix FBMC ICI cancellation
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A Study on the Strategies of Universality and Equality in Reading Promotion of Nordic Public Libraries
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作者 LUO Chen 《Cultural and Religious Studies》 2025年第6期289-295,共7页
Under the background of accelerated global cultural exchange and information dissemination,reading has become a crucial component of public cultural services.Public libraries in Nordic countries(Denmark,Sweden,Norway,... Under the background of accelerated global cultural exchange and information dissemination,reading has become a crucial component of public cultural services.Public libraries in Nordic countries(Denmark,Sweden,Norway,Finland,Iceland)stand out by adhering to the core philosophy of“universal sharing and equal reading”,integrating reading promotion into national strategies,and constructing extensive service networks through sound legal guarantees and adequate financial support.This study identifies four key strategies for universality and equality in Nordic public libraries:covering all age groups,eliminating group differences,integrating digital and physical resources,and ensuring the right to read through legislative,financial,and other institutional support.These provide a reference for global public cultural services. 展开更多
关键词 Nordic public libraries reading promotion UNIVERSALITY EQUALITY
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Low-light image enhancement based on multi-illumination estimation and multi-scale fusion
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作者 ZHANG Xin'ai GAO Jing +1 位作者 NIE Kaiming LUO Tao 《Optoelectronics Letters》 2025年第6期362-369,共8页
To improve image quality under low illumination conditions,a novel low-light image enhancement method is proposed in this paper based on multi-illumination estimation and multi-scale fusion(MIMS).Firstly,the illuminat... To improve image quality under low illumination conditions,a novel low-light image enhancement method is proposed in this paper based on multi-illumination estimation and multi-scale fusion(MIMS).Firstly,the illumination is processed by contrast-limited adaptive histogram equalization(CLAHE),adaptive complementary gamma function(ACG),and adaptive detail preserving S-curve(ADPS),respectively,to obtain three components.Then,the fusion-relevant features,exposure,and color contrast are selected as the weight maps.Subsequently,these components and weight maps are fused through multi-scale to generate enhanced illumination.Finally,the enhanced images are obtained by multiplying the enhanced illumination and reflectance.Compared with existing approaches,this proposed method achieves an average increase of 0.81%and 2.89%in the structural similarity index measurement(SSIM)and peak signal-to-noise ratio(PSNR),and a decrease of 6.17%and 32.61%in the natural image quality evaluator(NIQE)and gradient magnitude similarity deviation(GMSD),respectively. 展开更多
关键词 adaptive detail preserving s curve contrast limited adaptive histogram equalization adaptive complementary gamma function low light image enhancement equalization clahe adaptive complementary gamma function acg multi scale fusion weight maps multi illumination estimation
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Aged 80,the United Nations Is under Threat
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作者 ROBERT WALKER 《China Today》 2025年第9期46-48,共3页
THE world should be celebrating the creation of the United Nations(UN)80 years ago.However,its very existence is threatened.China recognizes the UN as the core of the international system.The UN Charter is a legal tre... THE world should be celebrating the creation of the United Nations(UN)80 years ago.However,its very existence is threatened.China recognizes the UN as the core of the international system.The UN Charter is a legal treaty under which national governments freely agree to uphold values and principles of behaviour.As a manifestation of the principle of“the sovereign equality of members,”each has an equal vote in the General Assembly. 展开更多
关键词 general assembly un charter united nations sovereign equality international system
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Strengthening Zn–Ag alloys with Mg addition
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作者 Xiao-ru Zhuo Tian-cheng Huang +10 位作者 Yi-heng Huang Xing-bing Dong Li-yan Zhao Xiao-jing Wang Guo-xiang Xu Yan-xin Qiao Jing-hua Jiang Ai-bin Ma Qi-chao Zhang Yi-shan Jiang Si-bing Chen 《Journal of Iron and Steel Research International》 2025年第8期2641-2650,共10页
Zn–Ag alloys are highly promising materials for fabricating biodegradable orthopedic implants.Nonetheless,they suffer from inferior strength.A Zn–2.5Ag alloy was alloyed with different contents of Mg(0.08,0.5,and 1 ... Zn–Ag alloys are highly promising materials for fabricating biodegradable orthopedic implants.Nonetheless,they suffer from inferior strength.A Zn–2.5Ag alloy was alloyed with different contents of Mg(0.08,0.5,and 1 wt.%)and then processed by equal channel angular pressing.Tensile tests and microstructure observation were conducted to investigate the impact of Mg addition on the microstructure and mechanical properties of Zn–2.5Ag alloy.Zn–2.5Ag alloy exhibits an ultrahigh elongation(EL)of 120.4%but a poor yield strength(YS)of 90.1 MPa,because of phase boundary sliding(PBS).Mg addition inhibits PBS and thus dramatically enhances YS but lowers EL.Specifically,YS of Zn–2.5Ag alloys containing Mg of 0.08%,0.5%,and 1%is 257.0,291.8,and 322.6 MPa,respectively.The alloys with 0.08%and 0.5%Mg possess an EL of around 30%,while the alloy with 1%Mg has an EL of only 11.0%.YS and EL of Zn–2.5Ag–0.5Mg alloy surpass that needed by orthopedic implants by 45.9%and 106.0%,respectively.Grain refinement strengthening is the main contributor to high strength.It is speculated that deformation twinning suppression and<c+a>pyramidal slip activation contribute to good ductility. 展开更多
关键词 Zn alloy Biodegradable material Equal channel angular pressing STRENGTH DUCTILITY
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WOMEN’S EMPOWERMENT IS A GLOBAL RESPONSIBILITY
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《China Report ASEAN》 2025年第11期38-39,共2页
Thirty years ago,Beijing hosted the Fourth World Conference on Women,which adopted the landmark Beijing Declaration and Platform for Action.This milestone document proclaimed for the first time that“Women’s rights a... Thirty years ago,Beijing hosted the Fourth World Conference on Women,which adopted the landmark Beijing Declaration and Platform for Action.This milestone document proclaimed for the first time that“Women’s rights are human rights,”formally introduced“gender mainstreaming”as a global strategy to advance gender equality,and a!rmed women’s equal rights across 12 key areas including politics,the economy,and culture. 展开更多
关键词 gender equality gender mainstreaming human rights Beijing Declaration womens empowerment
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Effect of ECAP temperature and deformation route on mechanical properties of pre-extruded Mg-5Gd-3Y-1Zn-0.5Zr alloys
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作者 Xiaojie Zhou Haiyou Xia +6 位作者 Jian Zhang Gang Zeng Xianzheng Lu Xiaomin Chen Xiaotong Pang Jiahao Li Jing Guo 《Journal of Materials Science & Technology》 2025年第9期237-250,共14页
The effect of rotational-die equal channel angular pressing(RD-ECAP)temperature and deformation route on the microstructure and mechanical properties of pre-extruded Mg-5Gd-3Y-1Zn-0.5Zr(wt%)alloys were investigated.Th... The effect of rotational-die equal channel angular pressing(RD-ECAP)temperature and deformation route on the microstructure and mechanical properties of pre-extruded Mg-5Gd-3Y-1Zn-0.5Zr(wt%)alloys were investigated.The results indicate that the RD-ECAP updates both theα-Mg texture and long-period stack-ing ordered(LPSO)arrangement in the pre-extruded alloy,while theα-Mg texture is more sensitive to the change of deformation route.The LPSO streamlines modify the anisotropy of mechanical properties of the ECAP alloys via exerting different reinforcing effects and modifying the crack propagation.The lower ECAP temperature of 350℃ rather than 400℃ promotes dynamic precipitation which deteriorates the following ageing-hardening response but conduces to refining theα-Mg grains and preventing a sharp drop in elongation after peak ageing.The 350A peak-aged alloy exhibits the optimal mechanical proper-ties with the average tensile yield strength(TYS)of 311 MPa(S_(TYS)=3.7,S indicates standard deviation)and elongation of 7.6%(S_(EL)=0.7).Its higher strength should mainly be attributed to the finer grain size,and its quasi-isotropic performance should be inherited from the ECAP state induced by the rational arrangement of LPSO phases. 展开更多
关键词 Mg alloys Long-period stacking ordered Equal channel angular pressing Microstructure Mechanical property Anisotropy
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Gender Equality at the Forefront G20 provides an opportunity to address gender gap
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《ChinAfrica》 2025年第11期28-30,共3页
The Global Leaders’Meeting on Women was held in Beijing,the capital of China,on 13-14 October.South African Minister in the Presidency for Women,Youth and Persons with Disabilities Sindisiwe Chikunga,attended the eve... The Global Leaders’Meeting on Women was held in Beijing,the capital of China,on 13-14 October.South African Minister in the Presidency for Women,Youth and Persons with Disabilities Sindisiwe Chikunga,attended the event.ChinAfrica spoke with her in an exclusive interview about the messages she brought to the meeting,South Africa’s progress in women’s empowerment,how the G20 presidency can contribute to this cause,and China’s role.An edited excerpt of the interview follows. 展开更多
关键词 gender equality gender gap global leaders meeting womens empowerment South Africa PRESIDENCY G womens rights
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Enhanced pneumonia detection:leveraging CLAHE in a mobile application
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作者 Wilny Wilson P J D Dorathi Jayaseeli 《Biomedical Engineering Communications》 2025年第4期18-35,共18页
Background:Pneumonia remains a critical global health challenge,manifesting as a severe respiratory infection caused by viruses,bacteria,and fungi.Early detection is paramount for effective treatment,potentially reduc... Background:Pneumonia remains a critical global health challenge,manifesting as a severe respiratory infection caused by viruses,bacteria,and fungi.Early detection is paramount for effective treatment,potentially reducing mortality rates and optimizing healthcare resource allocation.Despite the importance of chest X-ray diagnosis,image analysis presents significant challenges,particularly in regions with limited medical expertise.This study addresses these challenges by proposing a computer-aided diagnosis system leveraging targeted image preprocessing and optimized deep learning techniques.Methods:We systematically evaluated contrast limited adaptive histogram equalization with varying clip limits for preprocessing chest X-ray images,demonstrating its effectiveness in enhancing feature visibility for diagnostic accuracy.Employing a comprehensive dataset of 5,863 X-ray images(1,583 pneumonia-negative,4,280 pneumonia-positive)collected from multiple healthcare facilities,we conducted a comparative analysis of transfer learning with pre-trained models including ResNet50v2,VGG-19,and MobileNetV2.Statistical validation was performed through 5-fold cross-validation.Results:Our results show that the contrast limited adaptive histogram equalization-enhanced approach with ResNet50v2 achieves 93.40%accuracy,outperforming VGG-19(84.90%)and MobileNetV2(89.70%).Statistical validation confirms the significance of these improvements(P<0.01).The development and optimization resulted in a lightweight mobile application(74 KB)providing rapid diagnostic support(1-2 s response time).Conclusion:The proposed approach demonstrates practical applicability in resource-constrained settings,balancing diagnostic accuracy with deployment efficiency,and offers a viable solution for computer-aided pneumonia diagnosis in areas with limited medical expertise. 展开更多
关键词 PNEUMONIA contrast limited adaptive histogram equalization deep learning mobile application chest X-ray transfer learning
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Women’s Empowerment Is a Global Responsibility
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作者 《China Today》 2025年第11期16-19,共4页
THIRTY years ago,Beijing hosted the Fourth World Conference on Women,which adopted the landmark Beijing Declaration and Platform for Action.This milestone document proclaimed for the first time that,“Women’s rights ... THIRTY years ago,Beijing hosted the Fourth World Conference on Women,which adopted the landmark Beijing Declaration and Platform for Action.This milestone document proclaimed for the first time that,“Women’s rights are human rights,”formally introduced“gender mainstreaming”as a global strategy to advance gender equality,and affirmed women’s equal rights across 12 key areas,including politics,the economy,and culture. 展开更多
关键词 gender equality gender mainstreaming global leaders meeting beijing declaration womens empowerment
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Mechanical properties and microstructure of as-cast AA 7050 processed by equal channel angular pressing combined with inter-pass aging treatment
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作者 LI Jian HE Tao +2 位作者 DU Xiang-yang JIA Dong-sheng VERESCHAKA Alexy 《Journal of Central South University》 2025年第5期1678-1696,共19页
In this study,the interaction between deformation and precipitates during multiple equal channel angular pressing(ECAP)deformations and inter-pass aging combination and its effect on the mechanical properties of 7050 ... In this study,the interaction between deformation and precipitates during multiple equal channel angular pressing(ECAP)deformations and inter-pass aging combination and its effect on the mechanical properties of 7050 aluminum alloy are studied.The result show that ECAP induces numerous substructures and dislocations,effectively promoting the precipitation of theηʹphase exhibiting a bimodal structure during inter-pass aging.Following inter-pass aging and subsequent ECAP,the decrease in grain size(4.8μm)is together with the increase in dislocation density(1.24×10^(15) m^(−2))due to the pinning effect of the precipitated phase.Simultaneously,the dislocation motion causes the second phase particles to become even finer and more diffuse.The synergistic effects of precipitation strengthening,fine grain strengthening,and dislocation strengthening collectively enhance the high strength of aluminum alloys,with ultimate tensile strength and yield strength reaching approximately 610 and 565 MPa,respectively.Meanwhile,ductility remains largely unchanged,primarily due to coordinated grain boundary sliding and the uniform and fine dispersion of second phase particles. 展开更多
关键词 equal channel angular pressing 7050 aluminum alloys inter-pass aging mechanical properties PRECIPITATES dislocation
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GLOBAL VISION
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《China Standardization》 2025年第3期50-51,共2页
On May 17,the World Telecommunication and Information Society Day(WTISD),ITU marks 160 years of technology for humanity with a light show at the Place des Nations in Geneva-also streamed live on ITU’s social media pl... On May 17,the World Telecommunication and Information Society Day(WTISD),ITU marks 160 years of technology for humanity with a light show at the Place des Nations in Geneva-also streamed live on ITU’s social media platforms.WTISD 2025 highlights the pressing need to advance digital gender equality,so that women and girls everywhere can also benefit from and contribute to digital transformation. 展开更多
关键词 World Telecommunication Information Society Day Geneva ITU Light Show light show Digital Gender Equality social media platformswtisd
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Integration of YOLOv11 and Histogram Equalization for Fire and Smoke-Based Detection of Forest and Land Fires
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作者 Christine Dewi Melati Viaeritas Vitrieco Santoso +3 位作者 Hanna Prillysca Chernovita Evangs Mailoa Stephen Abednego Philemon Abbott Po Shun Chen 《Computers, Materials & Continua》 2025年第9期5361-5379,共19页
Early detection of Forest and Land Fires(FLF)is essential to prevent the rapid spread of fire as well as minimize environmental damage.However,accurate detection under real-world conditions,such as low light,haze,and ... Early detection of Forest and Land Fires(FLF)is essential to prevent the rapid spread of fire as well as minimize environmental damage.However,accurate detection under real-world conditions,such as low light,haze,and complex backgrounds,remains a challenge for computer vision systems.This study evaluates the impact of three image enhancement techniques—Histogram Equalization(HE),Contrast Limited Adaptive Histogram Equalization(CLAHE),and a hybrid method called DBST-LCM CLAHE—on the performance of the YOLOv11 object detection model in identifying fires and smoke.The D-Fire dataset,consisting of 21,527 annotated images captured under diverse environmental scenarios and illumination levels,was used to train and evaluate the model.Each enhancement method was applied to the dataset before training.Model performance was assessed using multiple metrics,including Precision,Recall,mean Average Precision at 50%IoU(mAP50),F1-score,and visual inspection through bounding box results.Experimental results show that all three enhancement techniques improved detection performance.HE yielded the highest mAP50 score of 0.771,along with a balanced precision of 0.784 and recall of 0.703,demonstrating strong generalization across different conditions.DBST-LCM CLAHE achieved the highest Precision score of 79%,effectively reducing false positives,particularly in scenes with dispersed smoke or complex textures.CLAHE,with slightly lower overall metrics,contributed to improved local feature detection.Each technique showed distinct advantages:HE enhanced global contrast;CLAHE improved local structure visibility;and DBST-LCM CLAHE provided an optimal balance through dynamic block sizing and local contrast preservation.These results underline the importance of selecting preprocessing methods according to detection priorities,such as minimizing false alarms or maximizing completeness.This research does not propose a new model architecture but rather benchmarks a recent lightweight detector,YOLOv11,combined with image enhancement strategies for practical deployment in FLF monitoring.The findings support the integration of preprocessing techniques to improve detection accuracy,offering a foundation for real-time FLF detection systems on edge devices or drones,particularly in regions like Indonesia. 展开更多
关键词 Histogram equalization YOLO forest and land fire detection deep learning
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