Loading...

Archive

    For Selected: Toggle Thumbnails
    Information & Control
    Secure Outsourcing Method for Solving Linear Algebraic Equations Based on LU Decomposition
    Da FENG, Fu-cai ZHOU, Qi-yu WU, Bao LI
    2024, 45 (4):  457-463.  DOI: 10.12068/j.issn.1005-3026.2024.04.001
    Abstract ( 691 )   HTML ( 44)   PDF (834KB) ( 268 )  

    All existing protocols are computationally secure, each of which is based on a certain security assumption and depends on the computational power of the adversary.This paper uses the matrix masking technique to hide the coefficient matrix.Combined with the LU(lower‐upper) decomposition algorithm, a new information‐theoretically secure outsourcing of linear algebraic equations method is proposed in malicious adversarial model.Compared with the previous protocol, the security of the unique solution is improved to information‐theoretic security (perfect secrecy) for the first time, without sacrificing the complexity of computation and communication.A formal security proof is provided, and the practicality is proved theoretically and experimentally.

    Figures and Tables | References | Related Articles | Metrics
    Hybrid Denoising Algorithm for Medical CT Sequence Images
    Jin-lin CHEN, Pei-xin YUAN
    2024, 45 (4):  464-473.  DOI: 10.12068/j.issn.1005-3026.2024.04.002
    Abstract ( 922 )   HTML ( 32)   PDF (2210KB) ( 225 )  

    The medical CT sequence images dopes noise for various reasons. Denoising can effectively improve image quality. The common algorithms are used for single image, while the CT sequence images have high similarity between adjacent images. Therefore, this paper proposes a hybrid denoising algorithm based on the structural similarity. Firstly, a histogram is drawn according to the maximum and minimum gray value. Secondly, relevant threshold parameters are set to calculate the window width and window level, and then conduct window adjustment. Thirdly, the structural similarity of the target image and its adjacent images are calculated. Finally, BM3D and Gaussian filtering algorithms are mixed for three images according to structural similarity. Experimental results show that the algorithm can improve the mean square error, peak signal?to?noise ratio and structural similarity, which effectively improves the image quality.

    Figures and Tables | References | Related Articles | Metrics
    Lightweight Ship Recognition Algorithm Based on SNN in SAR Images
    Hong-tu XIE, Jia-xing CHEN, Lin ZHANG, Nan-nan ZHU
    2024, 45 (4):  474-482.  DOI: 10.12068/j.issn.1005-3026.2024.04.003
    Abstract ( 574 )   HTML ( 29)   PDF (1194KB) ( 259 )  

    Due to the more parameters and higher energy-consumption in the traditional methods for the synthetic aperture radar (SAR) image target recognition, this paper proposes a lightweight ship recognition algorithm based on the spiking neural network (SNN) in SAR images. Firsty, the visual attention mechanism is adopted to extract the visual saliency map from SAR images, and the Poisson encoder is adopted for the spike train encode, which can suppress the background noise interference. Then, combined with the leaky integrate-and-fire(LIF) spiking neuron and convolutional neural network, the SNN model integrating the time series information is constructed, which can realize the ship recognition in SAR images. Finally, the SNN model is optimized by using the arctangent function as the surrogate gradient function of the spiking emission function during the backpropagation, which can solve the problem that the SNN model is difficult to train. The experiment results show that the proposed algorithm has higher accuracy, fewer parameters, higher efficiency, and lower energy-consumption, which can achieve efficient and accurate ship recognition in SAR images.

    Figures and Tables | References | Related Articles | Metrics
    Materials & Metallurgy
    Ferrite Phase Transformation Model of DP600 Hot Rolled Dual-Phase Steel Under ESP Process
    Xiao-guang ZHOU, Xin MA, Shan JIANG, Zhen-yu LIU
    2024, 45 (4):  483-489.  DOI: 10.12068/j.issn.1005-3026.2024.04.004
    Abstract ( 1161 )   HTML ( 23)   PDF (1445KB) ( 179 )  

    In order to establish ferrite phase transformation kinetics mathematical model of DP600 hot rolled dual-phase steel under the ESP process condition, the isothermal phase transformation and continuous cooling phase transformation experiments were conducted on the experimental steel by using the dynamic phase transformation dilatometer. Based on the measured ferrite phase transformation incubation time and ferrite volume fraction, the incubation time of ferrite phase transformation was calculated by combining classical nucleation theory above the deformation temperature, and the incubation time of ferrite phase transformation below the deformation temperature was calculated by fitting ?GV according to the experimental data. Considering the influence of cooling rate, the additivity rule was modified and based on this, the starting temperature and volume fraction of ferrite phase transformation under continuous cooling conditions were calculated. The results showed that the calculated starting temperature and volume fraction of ferrite phase transformation using the modified phase transformation model are in good agreement with the measured values, which can be used to predict the ferrite phase transformation behavior of DP600 dual-phase steel under the ESP process.

    Figures and Tables | References | Related Articles | Metrics
    Regulation of Secondary Carbide Characteristics and Its Effect on Wear Resistance of High Carbon High Alloy Martensitic Steel
    Jin-zhe JIANG, Yue LIU, Chun-ming LIU
    2024, 45 (4):  490-498.  DOI: 10.12068/j.issn.1005-3026.2024.04.005
    Abstract ( 1135 )   HTML ( 28)   PDF (2514KB) ( 218 )  

    The size and content of secondary carbide have an important effect on the mechanical properties and wear resistance of high carbon high alloy martensitic steel. In this paper, the evolution behavior of secondary carbide during forging and spheroidizing annealing process were studied by scanning electron microscope and transmission electron microscope, and its effects on mechanical properties and wear resistance of high carbon high alloy martensitic steel were also studied with abrasion wear testing machine. The results show that spheroidizing annealing significantly increases the content and size of secondary carbide in forged and air?cooled steel. The secondary carbide refine the austenite grain size by pinning grain boundary and reduce the solid solution content of alloying elements in martensite, which effectively improves the impact toughness of experimental steel. The micron?sized secondary carbide and ductile martensite matrix hinder abrasive cutting and reduce the microscopic fracture on worn surface effectively, which improves the wear resistance of experimental steel.

    Figures and Tables | References | Related Articles | Metrics
    Effect of Feeding Steel Strip Carbon Content on Macrosegregation Distribution in Large Continuous Casting Round Bloom
    Yu-chao YAO, Zhong-qiu LIU, Wen-jie RONG, Bao-kuan LI
    2024, 45 (4):  499-506.  DOI: 10.12068/j.issn.1005-3026.2024.04.006
    Abstract ( 1044 )   HTML ( 19)   PDF (1891KB) ( 138 )  

    Feeding a cold steel strip into continuous casting (CC) mold is an effective method to improve the center quality of large round bloom. A liquid‐columnar‐equiaxed solidification three‐phase volume averaged solidification model was developed to explore the effect of feeding strip carbon content on solidification structure and macrosegregation distribution of large CC round bloom in this paper. The results show that the carbon content of feeding steel strip has a significant effect on the growth of equiaxed crystals and columnar crystals. Under the condition of both low and high strip carbon contents, the effect of feeding steel strip on increasing equiaxed grain volume fraction will be reduced. The solute concentration and distribution in the casting bloom can be directly affected by regulating the solute concentration of steel strip. The steel strip with 1.0 times the carbon content of casting steel (rC=1.0) has the best improvement effect on the large CC round bloom, with the radial extreme difference of carbon content and macrosegregation index of the bloom being 0.165 7% and 38.36%, respectively.

    Figures and Tables | References | Related Articles | Metrics
    Optimization of Argon Bottom Blowing During Electric Heating Stage of LF Refining Process
    Ning WANG, De-yue QIN, Bao-kuan LI, Jia-qi ZHAO
    2024, 45 (4):  507-513.  DOI: 10.12068/j.issn.1005-3026.2024.04.007
    Abstract ( 908 )   HTML ( 20)   PDF (2094KB) ( 171 )  

    During the electric heating stage of the LF (lalde furnace) refining process, dual?nozzle equi?flow argon blowing is often used. This paper proposes a bottom blowing method of dual?nozzle non?equi?flow argon blowing. A 1∶4 non?isothermal water model experimental platform was designed based on a 135 t ladle in a steel plant. Under the same total flow rate, temperature homogenization experiments were conducted with bottom blowing ratios of 1∶1, 2∶1 and 3∶1. The results show that the minimum dimensionless temperature difference and the best homogenization effect were observed at each monitoring point when the bottom blowing ratio was 2∶1. The coupling mathematical model for flow and heat transfer was established to verify the experimental results. The results show that under the same total flow rate, the proportion of flow dead zone was 14.1%, 9.1%, and 9.8% respectively when the bottom blowing ratio was 1∶1, 2∶1 and 3∶1, and the proportion of temperature dead zone was 6.2%, 2.6%, and 0.3%, respectively. The 2∶1 non?equi?flow bottom blowing method has advantages in active flow field and promotes the temperature uniformity.

    Figures and Tables | References | Related Articles | Metrics
    Numerical Simulation of Molten Steel Flow, Heat Transfer and Solidification in Slab Mold Under Composite Magnetic Field
    Ren WEI, Zhi-jian SU, Yi-da DU, Yan-bin WANG
    2024, 45 (4):  514-522.  DOI: 10.12068/j.issn.1005-3026.2024.04.008
    Abstract ( 750 )   HTML ( 15)   PDF (1631KB) ( 124 )  

    In view of the merits and the insurmountable technical defects of the electromagnetic stirring (EMS) process and electromagnetic braking (EMBr) process, a split type composite magnetic field combining EMS and EMBr is applied in this paper to control the flow field and temperature field in slab continuous casting mold. In this process, a ruler structure of EMBr is proposed. A three‐dimensional numerical simulation model of the molten steel flow and heat transfer with coupled solidification in slab mold under magnetic field is established. The effect of the composite magnetic field on the molten steel flow, heat transfer and solidification in mold is analyzed. The results show that, after applying the composite magnetic field, the velocities of the upward flow and the downward flow in the mold decrease obviously, the impact depth of the main stream of molten steel on the narrow surface rises, the upward flow moves down slightly as a whole, and the molten steel on the meniscus forms a clockwise circulation flow. The overall temperature distribution in the mold becomes more homogeneous, and the temperature on the meniscus is almost the same as that without magnetic field. The solidified shell at the outlet of the mold is more uniform, and its thickness is increased compared with that without magnetic field. The washing intensity of molten steel jet on the primary solidification shell near the narrow surface is reduced.

    Figures and Tables | References | Related Articles | Metrics
    Optimization of Mg Production by Pidgeon Process Based on Heat Transfer in the Bed
    Da-xue FU, Yue-zhong DI, Yao-wu WANG
    2024, 45 (4):  523-529.  DOI: 10.12068/j.issn.1005-3026.2024.04.009
    Abstract ( 473 )   HTML ( 15)   PDF (1901KB) ( 116 )  

    The temperature gradient in pellets bed caused by heat transfer is a key factor which limits the reduction reaction in the Pidgeon process. In this paper, the effects of some factors, such as pellet size, charging pattern, temperature of the outer wall of the retort on the temperature distribution and reduction ratio distribution in the bed are studied with numerical method. The results show that the maximum reduction rate can be obtained when the pellet diameter is 22.3 mm and the reduction time is the same. The temperature of the outer wall of the retort should be increased as much as possible in the production process. The closer to the central area of the bed, the lower is the temperature, and the lower is the reduction ratio, and reduction reaction lage.The method by making an empty central region can effectively shorten the reduction cycle and improve the utilization ratio of raw materials. The optimal size of the empty central region is less than 27 mm diameter based on Mg yield per unit volume and unit time by taking operation time and reduction time into consideration for the retort with inner diameter 270 mm.

    Figures and Tables | References | Related Articles | Metrics
    Mechanical Engineering
    Vibration Suppression Strategy for Dual-Flexible Servo Drive System in Flexible Manipulator of Variable Length
    Jia-qi LIU, Xiao-peng LI, Meng YIN, Sai-nan ZHOU
    2024, 45 (4):  530-539.  DOI: 10.12068/j.issn.1005-3026.2024.04.010
    Abstract ( 735 )   PDF (2323KB) ( 112 )  

    The output rotational speed of the servo drive system fluctuates due to the influence of environmental disturbances and the flexibility of the flexible manipulator with variable length during the process of rotation. The phenomenon will exacerbate the vibration of the flexible manipulator and affect the motion accuracy of the flexible manipulator seriously. Therefore, a proportional?integral (PI) control strategy based on the disturbance observer is designed to suppress the rotational speed fluctuation of the servo drive system. Firstly, the dynamic model of the dual?flexible servo blrive system was established and the transmission characteristics of the dual?flexible servo drive system were analyzed by using the Lagrange’s theorem. Then the PI control strategy based on the disturbance observer was applied to the speed loop in the dual?flexible servo drive system. The low pass filter parameters of the disturbance observer were designed by robust stability analysis. Finally, numerical simulation analysis and control experiments were carried out. The results verify that the proposed control strategy can effectively reduce the rotational speed fluctuation of the flexible manipulator with variable length and improve the motion accuracy of the servo drive system.

    References | Related Articles | Metrics
    Research on Event-Triggered Control of Heterogeneous Cooperative Vehicle Platoons Considering Time Delay
    Chuan-yin TANG, Ji-feng XIA, Ming-li ZHANG, Long-jie WU
    2024, 45 (4):  540-547.  DOI: 10.12068/j.issn.1005-3026.2024.04.011
    Abstract ( 886 )   HTML ( 13)   PDF (2339KB) ( 177 )  

    To address the problem of heterogeneity and time delay caused by mixed traffic, a heterogeneous cooperative event‐triggered control method with time delay for autonomous driving platoons was proposed. Firstly, a heterogeneous vehicle delay model taking into account mixed traffic was established. Secondly, the event‐triggered controller in different modes was designed based on PID(proportional?integral?derivative) control and model predictive control(MPC). Thirdly, under urban and emergency conditions, the proposed controller was simulated and analyzed. Finally, a real‐car experiment was conducted based on the Jetson Nano model car. The simulation and experiment results illustrated that the proposed event‐triggered control method strikes a better balance between control accuracy and calculation speed under different circumstances. In the emergency situations with communication delay, it can still maintain lower errors.

    Figures and Tables | References | Related Articles | Metrics
    Removal Mechanism and Effect of Parameters on Grinding Force in Grinding SiC Ceramics
    Yun-guang ZHOU, Chuan-chuan TIAN, Shu-hai WANG, Han CHEN
    2024, 45 (4):  548-554.  DOI: 10.12068/j.issn.1005-3026.2024.04.012
    Abstract ( 1027 )   HTML ( 13)   PDF (1695KB) ( 169 )  

    In order to explore the removal mechanism and influence law of grinding force in grinding SiC ceramics, the simulation model of single abrasive striking SiC ceramics was established based on the SPH(smoothed particle hydrodynamics) method, and the crack generation and propagation mechanism during grinding SiC ceramics were analyzed; the effect of grinding velocity (vs), feeding rate (vw) and grinding depth (ap) on the removal mechanism, the normal grinding force and tangential grinding force of grinding SiC ceramics were analyzed by the single factor experiment. The results showed that the abrasives striking the workpiece lead to the generation of the median cracks and the transverse cracks. With the increase of abrasive pressing depth, the transverse crack expands to the material surface, and when the transverse crack expands to the material surface, the brittle fracture occurs. With the increase of vs, the decrease of vw and ap, and the decrease of the area and depth of the pits on the grinding surface, the plastic removal area becomes larger, and the normal grinding force and tangential grinding force both decrease. These results may provide an important basis for high‐efficiency and low‐damage machining of SiC ceramic components.

    Figures and Tables | References | Related Articles | Metrics
    Mechanism and Efficiency of Combined Longitudinal-Torsional Vibration-Assisted Rock Drilling
    Da-yong GAO, Jian-yong LIN, Ya-ting TIAN, Hong-liang YAO
    2024, 45 (4):  555-563.  DOI: 10.12068/j.issn.1005-3026.2024.04.013
    Abstract ( 1128 )   HTML ( 15)   PDF (2491KB) ( 96 )  

    In response to the limitations posed by singular longitudinal or torsional vibration‐assisted rock drilling, a combined longitudinal‐torsional vibration‐assisted rock drilling scheme was proposed. Firstly, the theoretical model of the scheme is analyzed. Then, DEM (discrete element method ) simulations using EDEM (event driven execution manager) software are conducted to simulate the drilling mechanism and effects on rocks under various conditions. Results indicate that the addition of combined longitudinal‐torsional vibration assistance decreases the maximum resultant force on the drill bit by 36.45%, 9.34% and 32.84%, respectively, compared to zero vibration, longitudinal vibration, and torsional vibration schemes. Moreover, drilling speeds increase by 26.02%, 4.27% and 16.13%, respectively. Finally, experimental validation of the proposed scheme’s drilling performance reveals a 35.48% reduction in the drill head’s support strain and a 31.25% increase in the drilling speed when compared to solely adding torsional vibration assistance. It is demonstrated that the combined longitudinal‐torsional vibration‐assisted method can significantly enhance the efficiency of rock drilling.

    Figures and Tables | References | Related Articles | Metrics
    Resources & Civil Engineering
    Uniaxial Compression Failure Mechanism and Acoustic Emission Characteristics of Granite with Y-Type Composite Joints
    Peng-hai ZHANG, Qing-shan MA, Xi-ge LIU, Tian-hong YANG
    2024, 45 (4):  564-572.  DOI: 10.12068/j.issn.1005-3026.2024.04.014
    Abstract ( 1213 )   HTML ( 22)   PDF (8178KB) ( 119 )  

    Y?type composite joints with different inclination angles are prefabricated in granite specimens using the splitting method, and uniaxial compression experiments are conducted. The effects of the inclination angle of the composite joint on the failure mode, peak strength, surface deformation field, and acoustic emission energy release characteristics are analyzed, and the failure mechanism under different failure modes is explored. The experimental results show that: 1) Rock with Y‐shaped composite joints exhibit three main failure modes: overall failure, wedge ejection failure, and failure along the main joint surface, which vary with joint inclination; 2) The angle of composite joints and the inclination angle of main joints have a negative correlation with rock strength; 3) When the failure mode transitions changes from overall failure to ejection failure and failure along the main joint, the concentrated slip deformation zone shifts from the secondary joint to the main joint, and the high‐energy AE events induce a transition from the main and secondary joint compaction and slip dislocation to the main joint compaction and slip dislocation; 4) As the inclination angle of the main joint increases, the energy released on the main joint surface is higher and the distribution of energy is more uneven.

    Figures and Tables | References | Related Articles | Metrics
    Control Mechanism and Early Warning of Rainfall- Induced Landslide Based on NPR Anchor Cable
    Zhi-gang TAO, Guang-cheng SHI, Xiao-jie YANG, Man-chao HE
    2024, 45 (4):  573-583.  DOI: 10.12068/j.issn.1005-3026.2024.04.015
    Abstract ( 1184 )   HTML ( 17)   PDF (12091KB) ( 149 )  

    In order to study the control and the early?warning prediction technology for rainfall?induced landslide, the similar model test was designed by analyzing the spatial and temporal characteristics of slope deformation of Xiongjia Mountain landslide. Using ordinary Poisson’s ratio (PR) anchor cable and negative Poisson’s ratio (NPR) anchor cable as reinforcement materials, the law of rainfall?induced landslide and control mechanism of anchor cable were analyzed by using high?speed photography, pore pressure, earth pressure and anchor cable force sensors, and the evolution law of the Newtonian force during landslide was explored based on field tests. The results show that the sudden drop in pore water pressure is approximately synchronized with the local collapse of slope. NPR anchor force drop abruptly, causing local deformation in slope. The PR anchor cables fail because they cannot withstand large deformation, while the NPR anchor cables have high?stress energy absorption control functions due to the constant resistance and large deformation characteristics, enabling the slope to reach a secondary equilibrium state. The NPR anchor cable exhibits a significant deformation?slip dynamic law characterized by a first sudden increase followed by a sudden drop before the landslide. The field test revealed the Newtonian force evolution law in the whole process of the landslide, and obtained the early?warning time parameters of the Xiongjia Mountain landslide 7.5 h in advance.

    Figures and Tables | References | Related Articles | Metrics
    Microscopic Failure Characteristics of Sandstones with Different Composition and Microstructures
    Da-zeng SUN, Wen ZHAO, Xing-liang XU, Xin WANG
    2024, 45 (4):  584-591.  DOI: 10.12068/j.issn.1005-3026.2024.04.016
    Abstract ( 1164 )   HTML ( 18)   PDF (5822KB) ( 203 )  

    In order to study the interconnection between macroscopic and microscopic failure characteristics of different textured sandstones, three types of sandstones from Xianghualing mining area were analyzed using petrographic analysis, sedimentary phase discrimination, and uniaxial compression and shear tests to observe the microscopic structural characteristics. The results show that compressive strength of terrestrial sedimentary quartz sandstone is the largest, followed by feldspathic sandstone, and marine sedimentary glauconitic sandstone is the smallest. In uniaxial compression, quartz sandstone and feldspathic sandstone exhibit brittle failure on a macroscopic scale, while glauconitic sandstone shows ductile failure with softening characteristics. On the microscopic scale, quartz sandstone undergoes intergranular failure with a smooth surface, while feldspathic sandstone experiences intergranular and transgranular failure with a small scallop?shaped surface and minimal adhering debris, and glauconitic sandstone displays a flat?granular composite fracture surface with obvious grain crushing and pronounced scratches. The failure characteristics are jointly controlled by the grains, cemented material and structural weak planes. The shear test microscopically shows that the quartz sandstone occurs has transgranular failure first and then intergranular failure, with uneven surface, scrapes and debris, while the feldspathic sandstone occurs transgranular failure mainly and intergranular failure, with partially flat surface, scrapes and debris. The glauconitic sandstone simultaneously exhibits intergranular and transgranular failure, resulting in a smooth surface with almost no abrasion or debris. The microscopic failure characteristics are influenced by the grain strength and cementing materials.

    Figures and Tables | References | Related Articles | Metrics
    Critical Fluidization Characteristics of Iron Ore in Fluidized Bed Reactor
    Zhi-ming LI, Yue-xin HAN, Yong-sheng SUN, Zhi-dong TANG
    2024, 45 (4):  592-599.  DOI: 10.12068/j.issn.1005-3026.2024.04.017
    Abstract ( 925 )   HTML ( 15)   PDF (1622KB) ( 133 )  

    The U‐type reaction chamber is a core component of suspension roasting equipment, the critical fluidization characteristics of materials have both theoretical and practical significance. Therefore, this paper built a cold test system, and conducted research using hematite powder and aluminum oxide powder as materials to study the influence of aeration air volume, material properties on the critical fluidization characteristics, and modified empirical formula of critical fluidization characteristics based on the test. The results show that the critical fluidization gas velocity increases with the increase in particle size and density of materials. The critical fluidization velocity decreases with the increase of the aeration air volume under the condition of a fixed bed in the loosening chamber, the modified formula fits well with the experimental results and can be used to predict fluidization behavior. The research results are helpful to realize the integration of suspension roasting technology and equipment, and also have certain guiding significance for industrial applications.

    Figures and Tables | References | Related Articles | Metrics
    Research on Identifying the Psychological Load of Operators in Hazardous Operations Based on Physiological Signals
    Rui HAO, Xin ZHENG, Yi-lin LI
    2024, 45 (4):  600-608.  DOI: 10.12068/j.issn.1005-3026.2024.04.018
    Abstract ( 824 )   HTML ( 21)   PDF (1185KB) ( 168 )  

    To identify the psychological load of operators in hazardous operations and improve the reliability of man‐machine systems, the psychological load was induced by the detonation of energy?containing materials, and the heart rate, EEG (electroencephalogram), and eye movement signals of 30 subjects were collected for psychological load identification under the resting state and psychological load. Firstly, the paired t‐test and rank sum test were used to statistically analyze the collected heart rate, EEG and eye movement signals. Eight EEG, three eye movement, and nine heart rate features were significantly changed under the resting state and psychological load. Secondly, Pearson correlation analysis, maximum relevance minimum redundancy (MRMR) algorithm and principal component analysis (PCA) were applied to reduce dimension of the physiological indexes obtained from the preliminary selection. Finally, the physiological indicators obtained after dimensionality reduction based on the above three methods were used for psychological load identification by Logistic Regression, KNN, SVM, XG‐Boost, Decision Tree, and Random Forest machine learning methods. The results showed that the Random Forest machine learning method has better identification performance (ACC=0.917, SN=1.0, SP=0.857, F1=0.909, AUC=0.971) based on MRMR’s psychological load feature selection results. The current research provides a theoretical basis for the effective identification of the psychological load of operators in hazardous operations.

    Figures and Tables | References | Related Articles | Metrics