Volume 34,Issue 5,2011 Table of Contents

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  • 1  Optimal design on the hydraulic system of CVT based on response speed and tracking accuracy
    YANG Yang WANG Xiao-ping YANG Ya-lian QIN Da-tong
    2011, 34(5):1-7. DOI: 10.11835/j.issn.1000-582X.2011.05.001
    [Abstract](2177) [HTML](0) [PDF 8.99 M](1388)
    Abstract:
    Aiming at speed ratio’s lag, tracking deviation and pulleys’ slipping and over clamping during clamping force control of CVT (continuously variable transmission) hydraulic system, corresponding optimal design methods are employed based on the practical structure of speed ratio control and clamping force control system, and the speed ratio control and clamping force control are employed by the optimal design of the system’s structural parameters. Combine with vehicle’s start-up working condition, simulation analysis is carried out on the platform of AMESim. The analysis results show that the dynamic characteristics and precision of tracking deviation are improved by the optimal design system.
    2  Ratio control strategy for solving system response lag of continuously variable transmission system
    HU Jian-jun LI Kang-li LIU Yong-gang LUO Yong
    2011, 34(5):8-13. DOI: 10.11835/j.issn.1000-582X.2011.05.002
    [Abstract](2979) [HTML](0) [PDF 9.49 M](1414)
    Abstract:
    Generally, there’s a system response lag in the continuously variable transmission system, and this leads to a deviation of the engine work point from the optimal operation line of the minimum fuel consumption. To reduce the influence of system response lag, a new CVT ratio control strategy with the system response lag parameter during computing target ratio is proposed. Simulation results indicate that the proposed control strategy can overcome the effect of system response lag, so as to keep the engine work point on the optimal operation line effectively. A comparison of fuel consumption is made between the proposed control strategy and the traditional one by simulation, and results indicate that the proposed control strategy reduces the fuel consumption of the system by 2.85%.
    3  Dynamic optimization design of marine gear transmission system
    DU Xue-song ZHU Cai-chao NING Jie
    2011, 34(5):14-18. DOI: 10.11835/j.issn.1000-582X.2011.05.003
    [Abstract](1957) [HTML](0) [PDF 5.16 M](1552)
    Abstract:
    A dynamic model of transmission system for a marine gear is established considering time-varying mesh stiffness, mesh damping and tooth composite error. The solution efficiency is improved by taking contact line length change of gear pair instead of instantaneous gear mesh stiffness change and making mesh damping and tooth surface equivalent to viscous damping. Multi-objective dynamic optimization design is put into practice to improve the marine gear transmission system using vibration acceleration and mass as target function. The results show that the optimization method can effectively reduce the vibration level and mass of marine gear.
    4  A method for calculating SOC of single Ni-MH battery used in hybrid electric vehicles
    PENG Zhi-yuan YANG Ya-lian QIN Da-tong LIU Yong-gang
    2011, 34(5):19-25. DOI: 10.11835/j.issn.1000-582X.2011.05.004
    [Abstract](1698) [HTML](0) [PDF 8.09 M](1061)
    Abstract:
    A performance test bench for power batteries in hybrid electric vehicles is built. According to vehicles’ real driving condition, the correlative charge and discharge experiments of power batteries are carried out in different environmental temperatures. A new algorithm about self-correction fuzzy neural network control is used to calculate the state of charge(SOC)of power batteries at 25 ℃, and the result is compared with that of Arbin test instrumentation. Theoretical analysis and experimental results suggest that the accuracy of SOC calculated by the algorithm of correction fuzzy neural network control under variable rate discharge for power batteries meets the requirements.
    5  Improvement of circulatory circle design method forautomobile hydraulic torque converters
    DENG Zhao-xiang LI Xing-quan LUO Hong SUN Xin-long ZHU Jian-hua
    2011, 34(5):26-30. DOI: 10.11835/j.issn.1000-582X.2011.05.005
    [Abstract](2193) [HTML](0) [PDF 5.31 M](1220)
    Abstract:
    A design method to reduce the circulatory circle axle size for automobile hydraulic torque converters is proposed. According to the beam flow theory, the variety of the axle size has little effect on the characteristics of torque converters. Based on analyzing traditional design method, it’s found that the basic reason for oversize of axle is the unreasonable semi-empirical expression of the first and third arc radius. An improved design semi-empirical expression is proposed for passage car torque converters based on the analysis of several foreign mature torque converters, and an improved design method is established. The improved method is used to design a torque converter, and the results show that the circulation circle axle size reduces about 26% in the condition of keeping the same characteristics of the traditional method. It means the improved design method can better meet the design requirement of automobile torque converters.
    6  Characteristics and thermodynamics analysis ofoxyacetylene flame brazing joint of Cu/Al tubes
    LUO Jian ZHAO Guo-ji WANG Xiang-jie SUN Yu
    2011, 34(5):31-35. DOI: 10.11835/j.issn.1000-582X.2011.05.006
    [Abstract](1983) [HTML](0) [PDF 6.71 M](1143)
    Abstract:
    Entropy changes in chemical reaction of Cu/Al intermetallic compounds formation in Cu/Al oxyacetylene flame brazing are calculated, and the tendency of Cu/Al intermetallic compounds form and transform to CuAl2 is analyzed with the method of chemical thermodynamics. The microstructure and characteristics of elements distribution and diffusion of the Cu/Al oxyacetylene flame brazing joint are analyzed by XRD, SEM and EDS. Results show that, under the condition of Cu/Al oxyacetylene flame brazing, the CuAl2 intermetallic compounds formed by the direct reaction of Cu&Al atoms and the sustained reaction of Cu/Al intermetallic compounds with Al atoms. CuAl has relatively strong independent transformation trend. The results of thermodynamics analysis and calculation are consistent with the XRD of joint. Brazing joint can be divided into three feature regions: the α-Al and binary eutectic (α-Al+CuAl2) region is near Al side with the width of about 30 μm; the fine multiple eutectic structure is formed in brazing seam center near Al side with the width of about 150 μm; and the region near Cu substrate with the width of about 120 μm, where Cu diffuses largely and reacts richly with Al and massive CuAl2 is formed like corals.
    7  Model predictive control for a plug-in hybrid electric vehicle
    SHU Hong NIE Tian-xiong DENG Li-jun QIAO Jun-lin
    2011, 34(5):36-41. DOI: 10.11835/j.issn.1000-582X.2011.05.007
    [Abstract](2219) [HTML](0) [PDF 7.06 M](1713)
    Abstract:
    The dynamic programming is applied to model predictive control configuration, and a predictive control mathematics model is established for the fuel economy of plug-in hybrid electric vehicles (HEVs) based on spatial-domain. A global optimal method for plug-in HEVs is studied with dynamic programming, and the results indicate that the state of charge (SOC) is reduced slowly from the maximum at a trip’s initiation to the low threshold at the destination. The theoretical SOC slope is proposed to be taken as the reference slope of model predictive control, and the theoretical reference contrail of SOC is modified according to the especial driving modes in future. The results show that the predictive control effect of this method is approached to the calculation result of global optimal and fuel consumption is obviously reduced.
    8  Sliding friction test analysis of TiAlN/TiN coatings on 40Cr steel
    LU Long REN Ming-hao JIANG Tao
    2011, 34(5):42-46. DOI: 10.11835/j.issn.1000-582X.2011.05.008
    [Abstract](2355) [HTML](0) [PDF 7.09 M](1149)
    Abstract:
    TiAlN/TiN duplex coating is made on the surface of 40Cr steel by means of multi-arc ion plating technology. Carrying capacity and tribological properties of TiAlN/TiN duplex coating are investigated with a UMT-2 wear tester without lubrication. The surface morphology of wear specimens are observed by scanning electron microscope(SEM). Elements of wear scar center and their content are analyzed by EDS. Tribological properties of TiAlN/TiN coating are evaluated through comparing with 40Cr in friction coefficient and wear volume. The results show that tribological properties of TiAlN/TiN duplex coating is better than 40Cr. The TiAlN/TiN films is superior in reducing friction and wear resistance, and can successfully resist abrasive wear and adhesive wear.
    9  Nail-shooting measurement of solidified shellthickness and solidification coefficient revision
    HAN Zhi-wei CHEN Deng-fu
    2011, 34(5):47-52. DOI: 10.11835/j.issn.1000-582X.2011.05.009
    [Abstract](2230) [HTML](0) [PDF 7.11 M](1606)
    Abstract:
    Aiming at the problem that nail’s melting time in slab isn’t been taken into consideration for measuring method of solidified shell by nail-shooting technique, the mathematical model of heat transfer for nail in slab is built, and the process of nail melting in slab is simulated by the finite element software MSC.Marc. The revising method and formula are proposed. The differences 0.5% and 1.2% for solidification coefficient and solidification ending fore and after revising are analyzed by instance. It shows the calculation of solidification coefficient and solidification ending is more exact due to adapting the revised method.
    10  Microwave assisted preparation of spherical monodispersed TiO2
    HU Mei-long BAI Chen-guang XU Sheng-ming QIU Gui-bao LV Xue-wei ZHANG Sheng-fu
    2011, 34(5):53-58. DOI: 10.11835/j.issn.1000-582X.2011.05.010
    [Abstract](2216) [HTML](0) [PDF 8.72 M](1270)
    Abstract:
    Spherical titania (TiO2) with narrow size distribution and nice dispersibility has been obtained by hydrolysis in the mixed solvent of 1-propanol to de-ionized water using microwave as heat source. Parameters like precursor concentration, heating method, microwave power, and pH value have been investigated. The results show that the high quality TiO2 can be synthesized using PVP as surfactant when the volume ratio of 1-propanol to de-ionized water is 1DK〗∶1. The results display that size and size distribution of the particles are affected by heating method, precursor concentration and pH value. However, the effect of microwave power is comparatively less obvious.
    11  CCD radiation temperature measurement method for hot continuous casting billet surface
    OUYANG Qi ZHAO Li-ming CHEN Deng-fu WEN Liang-ying ZHANG Jian
    2011, 34(5):59-64. DOI: 10.11835/j.issn.1000-582X.2011.05.011
    [Abstract](2302) [HTML](0) [PDF 7.88 M](1743)
    Abstract:
    According to the present research status and existing problems of hot continuous billet surface temperature non contact measurement technology, a real time temperature measurement model, which combines two-color(R,G) and monochrome (B) of surface radiation image, is established. The surface image is collected through tricolor charge coupled device (CCD) sensor, at the same time, the temperature dynamic response range of CCD can be improved by controlling integrated time and setting different apertures. Through computer image process technology, multi-point temperature can be measured simultaneously, and 2-D temperature field distribution on continuous casting billet surface can be realized. It is be proved by theory and application that the model and method can provide a theory and technology support for realizing surface temperature field on-line measurement for continuous casting billet.
    12  Thermodynamical analysis and simulation of smelting reduction process in magnesium production
    TANG Qi-feng GAO Jia-cheng CHEN Xiao-hua
    2011, 34(5):65-70. DOI: 10.11835/j.issn.1000-582X.2011.05.012
    [Abstract](1923) [HTML](0) [PDF 5.29 M](1579)
    Abstract:
    In order to improve the response speed of materials in silicothermic reduction process for magnesium production, a new technology-smelting reduction process is presented. Adding an appropriate amount of Al2O3 and SiO2 can make slag completely melt in whole reduction process, thus the reaction rate can be sped up. Through software simulation, thermodynamic analysis and experimental verification, it’s found that completely molten CaO-MgO-Al2O3-SiO2 slag can be got at 1 600 ℃ with appropriate material component. The new reduction process is thermodynamically analyzed, and the results show that in equilibrium state, when the reduction temperature is 1 600 ℃, the dew-point temperature of the magnesium vapor is 870 ℃. It suggests that the new technology is feasible.
    13  The EME rules of composed coal and rock samples with hard roof failure and their application
    YAO Jing-ming YAN Yong-ye YIN Guang-zhi YAO Jun-wei LI Sheng-zhou
    2011, 34(5):71-75. DOI: 10.11835/j.issn.1000-582X.2011.05.013
    [Abstract](2215) [HTML](0) [PDF 7.01 M](1429)
    Abstract:
    The electric magnetic emission (EME) rules of deformation and failure of composed coal and rock samples are studied by lab experiments and fractal theory. The results show that at the initial stage of loading, EME signals increase, then decline slightly and stay at a stable level. Substantial increase appears when the composed coal and rock samples are close to the main fracture, and EME signals decline slowly when they are in the stage of residual deformation. The EME signals have a positive exponent relation to roof ratio in the composed coal and rock samples. The EME pulse count has the fractal characteristic, and the fractal dimensions increase with the process of loading. When the composed coal and rock samples are close to main fracture, the fractal dimensions decline suddenly, and it has a positive linear relation to the ratio of roof in the composed coal and rock samples. With the achieved rules, the burst danger has been forecasted successfully in face 7251.
    14  Experiment and analysis of integrated application of solar energy andbuilding in Chongqing
    DING Yong LIAN Da-qi LI Bai-zhan YU Wei
    2011, 34(5):76-81. DOI: 10.11835/j.issn.1000-582X.2011.05.014
    [Abstract](2318) [HTML](0) [PDF 6.86 M](1620)
    Abstract:
    According to the characteristics of the climate and distribution of solar resource in Chongqing, the technology idea of integrated application of solar energy and building is proposed, which is suitable for Chongqing area, i.e. solar assisted indoor ventilation cooling measure, which takes full advantage of the strong solar radiation in summer and strengthens the “chimney effect” to promote natural ventilation inside the building, improve the summer indoor hot and humidity environment, save energy and achieve solar energy passive using. Experiments and analysis show that the 0.16~0.22 m/s indoor air speeds are produced by the thermal effect of solar energy, which is increased by 14%~40%. And the average indoor temperature is 2.6~3.4 ℃ lower than the outdoor average temperature, and the indoor thermal comfortable state is effectively improved.
    15  The GPS-X simulation of a waste water treatment plant based on the characterization of COD
    AI Hai-nan HE Qiang ZHANG Dai-jun XU Dan-yu WANG Lin
    2011, 34(5):82-86. DOI: 10.11835/j.issn.1000-582X.2011.05.015
    [Abstract](2504) [HTML](0) [PDF 5.12 M](1255)
    Abstract:
    The mechanism and the modeling process of the activated sludge system simulation software GPS-X are described, and combined with the results of characterization of COD components, an instance of the software’s application in a sewage treatment plants is analyzed. The simulation results present the COD with a maximum error of 5.48%, a minimum error of 0.83%, and an average relative error of 2.85%, TN with a maximum error of 7.23%, a minimum error of 0.15%, and an average relative error of 3.62%, and NH+4-N with a maximum error of 9.17%, a minimum error of 1.05%, and an average relative error of 4.98%. The simulation results match the measured results and reflect the actual situation of sewage treatment plants preferably.
    16  Using δ18O and δ34S isotopic techniques to trace the recycling process of hot springs in Chongqing metropolitan
    XIAO Qiong SHEN Li-cheng YUAN Dao-xian YANG Lei CHEN Zhan-tu WANG Zhi-jun
    2011, 34(5):87-92. DOI: 10.11835/j.issn.1000-582X.2011.05.016
    [Abstract](2734) [HTML](0) [PDF 6.38 M](1805)
    Abstract:
    There is about 100 million m3 underground thermal resource storage in Chongqing, of which 75% are stockpiled in metropolitan area. 20 samples from 13 hot springs in Chongqing metropolitan area are collected and analyzed for chemistry and isotopes of heavy hydrogen, oxygen and sulfur. The results shows that these hot springs are SO2-4-Ca and SO2-4-Ca-Mg, and the water sources is precipitation. The value of δ18O is between -7.41‰~-9.48‰, which can ascertain that the recharge area of these hot springs are the karst area in these anticlines and the karst area at the north of these anticlines with the altitude of 672~1 503 m. There is a good positive correlation between SO2-4 and Ca2+, Mg2+. The δ34S value of the samples is between 31.46‰~34.32‰, precisely the same with the δ34S value in gypsum at the second phase of Jialingjiang formation in Early Trias. Both of them shows that rainflow and surface flow along the karst fissures infiltrate into the Jialingjiang Formation which have gypsum, and it also shows that the hot springs storage formation may be the second phase of Jialingjiang formation in Early Trias.
    17  Experiments on controlling agricultural runoff pollution by three-stage filtration system
    GAO Xu HUANG Lei CHEN Ming-guo CHEN Jun-hong XIE Wei-dan MA Xiao-xia
    2011, 34(5):93-98. DOI: 10.11835/j.issn.1000-582X.2011.05.017
    [Abstract](2099) [HTML](0) [PDF 7.67 M](1473)
    Abstract:
    A three-stage filtration system, which locates next to Lushan River in Gaofeng Town of Chongqing, is built to make clear its effects on controlling the runoff pollution. The system is adaptive to variation of inflow quality and quantity. The average removal rates of SS, NH+4-N, TN and TP are 80%, 78%, 37% and 48%, respectively. The concentrations of various pollutants decrease gradually along the way with the increase of filtration system stages. The removal rates of TN and NH+4-N increase steadily with the increase of stages, but SS and TP don’t. In the system, the removed nitrogen during the first stage is mainly in particulate state and in dissolved state during the second and third stage. The removal rate of particulate phosphorus in the first and second stage is better than in the last one. In the third stage, the removals of particulate phosphorus and dissolved phosphorus are almost the same. In the first stage, the removal rates of various pollutants are at the highest level, and the nitrification is strong. Compared with the first stage, the removal efficiency of NH+4-N and TN in the second stage is relatively high. The removals of NH+4-N, TN and TP are low in the last stage, while the removal rate of SS is almost same to the second.
    18  In situ remediation of petroleum hydrocarbon contaminated groundwater using a novel biobarrier
    MA Hui-qiang ZHANG Lan-ying ZHANG Hong-lin LI Shuang
    2011, 34(5):99-104. DOI: 10.11835/j.issn.1000-582X.2011.05.018
    [Abstract](1942) [HTML](0) [PDF 6.34 M](2443)
    Abstract:
    A novel biobarrier, whose reaction media consist of functional microbes, peat and coarse sand, is tested in laboratory to study the effect and the related mechanism in remediation of petroleum hydrocarbon contaminated groundwater. The results show that the removal efficiency for BTEX, naphthalene hydrocarbons and phenanthrene are 83.6%~99.85%, in which 71.23%~99.71% contaminants are removed at the first half part of biobarrier. The peat and functional microbes function steadily in contaminant sorption and biodegradation. 32.63%~77.98% BTEX and 97.14%~99.81% target PAHs are absorbed by peat and 18.96%~50.98% BTEX and almost all of the peat-absorbed petroleum hydrocarbon contaminants are degraded by microbes. Contaminant biodegradation can efficiently prolong the sorption life of peat barrier, and the efficient nutrients supply from peat to functional microbes can maintain the biomass at a relatively high level in the biobarrier, i.e. about 3.46×106~6.16×109 per gram dry media. Therefore, the novel biobarrier technology can be efficiently used in in-situ remediation of petroleum hydrocarbon contaminated groundwater.
    19  Application of response surface method in the quantification for steroid estrogens using HPLC-MS-MS
    WAN Qiao-ling YANG Chun ZHANG Zhi LIAN Peng YI Zhong-hong
    2011, 34(5):105-111. DOI: 10.11835/j.issn.1000-582X.2011.05.019
    [Abstract](2432) [HTML](0) [PDF 8.17 M](1200)
    Abstract:
    Estrone(E1), 17β-estradiol(E2) and 17α-ethinylestradiol(EE2) exhibit the highest estrogenic potential. A HPLC-MS-MS analysis method using internal standard is established with the multiple reaction monitoring (MRM) model. Further more, the fragment voltages and collision energies in the MRM model are optimized by response surface method (RSM). The optimal fragment voltages of E1, E2 and EE2 are 205.0, 196.0 and 182.0 V respectively and the collision energies are 43.0, 51.0 and 54.0 V. The established method followed the two-step solid phase extraction (SPE) is then applied for the quantification of E1, E2 and EE2 in the water samples collected from a activated sludge process sewage treatment work and Jialing River at the urban section of Chongqing City. The detection limits of E1, E2 and EE2 are 0.5, 0.4 and 0.1 ng/L.
    20  Synthesis and characterization of epoxy/polysiloxane hybrid materials
    LI Xue-ming PAN Qian LIN Yan-dan YOU Bo SUN Yao-jie
    2011, 34(5):112-117. DOI: 10.11835/j.issn.1000-582X.2011.05.020
    [Abstract](2350) [HTML](0) [PDF 8.24 M](2580)
    Abstract:
    To increase flexible property of epoxy resin and decrease curing temperature of silicone modified epoxy resin, the epoxy/polysiloxane hybrid materials are prepared by crosslinking hybrid of epoxy endgroup polysiloxane and epoxy resin via UV curing technology under a cationic photoinitiator. The structures and properties of epoxy/polysiloxane hybrid films are investigated by 13C NMR, 29Si NMR, SEM, FTIR, and UV-vis analyzer, respectively. It is found that epoxy/polysiloxane films are obtained by in-situ crosslinking reaction under UV curing process without the phase separation. The epoxy/polysiloxane hybrid films have excellent transparence, thermal resistance, UV blocking and high adhesive properties, which can be applied to various optical fields such as the LED encapsulation materials and electronic encapsulation materials.
    21  Synthesis and flocculation performance evaluation of AM/AMPS binary polymer
    JIANG Shan-quan GAO Jun-min SONG Li CHEN Yao
    2011, 34(5):118-122. DOI: 10.11835/j.issn.1000-582X.2011.05.021
    [Abstract](2265) [HTML](0) [PDF 5.21 M](1075)
    Abstract:
    With 2-acrylamido-2-methylpropane sulfonic acid (AMPS)and acrylamide (AM)as raw materials, a water-soluble AM/AMPS copolymer is prepared. The factors effecting flocculation, such as the ratio of monomers, the amount of initiator, reaction temperature and reaction time have been investigated to obtain optimal polymerization condition. The optimal synthetic condition to flocculation is that reaction time is 7 h, m(AM)∶m(AMPS)equals 7∶3, reaction temperature is 45℃, the mass fraction of the reaction initiator, i.e. ammonium persulfate is 0.02% and pH is 6~8. The results show that the copolymer flocculant has good performance in resisting heat and salt.
    22  Combination forecasting method of BTP in blast furnace under the conditions of small samples and poor information
    WANG Ai-min SONG Qiang LI Hua ZHANG Yun-su XU Lei
    2011, 34(5):123-129. DOI: 10.11835/j.issn.1000-582X.2011.05.022
    [Abstract](2018) [HTML](0) [PDF 7.20 M](1254)
    Abstract:
    The iron ore sintering process is a complex object with the characteristics of uncertainty, multivariable coupling, time-varying and time-delay. The burning-through-point (BTP)is affected by many factors and difficult to be controlled to the required precision by conventional control methods. A BTP prediction method is proposed by using the excellent time series prediction performance of support vector machines (SVMs), and the characteristic that Bayesian theory can make use of sample information and prior knowledge to simplify prediction model and optimize parameters.Firstly, the mechanism of BTP is analyzed, the Bayesian theory and LS-SVM are elaborated respectively, and the Bayesian evidence framework is applied to least squared support vector machine(LS-SVM) regression in order to infer non-linear models for predicting a time series.On the first level of inference, model parameters are selected and on the second level the hyper-parameters are selected.The kernel parameter are tuned on the third level framework,and on this level the relevant inputs are selected.A LS-SVM model is proposed on the basis of the Bayesian LS-SVM models. The results reveal that the BTP of sinter can be accurately predicted by this model even with small samples and poor information. It is concluded that the LS-SVM model is effective with the advantages of high precision, less samples required and simple calculation.
    23  The power-supply of X-ray machine adopting PID control and high-frequency inverter technology
    ZHANG Si-jie ZHAO Xiao-yu ZENG Xiao-ping PENG Cheng-ling GUO Xing-ming SHI Ling
    2011, 34(5):130-134. DOI: 10.11835/j.issn.1000-582X.2011.05.023
    [Abstract](1950) [HTML](0) [PDF 7.75 M](1340)
    Abstract:
    To solve the problem of low control accuracy and low stability of current X-ray machines, a kind of digital power supply for X-ray machine is introduced. In the digital power supply, some key technologies are used to improve the output stability of the high frequency inverter, including improved BUCK circuit for voltage regulating circuit, high frequency inverter and soft switching technology for the high-voltage generator. The PWM control technology is used to control the switch transistor of voltage regulating circuit and inverter circuit, which makes the drive waveform output stable and easy to control. In order to improve the control accuracy, reduce the volume and change high voltage consecutively, the software PID of the microcomputer is used to control the feedback circuit. The high-accuracy power chip is used for the filament power supply to make the filament electric current stable. Through the analysis of the circuit, the parameters of the circuit are calculated and the circuit is simulated by PSPICE software. The results show that the theoretical analysis is consistent with the practical simulation results. The design can meet the requirement of the technology indices of the power supply of the X-ray machines.
    24  An anti-“shilling attacks” collaborative filtering algorithm based on user trust ranks and items
    GAO Min JIANG Feng WU Zhong-fu
    2011, 34(5):135-142. DOI: 10.11835/j.issn.1000-582X.2011.05.024
    [Abstract](2520) [HTML](0) [PDF 8.33 M](2192)
    Abstract:
    A collaborative filtering algorithm based on user trust ranks and items is proposed to improve the anti-“shilling attacks” ability. Firstly, a user relationship graph is built based on user interest similarities, rating similarities, and rating correlations. Secondly, using the relationship graph, a userrank model is proposed to calculate user trust ranks. Thirdly, the userrank values are taken as users’ weights to incorporated into the typical item-based Slope One algorithm. Finally, we experimentally evaluate our approach and compare it to Slope One. The experiment results suggest that our approach provides better recommendation than Slope One.

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