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Deep learning-based inversion of stress curves and crack quantification in NPR anchored rock masses
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作者 CUI Li REN Wenfeng +6 位作者 MIAO Chengyu ZHANG Yong ZHAO Chengwei ZHAI Sheng-tian HAI Ran MA Jianjun SUN Xiaoming 《Journal of Mountain Science》 2025年第12期4703-4716,共14页
In geotechnical engineering applications,including mining and tunnel construction,the stability of fractured rock masses is paramount to ensuring structural safety.The spatial distribution and temporal evolution of in... In geotechnical engineering applications,including mining and tunnel construction,the stability of fractured rock masses is paramount to ensuring structural safety.The spatial distribution and temporal evolution of internal fractures fundamentally govern the mechanical behavior and failure mechanisms of rock masses.Nevertheless,the inherent complexity and structural concealment of rock mass systems pose significant challenges for the direct measurement of critical internal mechanical parameters.This study explores the use of deep learning to invert mechanical responses of NPR(Negative Poisson's Ratio)anchored fractured rock masses.Discrete Element Method(DEM)simulations were conducted to generate datasets including stress-strain curves and crack numbers under various initial fracture distributions.Three models—GRU,CNN+GRU,and CNN+GRU+ATT—were developed to predict rock mechanical parameters from NPR cable force data.Results show that the CNN+GRU+ATT model achieves superior accuracy,with R^(2)>0.90 and RMSE<5 on stress prediction tasks.It also accurately estimates initial crack quantity(np),with mean prediction error under 10%for high-fracture scenarios.The proposed model effectively captures stress fluctuations,offering early-warning potential for failure.The approach demonstrates strong generalization and robustness across varying crack configurations,providing a feasible framework for real-time health monitoring and mechanical parameter estimation in fractured rock engineering. 展开更多
关键词 NPR anchor cable anchored rock mass Rock crack Inverse analysis Deep learning
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Rockburst failure characteristics and energy evolution law of cross-layer anchored rock mass based on optical-thermal-acoustic combinative monitoring
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作者 Yunhao Wu Hanpeng Wang +5 位作者 Wei Wang Jianguo Fan Chunming Li Bing Zhang Dekang Sun Fubin Hou 《International Journal of Mining Science and Technology》 2025年第12期2157-2177,共21页
Weak structural planes commonly exist in underground engineering.These planes make anchor structures more prone to failure,threatening rock stability,threatening the safety and stability of underground engineering.Opt... Weak structural planes commonly exist in underground engineering.These planes make anchor structures more prone to failure,threatening rock stability,threatening the safety and stability of underground engineering.Optical-Thermal-Acoustic(OTA)monitoring was applied during uniaxial compression tests on cross-layer anchored rock masses.The study revealed the mechanical properties,failure characteristics,and energy evolution of rock masses with different anchoring methods and bedding angles.Key findings:anchoring suppresses transverse deformation and tensile crack propagation,increasing elastic modulus and bearing capacity;anchored rock shows more intense acoustic emission but smaller infrared temperature changes;the structural plane angle controls the direction of crack extension and the evolution of the strain characteristics,and the rock is prone to instantaneous slip failure of the structural surface at 45°–75°,and the lower strength with significant IR change characteristics.Distinct OTA characteristics during rupture validate the method's reliability for rockburst early warning and intensity assessment.Moreover,based on the failure characteristics of cross-layer anchored rock masses,a shear failure criterion for anchored structural planes is established.This criterion enables prediction of rock mass failure modes,analysis of bolt support resistance,reference for support design/construction in underground engineering within complex strata. 展开更多
关键词 anchored rock Layered rock Structural plane Infrared monitoring Energy evolution Failure criterion
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Ag anchored mesoporous carbon hollow sphere in Cellulose nanofibers/MXene composite films for high-performance electromagnetic interference shielding
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作者 Wenting Tao Wenqin Shao +5 位作者 Meng Ma Si Chen Yanqin Shi Huiwen He Yulu Zhu Xu Wang 《Nano Materials Science》 2025年第1期65-73,共9页
The increasingly serious electromagnetic(EM)radiation and related pollution effects have gradually attracted people's attention in the information age.Hence,it's crucial to develop adaptive shielding materials... The increasingly serious electromagnetic(EM)radiation and related pollution effects have gradually attracted people's attention in the information age.Hence,it's crucial to develop adaptive shielding materials with minimum EM waves(EMW)reflection.In this paper,Ag nanoparticles loaded mesoporous carbon hollow spheres(MCHS@Ag)were synthesized by chemical reduction method,and cellulose nanofibers(CNF)/MXene/MCHS@Ag homogeneous composites were prepared.The total EM interference shielding efficiency(SET)of CNF/MXene/MCHS@Ag composite film was 32.83 dB(at 12.4 GHz),and the absorption effectiveness(SEA)was improved to 26.6 dB,which was 63.1%and 195.5%higher than that of CNF/MXene/MCHS composite film.The low dielectric property of MCHS effectively optimized the impedance matching between the composites and air.The hollow porous structure prolonged the transmission path of EMW and increased the absorption loss of the composites.At the same time,Ag nanoparticles located the MCHS were helpful to construct the internal conductive path overcoming the damage of the conductive property caused by the low dielectric of MCHS.This research adopts a straightforward method to construct a lightweight,pliable,and mesoporous composites for EMI shielding,which serves a crucial role in the current era of severe EM pollution. 展开更多
关键词 EMI shielding Porous structure Low reflection Film Ag anchored
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Dynamic damage characteristics and control mechanism of rocks anchored by constant resistance and energy absorption material
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作者 Bei Jiang Kunbo Wu +4 位作者 Qi Wang Yetai Wang Wenrui Wu Yaoxia Feng Yanbo Zhang 《International Journal of Mining Science and Technology》 2025年第1期57-67,共11页
With resource exploitation and engineering construction gradually going deeper,the surrounding rock dynamic disaster becomes frequent and violent.The anchorage support is a common control method of surrounding rock in... With resource exploitation and engineering construction gradually going deeper,the surrounding rock dynamic disaster becomes frequent and violent.The anchorage support is a common control method of surrounding rock in underground engineering.To study the dynamic damage characteristics of anchored rock and the energy absorption control mechanism of dynamic disasters,a new type of constant resistance and energy absorption(CREA)material with high strength,high elongation and high energy absorption characteristics is developed.A contrast test of rockbursts in anchored rock with different support materials is conducted.The test results show that the surface damage rates and energy release degree of anchored rock with common bolt(CB)and CREA are lower than those of unanchored rock,respectively.The total energy,average energy and maximum energy released by CREA anchored rock are 30.9%,94.3%and 84.4%lower than those of CB anchored rock.Compared with unanchored rock,the rockburst peak stress in the CREA anchored rock is increased by 39.9%,and the rockburst time is delayed by 53.2%.Based on the rockburst energy calculation model,the evolution law of rockburst peak stress and energy release is investigated.The control mechanism of CREA support units on rock dynamic failure is clarified. 展开更多
关键词 Constant resistance and energy absorption anchored rock ROCKBURST Peak stress Control mechanism
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A Concept Solution of Anchored Diaphragm Wall in Central Part of Budva Town
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作者 Helidon Kokona 《Journal of Civil Engineering and Architecture》 2025年第10期484-492,共9页
In this paper is presented a concept solution and acceptance test application procedure of deep pit protection structure,intended for three underground levels of residential building:A,B,C,D,block 10C,Budva,Montenegro... In this paper is presented a concept solution and acceptance test application procedure of deep pit protection structure,intended for three underground levels of residential building:A,B,C,D,block 10C,Budva,Montenegro.The anchored wall used consist of nongravity cantilevered walls with three levels of ground anchors.Nongravity cantilevered walls employ continuous walls constructed in slurry trenches(i.e.,slurry(diaphragm)walls),e.g vertical elements that are drilled to depths below the finished excavation grade.For those nongravity cantilevered walls,support is provided through the shear and bending stiffness of the vertical wall elements and passive resistance from the soil below the finished excavation grade.Anchored wall support relies on these components as well as lateral resistance provided by the ground anchors to resist horizontal pressures(e.g.,earth,water,external loads)acting on the wall.Anchored wall analysed and applied is temporary supporting structure necessary for the excavation and erection of the underground structure part up to ground surface level.Temporary ground anchors lifetime is up to two years.Dynamic loads are not considered. 展开更多
关键词 anchored retaining walls slurry walls deep excavation support ground anchors
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The burst resistance mechanism of anchored rock using new energy-absorbing material
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作者 WANG Qi WU Wen-rui +4 位作者 JIANG Bei WEI Hua-yong HE Man-chao WANG Ye-tai XUE Hao-jie 《Journal of Central South University》 2025年第11期4361-4374,共14页
Rockburst is a common disaster in deep underground engineering,which seriously impacts project construction safety.Understanding its causes and burst resistance mechanism is of significance for rockburst prevention an... Rockburst is a common disaster in deep underground engineering,which seriously impacts project construction safety.Understanding its causes and burst resistance mechanism is of significance for rockburst prevention and mitigation.We developed a new type of high strength,large elongation,and strong energy-absorbing material,and conducted comparative tests on both basic and anchored rock specimens with such material.We analyzed the rockburst process,energy release and peak stress of the rock,and force and deformation withstood by the energy-absorbing bolts.The experimental results show that the energy reduction rate of the rocks reinforced by energy-absorbing bolts is more than 80%,compared with that of the basic rock.The force exerted on the energy-absorbing bolts increases suddenly when the rockburst occurs,and the strength utilization rates of the energy-absorbing bolts under strain rockburst and impact rockburst conditions are 73.3%and 61.2%,respectively.Rockburst also causes non-uniform shear deformation of the anchor bolt.Based on the rockburst energy criterion,the peak stress of the anchored rock is 2.2 times and 2.5 times the uniaxial compressive strength of the rock,respectively,under strain rockburst and impact rockburst conditions.The energy required for rockburst is 396.0 and 478.4 kJ/m^(3),respectively.The energy-anchoring bolts can effectively reduce the likelihood of rockburst.The results can provide a reference for support design for burst-prone rock in underground engineering. 展开更多
关键词 rockburst experiments constant resistance energy-absorbing anchored rock burst resistance mechanism
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Separation Properties of a New Polysiloxane-Anchored β-Cyclodextrin Derivative as Gas Chromatography Stationary Phase 被引量:1
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作者 史雪岩 傅若农 顾峻岭 《Journal of Beijing Institute of Technology》 EI CAS 2002年第3期285-289,共5页
A new capillary gas chromatography stationary phase, monokis (2,6 di O benzyl 3 O propyl (3’)) hexakis(2,6 di O benzyl 3 O methyl) β CD bonded polysiloxane, was synthesized. It ex... A new capillary gas chromatography stationary phase, monokis (2,6 di O benzyl 3 O propyl (3’)) hexakis(2,6 di O benzyl 3 O methyl) β CD bonded polysiloxane, was synthesized. It exhibited separation abilities to disubstituted benzene isomers and some chiral solutes. It was also found that the polarity of CD derivatives can be lowered both by chemically bonding it to polysiloxane and by diluting it in polysiloxane. The separation abilities of the polysiloxane anchored CDs (SP CD) are higher than that of the unbonded CDs (S CD) and the diluted S CD at lower column temperature. Hydrosilylation reaction is one of the best methods to lower the operating temperature of CDs. 展开更多
关键词 capillary gas chromatography stationary phase polysiloxane anchored β cyclodextrin derivative di substituted benzene isomers separation enantiomers separation
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Covalent anchored Pd nanoclusters via a defect-mediated strategy for efficient alkaline hydrogen electrocatalysis
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作者 Guanghui Xia Huimin Xu +6 位作者 Yuchen Zhang Zhixiang Wang Ji Zhou Junyu Chen Yao Wang Yungui Chen Chaoling Wu 《Journal of Energy Chemistry》 2025年第12期346-353,I0010,共9页
The development of high-performance metal nanocluster catalysts is hindered by a fundamental stabilization-activity trade-off.Oxide supports often induce over-stabilization via insulating overlayers that block active ... The development of high-performance metal nanocluster catalysts is hindered by a fundamental stabilization-activity trade-off.Oxide supports often induce over-stabilization via insulating overlayers that block active sites,while conventional functionalized carbon supports suffer from thermodynamic instability and weak metal-support electronic coupling,leading to aggregation.Herein,a novel defectmediated covalent anchoring strategy is presented to immobilize transition metal(Pd,Ru,and Ir)NCs within ordered mesoporous carbon.This approach leverages intrinsic micropore defects to capture precursors and facilitate in-situ formation of direct metal-carbon covalent bonds.Controlled pyrolysis confines metal atom sintering into clusters within the mesopores,achieving high metal loading.This enrooted architectu re uniquely balances stability and activity:it avoids the excessive metal-carbon bonding detrimental to single-atom catalysts while maintaining sufficient,controllable interactions.The resulting Pd NCs catalyst exhibits exceptional hydrogen oxidation reaction activity,surpassing mass activity benchmarks of conventional Pt/C.Critically,this methodology decouples atomic-scale stabilization from catalytic site accessibility,resolving the long-standing activity-stability dilemma and providing a generalizable platform for fabricating stable,high-loading cluster catalysts with optimized electronic structures. 展开更多
关键词 NANO-CLUSTERS Metal-support interaction Alkaline hydrogen oxidation Palladium Covalent anchoring
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Miniature magnetically anchored and controlled camera system for trocar-less laparoscopy 被引量:8
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作者 ding-hui dong hao-yang zhu +5 位作者 yu luo hong-ke zhang jun-xi xiang fei xue rong-qian wu yi lv 《World Journal of Gastroenterology》 SCIE CAS 2017年第12期2168-2174,共7页
AIM To design a miniature magnetically anchored and controlled camera system to reduce the number of trocars which are required for laparoscopy.METHODS The system consists of a miniature magnetically anchored camera w... AIM To design a miniature magnetically anchored and controlled camera system to reduce the number of trocars which are required for laparoscopy.METHODS The system consists of a miniature magnetically anchored camera with a 30° downward angle, an external magnetically anchored unit, and a vision output device. The camera weighs 12 g, measures Φ10.5 mm × 55 mm and has two magnets, a vision model, a light source, and a metal hexagonal nut. To test the prototype, the camera was inserted through a 12-mm conventional trocar in an ex vivo real liver laparoscopic training system. A trocar-less laparoscopic cholecystectomy was performed 6 times using a 12-mm and a 5-mm conventional trocar. In addition, the same procedure was performed in four canine models.RESULTS Both procedures were successfully performed using only two conventional laparoscopic trocars. The cholecystectomy was completed without any major complication in 42 min(38-45 min) in vitro and in 50 min(45-53 min) using an animal model. This camera was anchored and controlled by an external unit magnetically anchored on the abdominal wall. The camera could generate excellent image. with no instrument collisions.CONCLUSION The camera system we designed provides excellent optics and can be easily maneuvered. The number of conventional trocars is reduced without adding technical difficulties. 展开更多
关键词 Trocar-less laparoscopy Magnetically anchored and controlled camera Minimally invasive surgery
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Strength characteristics of rock anchored by NPR bolt with different preloads 被引量:4
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作者 SUN Xiao-ming CUI Li +2 位作者 ZHANG Yong WANG Lei JIANG Ming 《Journal of Mountain Science》 SCIE CSCD 2023年第3期834-844,共11页
This study compares the strength characteristics of rocks anchored by NPR bolts and ordinary bolts with varied preloads,based on the mechanical properties of NPR bolts(with a negative Poisson’s ratio).The results sho... This study compares the strength characteristics of rocks anchored by NPR bolts and ordinary bolts with varied preloads,based on the mechanical properties of NPR bolts(with a negative Poisson’s ratio).The results show that the uniaxial compressive stress-strain curve of ordinary anchored rocks exhibits noticeable abrupt changes.After reaching peak strength,the bolt breaks,whereas the stress-strain curve of NPR-anchored rocks is smoother.The NPR bolt enters the stage of continuous resistance after reaching maximal strength and does not break.As the preload increases,the strength of the anchored rock grows linearly.A calculation equation for the strength of the anchored rock is proposed based on the preload.The theoretical equation fits the test results well,and the fitted parameters show that NPR bolts can better increase the strength of the rock.The concept of dynamic toughness UC of anchored rock is proposed to reflect the comprehensive mechanical properties of anchored rock,including strength and plasticity.As the preload increases,the UC of ordinary anchored rock first decreases and then increases,while the UC of the NPR anchored rock does not change significantly with the preload when the strain is small,and the UC increases with the increase of the preload when the strain is large. 展开更多
关键词 NPR bolt anchored rock Rock bolt Uniaxial compression PRELOAD Strength characteristics
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Monotonic uplift behavior of anchored pier foundations in soil overlying rock 被引量:4
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作者 Yizhou SUN Honglei SUN +2 位作者 Chong TANG Yuanqiang CAI Feng PAN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2023年第7期569-583,共15页
Rock-embedded foundations with good uplift and bearing capacity are often used in mountains or hilly areas.However,there are soil layers with a certain thickness on the rocks in these mountainous areas,and the utiliza... Rock-embedded foundations with good uplift and bearing capacity are often used in mountains or hilly areas.However,there are soil layers with a certain thickness on the rocks in these mountainous areas,and the utilization of those soil layers is a problem worthy of attention in foundation construction.Considering construction-and cost-related factors,traditional single-form foundations built on such sites often cannot provide sufficient resistance against uplift.Therefore,an anchored pier foundation composed of anchors and belled piers,specifically constructed for such conditions,can be invaluable in practice.This paper introduces an experimental and analytical study to investigate the uplift capacity and the uplift mobilization coefficients(UMCs)of the anchored pier foundation.In this study,three in-situ monotonic pullout tests were carried out to analyze the load–displacement characteristics,axial force distribution,load transfer mechanism,and failure mechanism.A hyperbolic model is used to fit the load–displacement curves and to reveal the asynchrony of the ultimate limit states(ULSs)of the anchor group and the belled pier.Based on the results,the uplift capacity can be calculated by the UMCs and the anchor group and pier uplift capacities.Finally,combined with the estimation of the deformation modulus of the soil and rock,the verification calculation of the uplift capacity and UMC was carried out on the test results from different anchored pier foundations. 展开更多
关键词 Uplift capacity anchored pier foundation Belled pier Rock anchor Uplift mobilization coefficient(UMC)
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Color constancy using color edge moments and regularized regression in anchored neighborhood
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作者 吴萌 罗凯 《Journal of Southeast University(English Edition)》 EI CAS 2016年第4期426-431,共6页
To improve the accuracy of illumination estimation while maintaining a relative fast execution speed, a novel learning-based color constancy using color edge moments and regularized regression in an anchored neighborh... To improve the accuracy of illumination estimation while maintaining a relative fast execution speed, a novel learning-based color constancy using color edge moments and regularized regression in an anchored neighborhood is proposed. First, scene images are represented by the color edge moments of various orders. Then, an iterative regression with a squared Frobenius norm(F-norm) regularizer is introduced to learn the mapping between the edge moments and illuminants in the neighborhood of the anchored sample.Illumination estimation for the test image finally becomes the nearest anchored point search followed by a matrix multiplication using the associated mapping matrix which can be precalculated and stored. Experiments on two standard image datasets show that the proposed approach significantly outperforms the state-of-the-art algorithms with a performance increase of at least 10. 35% and 7. 44% with regard to median angular error. 展开更多
关键词 color constancy color edge moments anchored neighborhood nearest neighbor
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Co-Evolution Optimization of Anchored Row Piles for Deep Foundation Pit 被引量:3
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作者 周东 吴恒 +2 位作者 李陶声 韦日钰 陈秋莲 《Journal of China University of Mining and Technology》 2001年第2期123-131,共9页
The thinking of co evolution is applied to the optimization of retaining and protecting structure for deep foundation excavation, and the system of optimization of anchored row piles for deep foundation pit has been a... The thinking of co evolution is applied to the optimization of retaining and protecting structure for deep foundation excavation, and the system of optimization of anchored row piles for deep foundation pit has been already developed successfully. For the co evolution algorithm providing an evolutionary mechanism to simulate ever changing problem space, it is an optimization algorithm that has high performance, especially applying to the optimization of complicated system of retaining and protecting for deep foundation pit. It is shown by many engineering practices that the co evolution algorithm has obvious optimization effect, so it can be an important method of optimization of retaining and protecting for deep foundation pit. Here the authors discuss the co evolution model, object function, all kinds of constraint conditions and their disposal methods, and several key techniques of system realization. 展开更多
关键词 genetic algorithm co evolution OPTIMIZATION anchored row piles deep foundation pit
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TRANSFER HYDROGENATION OF KETONES BY PROPAN-2-OL OVER POLY(PHENYLENE OXIDE) ANCHORED RUTBENIUM CATALYST 被引量:1
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作者 Han Rong GAO Yun XU Shi Jian LIAO and Dao Rong YU(Dalina Institute of Chemical Physics,Chinese Acaemy of Sciences,Dalian 116023)(Laboratory of Organometallic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences ,Shanghai 20003 《Chinese Chemical Letters》 SCIE CAS CSCD 1994年第3期189-192,共4页
Both aliphatic and aromatic ketones are efficiently transfer-hydrogenated by propan-2-ol under mild conditions in the presence of a catalytic amount of poly(2,6-dimethyl-1,4-Phenylene oxide) (PPO) anchored ruthenium... Both aliphatic and aromatic ketones are efficiently transfer-hydrogenated by propan-2-ol under mild conditions in the presence of a catalytic amount of poly(2,6-dimethyl-1,4-Phenylene oxide) (PPO) anchored ruthenium complex and sodium hydroxide. An important feature of this polymer anchored catalyst is its stability in air. 展开更多
关键词 OL OVER PROPAN PHENYLENE KETONES anchored BY
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Experimental Investigations on the Roll Motion Characteristics of Multi-Fishing Boats Anchored Side by Side 被引量:1
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作者 SUN Yi-yan YU De-shuang +2 位作者 XIONG Yu-zhang WANG Gang LI Xing 《China Ocean Engineering》 CSCD 2024年第6期1071-1081,共11页
Fishing boats are usually anchored side by side in the harbor because of the small structural size and poor resistance to wind and waves.A series of physical model experiments are conducted to investigate the motion c... Fishing boats are usually anchored side by side in the harbor because of the small structural size and poor resistance to wind and waves.A series of physical model experiments are conducted to investigate the motion characteristics of multiple fishing boats that are moored together.A decay test in calm water is conducted to study the natural period and damping coefficients.Regular wave experiments are performed to analyze the roll motion response of each boat for four modes(different numbers of boats side-by-side).The results indicate that the“natural period”of each boat for the mode of multi-boats especially three or four boats,is slightly smaller than that of a single boat,whereas the damping coefficient is visibly larger than that of a single boat.The maximum roll angle of each boat does not appear at the same time under a 90°incident wave.Small roll motion energy is generated at low frequencies and high frequencies when multiple boats are moored together.The energy decreases with the increasing wave period.The roll motion responses of each boat in four modes exhibit different trends with the increasing wave frequency.The number of boats and boat position have significant effects on roll motion. 展开更多
关键词 multi-fishing boats anchored side by side physical model experiment decay test regular wave experiment roll motion
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Atomically dispersed Fe atoms anchored on N-doped carbon hollow nanospheres boost the electrocatalytic performance for oxygen reduction reaction
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作者 Danye Liu Dong Chen Jun Yang 《Green Energy & Environment》 SCIE CSCD 2019年第3期208-209,共2页
Oxygen reduction reaction(ORR)is the key reaction at the cathode of proton exchange membrane fuel cells(PEMFCs)and metal-air batteries(1)To address the challenges associated with Pt-based electrocatalysts having promi... Oxygen reduction reaction(ORR)is the key reaction at the cathode of proton exchange membrane fuel cells(PEMFCs)and metal-air batteries(1)To address the challenges associated with Pt-based electrocatalysts having prominent activity for ORR,e.g.scarce abundance,prohibitive cost,poor stability,and vulnerability to reaction intermediates,it is necessary to explore other cost-effective ORR electrocatalysts with competitive or even superior performance to promote the commercialization of the energy conversion devices. 展开更多
关键词 Atomically dispersed FE ATOMS anchored on N-DOPED CARBON hollow NANOSPHERES BOOST the electrocatalytic performance for oxygen reduction reaction SiO BOOST
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Graphdiyne scaffold anchored highly dispersed ruthenium nanoparticles as an efficient cathode catalyst for rechargeable Li-CO_(2) battery
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作者 Yiru Ma Huiqi Qu +8 位作者 Wenna Wang Ziyang Guo Yueqin Yu Feng Liu Bin Yu Minge Tian Zhenjiang Li Bin Li Lei Wang 《Chinese Chemical Letters》 SCIE CAS CSCD 2024年第1期552-557,共6页
Lithium (Li)-CO_(2) battery is rising as an attractive energy-storage system with the competence of CO_(2) conversion/fixation. However, its practical development is seriously hindered by the high overpotential. Herei... Lithium (Li)-CO_(2) battery is rising as an attractive energy-storage system with the competence of CO_(2) conversion/fixation. However, its practical development is seriously hindered by the high overpotential. Herein, a rational design on a highly catalytic Li-CO_(2) battery electrode built by graphdiyne powder as a multi-functional laminar scaffold with anchored highly dispersed Ru nanoparticles is explored. The strong interaction between the abundant acetylenic bond sites of graphdiyne scaffold and Ru nanoparticles can effectively promote the electrochemical progress and reduce the voltage polarization. The unique channels architecture of the cathodic catalyst with enough space not only accelerates CO_(2) diffusion and electrons/Li+ transport, but also allows a large amount of accommodation for discharged product (Li2CO3) to assure an advanced capacity. The corresponding Li-CO_(2) battery displays an advanced discharged capacity of 15,030 mAh/g at 500 mA/g, great capacity retention of 8873 mAh/g at 2 A/g, high coulombic efficiency of 97.6% at 500 mA/g and superior life span for 120 cycles with voltage gap of 1.67 V under a restricted capacity of 1000 mAh/g at 500 mA/g. Ex/in-situ studies prove that synergy between Ru nanoparticles and acetylene bonds of GDY can boost the round-trip CO_(2)RR and CO_(2)ER kinetics. 展开更多
关键词 NANOPORES Li-CO_(2)battery anchored Ru nanoparticles Graphdiyne Synergistic effect
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Mechanical behavior of 2G NPR bolt anchored rock samples under static disturbance loading
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作者 WANG Jiong JIANG Jian +4 位作者 WANG Siyu CHANG Yiwen LIU Peng HE Manchao CHENG Shuang 《Journal of Mountain Science》 SCIE CSCD 2024年第7期2494-2516,共23页
The deep mining of coal resources is accompanied by severe environmental challenges and various potential engineering hazards.The implementation of NPR(negative Poisson's ratio)bolts are capable of controlling lar... The deep mining of coal resources is accompanied by severe environmental challenges and various potential engineering hazards.The implementation of NPR(negative Poisson's ratio)bolts are capable of controlling large deformations in the surrounding rock effectively.This paper focuses on studying the mechanical properties of the NPR bolt under static disturbance load.The deep nonlinear mechanical experimental system was used to study the mechanical behavior of rock samples with different anchored types(unanchored/PR anchored/2G NPR anchored)under static disturbance load.The whole process of rock samples was taken by high-speed camera to obtain the real-time failure characteristics under static disturbance load.At the same time,the acoustic emission signal was collected to obtain the key characteristic parameters of acoustic emission such as acoustic emission count,energy,and frequency.The deformation at the failure of the samples was calculated and analyzed by digital speckle software.The findings indicate that the failure mode of rock is influenced by different types of anchoring.The peak failure strength of 2G NPR bolt anchored rock samples exhibits an increase of 6.5%when compared to the unanchored rock samples.The cumulative count and cumulative energy of acoustic emission exhibit a decrease of 62.16%and 62.90%,respectively.The maximum deformation of bearing capacity exhibits an increase of 59.27%,while the failure time demonstrates a delay of 42.86%.The peak failure strength of the 2G NPR bolt anchored ones under static disturbance load exhibits an increase of 5.94%when compared to the rock anchored by PR(Poisson's ratio)bolt.The cumulative count and cumulative energy of acoustic emission exhibit a decrease of 47.16%and 43.86%,respectively.The maximum deformation of the bearing capacity exhibits an increase of 50.43%,and the failure time demonstrates a delay of 32%.After anchoring by 2G NPR bolt,anchoring support effectively reduces the risk of damage caused by static disturbance load.These results demonstrate that the support effect of 2G NPR bolt materials surpasses that of PR bolt. 展开更多
关键词 anchored rock samples Static disturbance load Acoustic emission characteristics Digital speckle Negative Poisson's ratio
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Improved Anchored Neighborhood Regression Enhancement for Face Recognition
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作者 WANG Yunfei DING Hui +2 位作者 SHANG Yuanyuan SHAO Zhuhong FU Xiaoyan 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第5期600-606,共7页
Although progress in face recognition is encouraging, the accuracy rate of face recognition remains to be increased. Since the face image quality has a positive influence on face recognition accuracy, the image enhanc... Although progress in face recognition is encouraging, the accuracy rate of face recognition remains to be increased. Since the face image quality has a positive influence on face recognition accuracy, the image enhancement methods are popular in face recognition. Most current image enhancement methods aim at improving visual appearance, but cannot improve recognition accuracy remarkably. In this paper, a feature evaluation operator is designed to overcome this problem. The operator selects patches with the best quality, and then face image is reconstructed with the selected patches. The proposed algorithm is tested on two different face recognition applications. Accuracy is raised after enhancement, and the result proves that the proposed algorithm is effective. 展开更多
关键词 ENHANCEMENT anchored neighborhood regression (ANR) recognition accuracy feature evaluationoperator
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CARBONYLATION OF ALLYL HALIDES CATALYZED BY POLY(N-VINYL-2-PYRROLIDONE) ANCHORED PALLADIUM CATALYST UNDER ATMOSPHERIC PRESSURE
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作者 Han Rong GAO Yun XU +1 位作者 Shi Jian LIAO Dao Rong YUDalian Institute of Chemical Physics,Chinese Academy of Sciences,Dalian,116023Laboratory of Organometallic Chemistry,Shanghai Institute of Organic Chemistry,Chinese Academy of Sciences,Shanghai,200032 《Chinese Chemical Letters》 SCIE CAS CSCD 1992年第5期351-354,共4页
Carbonylation of allyl halides catalyzed by poly(N-vinyl-2-pyrro- lidone) anchored palladium catalyst affords β,r-butonic acid under atmo- spheric pressure and at room temperature.The activity and efficiency of the c... Carbonylation of allyl halides catalyzed by poly(N-vinyl-2-pyrro- lidone) anchored palladium catalyst affords β,r-butonic acid under atmo- spheric pressure and at room temperature.The activity and efficiency of the catalyst are much higher than those of the reported catalysts for this reaction. 展开更多
关键词 anchored PALLADIUM CATALYST UNDER ATMOSPHERIC PRESSURE CARBONYLATION OF ALLYL HALIDES CATALYZED BY POLY N-VINYL-2-PYRROLIDONE
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