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326 results about "Pitting corrosion" patented technology

Pitting corrosion, or pitting, is a form of extremely localized corrosion that leads to the creation of small holes in the metal. The driving power for pitting corrosion is the depassivation of a small area, which becomes anodic while an unknown but potentially vast area becomes cathodic, leading to very localized galvanic corrosion. The corrosion penetrates the mass of the metal, with a limited diffusion of ions. The mechanism of pitting corrosion is probably the same as crevice corrosion.

Method for evaluating surface corrosion degree of metal material

The invention provides a metal material surface corrosion degree evaluation method, which comprises the following steps: carrying out scanning measurement on a carbon steel surface by adopting an electrochemical impedance spectrometer to obtain impedance data under different frequencies, drawing a Nyquist diagram and a Bode diagram according to the impedance data, and fitting through an equivalent circuit model to obtain a resistance value and a capacitance value of the carbon steel surface; according to the obtained surface resistance value and capacitance value, in combination with the element composition and chemical state of the pitting area and the thickness and component information of the oxidation film, establishing a mapping relation between the resistance value and the pitting morphology characteristic and a mapping relation between the resistance value and the oxidation film characteristic; judging whether the element composition and the chemical state of the pitting corrosion area are obviously changed or not, and judging whether the thickness and component information of the oxidation film needs to be re-acquired and the corresponding relation between the resistance value and the characteristics of the oxidation film needs to be updated or not by combining the mapping relation between the resistance value and the characteristics of the oxidation film.
Owner:IFLYTEK SOUTH CHINA ARTIFICIAL INTELLIGENCE RES INST GUANGZHOU CO LTD

Steel pipe surface defect intelligent identification system based on deep learning

The invention discloses an intelligent steel pipe surface defect recognition system based on deep learning, and particularly relates to the technical field of pipe surface defect analysis. An annular polarization light source array and a high-frame-rate CMOS sensor are adopted to synchronously collect visible light and near-infrared multi-polarization images; a surface normal is calculated based on Stokes parameters, mirror surface suppression and diffuse reflection enhancement are realized, a defect candidate area is generated by fusing multi-scale Laplacian pyramid residual error and Renyi entropy segmentation threshold positioning, multi-physical quantity registration is completed through white light interference and infrared thermal imaging, a six-channel feature cube is constructed, and a three-dimensional image is obtained. According to the method, space, spectrum and thermal characteristics are jointly extracted in the multi-head attention convolutional neural network, the confidence coefficient is evaluated in combination with Jensen-Shannon divergence, and the polarization angle and the focal length are dynamically adjusted according to the confidence coefficient, so that closed-loop parameter self-optimization is realized, and the micro-scale pitting corrosion and millimeter-scale crack detection precision is remarkably improved.
Owner:JIANGSU CHANGBAO STEELTUBE CO LTD

Rolling contact fatigue pitting corrosion prediction method considering crystal plasticity, corresponding computer readable storage medium and electronic equipment

The invention belongs to the field of prediction of fatigue failure caused by surface defects under rolling contact loads, and particularly relates to a rolling contact fatigue pitting corrosion prediction method considering crystal plasticity, a corresponding computer readable storage medium and electronic equipment. The method comprises the following steps: S1, constructing a crystal plastic constitutive model of a coupling damage accumulation theory; s2, developing the model in the step 1 into a UMAT subprogram by using Fortran, and embedding ABAQUS into the UMAT subprogram; s3, establishing a representative volume element crystal plastic finite element model; s4, applying a periodic boundary condition and a shear load, obtaining a shear stress-strain curve, carrying out a torsional fatigue test, obtaining fatigue damage parameters of the material, and determining constitutive model parameters of the material; s5, establishing a crystal plastic finite element model of the roller and raceway contact pair; s6, applying boundary conditions in two steps; and S7, observing a damage evolution path to the surface, and obtaining the rolling contact fatigue pitting corrosion life. The method can fill the blank of rolling contact fatigue pitting corrosion prediction methods at present.
Owner:HARBIN INST OF TECH ZHENGZHOU RES INST +1

Pressure-bearing equipment pitting corrosion damage risk quantitative evaluation method, equipment, medium and product

ActiveCN119294827ARealize real-time quantitative evaluationForecastingDesign optimisation/simulationChemical industryProcess engineering
The invention discloses a pressure-bearing equipment pitting corrosion damage risk quantitative evaluation method, equipment, a medium and a product, and relates to the field of petrochemical engineering pressure-bearing equipment safety, and the method comprises the steps: determining the damage form of the equipment; calculating a local / uniform thinning factor according to the damage form; according to the local / uniform thinning factor, the general condition factor, the mechanical factor and the process factor, calculating to obtain an equipment correction coefficient; according to the equipment correction coefficient, the management system evaluation coefficient, the average failure probability of the similar equipment and the standard exceeding defect influence coefficient, the pitting corrosion and pit corrosion failure possibility is obtained through calculation; calculating a leakage result area; according to the leakage consequence area, the pitting corrosion and pit corrosion failure consequence is determined; according to the pitting corrosion and pitting corrosion failure possibility and the pitting corrosion and pitting corrosion failure consequence, establishing a two-dimensional risk matrix graph; the two-dimensional risk matrix graph is used for real-time quantitative evaluation of pitting corrosion and pit corrosion risks. The method can effectively guide pitting corrosion and pit corrosion risk prevention and control in the petrochemical and chemical industry.
Owner:CHINA SPECIAL EQUIP INSPECTION & RES INST

High-corrosion-resistance magnesium alloy plate with filiform corrosion characteristic and preparation method of high-corrosion-resistance magnesium alloy plate

The invention belongs to the technical field of metal materials, and particularly relates to a high-corrosion-resistance magnesium alloy plate with filiform corrosion characteristics and a preparation method of the high-corrosion-resistance magnesium alloy plate. Based on the total amount of the magnesium alloy plate, the magnesium alloy plate is prepared from the following elements in percentage by mass: 6 to 9 percent of Al, 0.05 to 0.15 percent of Sc, 0.05 to 0.15 percent of Y, 0.05 to 0.15 percent of Mn and the balance of Mg and inevitable impurity elements; the preparation method of the alloy comprises the following steps: smelting an alloy cast ingot, carrying out solution treatment on the cast ingot, extruding into a plate, and then carrying out multi-pass rolling treatment and aging heat treatment regulation. The magnesium alloy plate has a phase structure of a dispersed Mg17Al12 phase, the corrosion behavior of the magnesium alloy plate is typical filiform corrosion characteristics, and compared with traditional pitting corrosion, the magnesium alloy plate has the advantages of being small in corrosion depth and small in destructiveness. The magnesium alloy plate provided by the invention has excellent mechanical properties and corrosion resistance.
Owner:SHANGHAI JIAOTONG UNIV

Steel plate pitting corrosion simulation method and system based on cellular automaton model

The invention relates to the technical field of computer aided design, in particular to a steel plate pitting corrosion simulation method and system based on a cellular automaton model.The method comprises the steps that all slope curve segments corresponding to all corrosion pit morphology curves are obtained, and the directional variation index of each depth position is determined according to the depth position of the slope curve segments; acquiring a plurality of slope areas in the corrosion pit under different corrosion time with different solution concentrations to analyze the abnormal corrosion condition, and determining the local corrosion progressive coefficient of each depth position by combining the expansion coefficient; obtaining the number of intersections between the depth positions of each type of slopes and each type of local erosion progressive coefficients, and generating a dynamic rule of evolution of the cells to the corresponding type of slopes in combination with a directional variation index; on the basis of a dynamic rule, the cellular automaton model with the optimal goodness of fit is obtained by training the LSTM network, the problem of directional evolution under a finite element rule is avoided, and powerful help is provided for researching the real pitting process of the steel plate.
Owner:XIANGTAN UNIV

Corrosion-resistant aluminum alloy profile and preparation method thereof

The invention discloses a corrosion-resistant aluminum alloy profile and a preparation method thereof, and belongs to the technical field of aluminum alloy profiles. By optimizing the components of the corrosion-resistant aluminum alloy, the strength of the aluminum alloy profile can be guaranteed, and the corrosion resistance of the aluminum alloy profile is positively influenced. Besides, the corrosion-resistant coating is formed on the surface of the corrosion-resistant aluminum alloy base material in a laser cladding mode, the corrosion resistance of the aluminum alloy profile can be remarkably improved while the application performance of the aluminum alloy profile is guaranteed, and in the corrosion-resistant coating, nickel powder can enhance pitting corrosion resistance and intergranular corrosion resistance, so that the corrosion resistance of the aluminum alloy profile is improved. The adhesive force with an aluminum alloy base material is improved; the boron nitride can improve the acid resistance and wear resistance of the surface of the aluminum alloy profile and block a corrosion channel; the lanthanum oxide and the cerium dioxide have a synergistic effect, so that surface grains can be refined, air holes generated in the cladding process are reduced, the compactness of the coating is improved, the compatibility with an aluminum alloy base material is promoted, and the apparent quality of the aluminum alloy profile is guaranteed.
Owner:广东豪美技术创新研究院有限公司 +1

Corrosion resistance detection device and detection method for corrosion foil processing

The invention discloses a corrosion resistance detection device and detection method for corroded foil processing, and relates to the technical field of material corrosion detection.The corrosion resistance detection device comprises a detection box, an exhaust mechanism is arranged at the upper end of the detection box, an ultraviolet lamp is arranged at the top of the inner wall of the detection box, and a traction mechanism is arranged on one side of the detection box. The atomized corrosive liquid is closer to corrosive media such as acid rain and salt mist in natural atmosphere, a complex corrosive environment can be simulated more truly, the superimposed effect of multiple corrosion mechanisms such as photo-oxidation corrosion and damp and hot corrosion can be researched through the synergistic effect of illumination, humidity and the corrosive liquid, the atomized corrosive liquid is close to a complex scene in practical application, and the application prospect is wide. By comparing the corrosion rate under the illumination condition or not, the promotion effect of ultraviolet rays on material corrosion, such as photocatalytic oxidation, corrosion foil on a corrosion swing frame mechanism and corrosion foil on a corrosion diffusion mechanism, can be determined, and the influence of different humidity levels on corrosion types, such as pitting corrosion and crevice corrosion, can be analyzed.
Owner:YANGZHOU HONGYUAN ELECTRONICS

Plating forming process of lamp

The invention relates to the technical field of lamps, in particular to a plating forming process of a lamp. The problems that the interface bonding force of the coating and the matrix is insufficient and the corrosion resistance of the coating is poor are solved. According to the method, micro-arc oxidation is carried out in the pretreatment stage, a compact Al-Si-O ceramic layer is generated on the surface of a high-aluminum matrix in situ, and in combination with deep diffusion of plasma siliconizing, a transition area with gradient Si distribution is constructed; the pitting corrosion resistance of the coating is optimized through the component gradient design of the inner-layer coating, the middle-layer coating and the outer-layer coating; the surface of the coating lamp is subjected to checkerboard scanning by using short pulse laser, so that the porosity and microdefects of the surface of the coating are improved, and the corrosion resistance of the coating is enhanced; a uniform oxynitride passivation film is generated on the surface of the coating in situ through low-temperature plasma post-oxidation-nitridation treatment, the defect that a film layer is easy to strip in a traditional passivation process is avoided, and the corrosion resistance of the material in long-term service can be stably maintained.
Owner:WUXI BAIFU LIGHTING ELECTRIC CO LTD

Wind turbine generator fault early warning and abnormal parameter inspection method

The invention belongs to the technical field of wind turbine generators, and particularly relates to a wind turbine generator fault early warning and abnormal parameter inspection method comprising the following steps: collecting historical operation data of a wind turbine generator, analyzing the data, and establishing a data model; the historical data comprises operation data of a generator, a gear box, a main bearing, a variable pitch system and an electrical system; vibration spectrums of a gearbox and a generator rotating part are monitored through an acceleration sensor to identify whether bearing pitting corrosion, gear tooth breakage mechanical faults and frequency are abnormal or not; an on-line monitoring device is installed in an oil way of the wind turbine generator to monitor the oil state in real time. The temperature of the gearbox and the bearing is detected through the thermal infrared imager, and whether the temperature is abnormal or not is monitored; abnormal sound signals of blade cracks or bearing early damage are captured through an ultrasonic sensor, and the blade is judged.
Owner:ABAGA BANNER GREEN ENERGY NEW ENERGY CO LTD

Material tensile strength testing device suitable for high-humidity and high-salt environment

The invention discloses a material tensile strength testing device suitable for a high-humidity and high-salt environment, the material tensile strength testing device comprises a box body, two connecting plates are fixedly connected to the rear side, close to the top, of an inner cavity of the box body, the two connecting plates are arranged in a bilateral symmetry mode, and two concentric-square-shaped frames are jointly and fixedly connected between the two connecting plates; through mutual cooperation of a driving gear, a concave mounting plate, an A-shaped mounting plate, a driving motor, a cleaning gear, an inner gear ring and the like, the outer surface of a reinforcing steel bar can be pretreated, and the situation that a test result is affected by corrosion of the surface of the reinforcing steel bar is prevented; through mutual cooperation of a component moving motor, a connecting plate, a double-thread lead screw, a moving block, a salt spray test box, a linkage rod, absorption cotton and other components, when a steel bar is tested in a continuous salt spray environment, salt spray liquid drops are attached to the outer surface of the steel bar, so that the surface of a sample is condensed; a local electrolyte membrane can be prevented from being formed on the surface of the steel bar to accelerate pitting corrosion or galvanic corrosion.
Owner:HEBEI INST OF SPECIAL EQUIP SUPERVISION & INSPECTION

Economical corrosion-resistant 5Cr80 rare earth oil well pipe steel and preparation method thereof

PendingCN120796843AChemical compositionAlloy
The invention relates to economical corrosion-resistant 5Cr80 rare earth oil well pipe steel and a preparation method thereof, belongs to the technical field of corrosion-resistant oil well pipe steel for petroleum engineering, and aims to solve the problems that the cost is high due to addition of precious metals such as Mo and Ni in existing medium Cr steel, pitting corrosion is induced by inclusion of MnS, and a rare earth treatment process is unstable. The oil well pipe steel is prepared from the following chemical components in percentage by mass: 0.05 percent to 0.08 percent of C, 0.3 percent to 0.50 percent of Si, 0.80 percent to 1.5 percent of Mn, less than or equal to 0.01 percent of P, less than or equal to 0.0020 percent of S, less than or equal to 0.0020 percent of O, 0.0050 percent to 0.0350 percent of Ce, 4.5 percent to 5.5 percent of Cr, less than or equal to 0.035 percent of Al, 0.020 percent to 0.030 percent of V and the balance of Fe and inevitable impurities. The yield strength of the oil well pipe steel is larger than or equal to 580 MPa. The economical corrosion-resistant 5Cr80 rare earth oil well pipe steel which is low in cost and free of a Mo-Ni component system is used for replacing a traditional high-alloy pipe in a harsh oil and gas well environment containing high Cl <-> and CO2, and the economical corrosion-resistant 5Cr80 rare earth oil well pipe steel is suitable for batch production of corrosion-resistant oil well pipes of deep wells, ultra-deep wells and sulfur-containing and CO2-containing complex working conditions.
Owner:CHINA IRON & STEEL RESEARCH INSTITUTE GROUP CO LTD

High-performance corrosion-resistant nickel-based alloy plate and preparation method thereof

The invention relates to the technical field of alloy processing, and discloses a high-performance corrosion-resistant nickel-based alloy plate and a preparation method thereof, and the method comprises the following steps: raw material preparation, smelting treatment, casting treatment, hot rolling treatment, solution treatment, aging treatment and surface passivation treatment. According to the invention, when a composite acid system is adopted for passivation treatment, the concentration of chromium / molybdenum atoms in a passivation film is optimized and balanced due to the specific ratio of nitric acid to chromic acid, a chromium oxide provides a compact passivation barrier, and a molybdenum oxide endows the film layer with a self-repairing characteristic to synergistically inhibit pitting nucleation; meanwhile, nano titanium dioxide particles pretreated by silane are embedded into the passivation film in situ under the action of ultrasonic oscillation, organic pollutants adsorbed on a film layer can be decomposed by the photocatalytic characteristic of the nano titanium dioxide particles, the local corrosion effect of a battery caused by dirt coverage is avoided, and the performance of the battery is improved through double upgrading of components and the structure of the passivation film. And the alloy plate has excellent pitting corrosion resistance and fouling resistance in a chloride ion-containing medium.
Owner:上海一郎合金材料有限公司

Accessory identification method and system based on image classification model

The invention relates to the technical field of computer vision and image processing, in particular to an accessory identification method and system based on an image classification model. The method comprises the following steps: acquiring industrial accessory data, and carrying out topological structure analysis according to the industrial accessory data so as to obtain industrial accessory topological structure data; performing accessory corrosion simulation according to the industrial accessory topological structure data to obtain accessory corrosion data; positioning an accessory corrosion position based on the accessory corrosion data so as to obtain accessory corrosion position data, and performing image acquisition so as to obtain an accessory corrosion image; performing corrosion stress concentration point analysis on the accessory corrosion image to obtain a corrosion stress concentration point image; and performing type division on the corrosion stress concentration point image so as to obtain a pitting corrosion stress concentration point image and a uniform corrosion stress concentration point image. According to the invention, the fault identification and life prediction accuracy of industrial accessories is improved based on computer vision and image processing technologies.
Owner:SHENZHEN XINXUAN TECH CO LTD

Corrosion-induced stress full coupling characterization method

ActiveCN120427500AWeather/light/corrosion resistanceChemical processes analysis/designChemical effectsCorrosion kinetics
The invention discloses a corrosion-induced stress full-coupling characterization method. The method comprises the following steps: characterizing an electrochemical corrosion degree based on a corrosion dynamics principle; representing a three-dimensional stress field of the metal structure based on a mechanical constitutive relation; the interaction of corrosion and stress is considered based on a corrosion expansion theory and a mechanical chemistry theory; a corrosion-induced stress full coupling model considering the interaction of corrosion and stress; and the influence of the corrosion induced stress on the corrosion process is quantified. According to the method, a corrosion expansion theory and a mechanical chemical effect are introduced into a mechanical constitutive equation and a current density equation respectively, and the corrosion-induced stress full-coupling characterization method is constructed. According to the method, collaborative characterization of force and electrochemical information in the corrosion dynamic evolution process is realized, stress evolution information induced by the corrosion process is characterized, the influence of corrosion induced stress on the corrosion process is considered, and time nonlinear characteristics and spatial heterogeneity of mechanical and electrochemical parameters in the pitting evolution process are disclosed.
Owner:TIANJIN UNIV

RV speed reducer

The invention is suitable for the field of cycloidal speed reducers, and provides an RV speed reducer which comprises a shell assembly, an input assembly and a speed reduction assembly and is characterized in that the shell assembly comprises a front supporting shell, a rear supporting shell, a positioning bolt and a positioning shaft, and the front supporting shell and the rear supporting shell are fixedly installed through the positioning bolt; positioning holes are annularly formed in the supporting front shell and the supporting rear shell, the positioning shaft is installed in the positioning holes in a rolling mode, the speed reduction assembly comprises a speed reduction sealing cover, a planet assembly and a main speed reduction assembly, the speed reduction sealing cover is installed in the supporting front shell through a bearing, and the circle center of the speed reduction sealing cover coincides with the circle center of the supporting front shell; and the kinetic energy transmission efficiency and the maximum running speed are improved, so that the joint is more suitable for high-speed robot speed reduction joints. Pitting corrosion, micro pitting corrosion and eccentric wear of the balance wheel are avoided, and the service life of the speed reduction assembly is prolonged.
Owner:SHENZHEN GUOSHENG POWER TECHNOLOGY CO LTD

Production process of iron-nickel stainless steel composite plate

The invention belongs to the technical field of stainless steel composite plates, and particularly relates to an iron-nickel stainless steel composite plate production process which comprises the following steps: performing plasma sputtering cleaning on a carbon steel base layer; the iron-nickel-stainless steel composite layer is subjected to laser micro-cladding treatment to form a micro-groove array, and a nano nickel-titanium alloy transition layer is preset in the micro-groove array; explosive cladding is carried out in a helium and argon mixed gas environment with the oxygen content smaller than or equal to 10 ppm, so that the carbon steel base layer and the iron-nickel-stainless steel cladding layer are subjected to interface metallurgical bonding to form a composite plate blank; the composite plate blank is hot-rolled and water-cooled to 500 DEG C or below after being heated and subjected to heat preservation; and the rolled composite plate blank is placed in mixed gas of nitrogen and hydrogen for isolation annealing, the bonding strength and the shearing strength are improved through an interface gradient diffusion layer composite structure constructed through the nanoscale, and interface oxidation and stress concentration in the rolling process are inhibited through asymmetrical rolling and a nanometer heat insulation coating; and multi-stage controlled cooling and diffusion barrier annealing are cooperatively regulated and controlled, so that the pitting corrosion resistance potential of the iron-nickel stainless steel clad layer is improved.
Owner:HENAN XINKUAN HEAVY IND TECH CO LTD

High-robustness multi-scale defect detection method and system for metal matrix surface

The invention discloses a high-robustness multi-scale defect detection method for a metal matrix surface, and relates to the technical field of machine vision and surface defect detection. In order to solve the problems of large scale difference of metal matrix surface defects, strong background noise and easy missing detection of tiny targets in a complex service environment, an EMA-YOLO deep network proposed by the invention is characterized in that an efficient multi-scale attention (EMA) mechanism is introduced into a YOLOv8 backbone network, and the influence of background interferences such as surface water stains and oil stains on defect identification is inhibited through a cross-space learning strategy; a P2 layer-based high-resolution tiny target detection head is constructed, and shallow geometric details are reserved to accurately capture early pitting corrosion and microcracks; a Shape-IoU loss function is introduced, and through shape perception and adaptive weight adjustment, the positioning precision of cracks and irregular spalling defects with extreme length-width ratios is optimized. The EMA-YOLO deep network provided by the invention can effectively improve the accuracy, stability and robustness of multi-scale defect detection under a complex texture background.
Owner:SOUTHWEST TECHNICAL ENGINEERING RESEARCH INSTITUTE OF CHINA SOUTH IND GROUP +1

A high pitting resistance aluminum alloy internal threaded pipe and surface treatment method thereof

The present application provides a highly pitting-resistant aluminum alloy internally threaded pipe and a surface treatment method thereof, comprising the following steps: performing zinc spraying treatment on the surface of the aluminum alloy internally threaded pipe to form a zinc layer; heating the aluminum alloy internally threaded pipe with the zinc layer formed on the surface to a first temperature at a first rate for a first time, heating the aluminum alloy internally threaded pipe at a second rate for a second time to a second temperature, and heating the aluminum alloy internally threaded pipe at a third rate for a third time to a third temperature under the protection of an inert gas, and then performing a heat preservation treatment; the first rate is greater than the second rate, and the second rate is greater than the third rate. The present application first sprays zinc on the surface of the aluminum alloy internally threaded pipe, and then performs a zinc infiltration treatment on the aluminum alloy internally threaded pipe with the zinc layer formed on the surface by heating the pipe at a gradually decreasing three-stage heating rate, which can significantly increase the zinc infiltration depth and improve the corrosion resistance of the aluminum alloy internally threaded pipe.
Owner:CHONGQING NATIONAL INNOVATION INSTITUTE OF LIGHT ALLOYS CO LTD

Evaluation method for corrosion behavior of small hole of anticorrosive coating under action of current

The invention provides a method for evaluating the corrosion behavior of a small hole of an anticorrosive coating under the action of current. The method comprises the following steps: (1) acquiring corrosion kinetic parameters of a metal material; (2) constructing a parameterized multi-physical field model; (3) simulating a corrosion evolution process; (4) verifying the reliability of the model through experiments; and (5) constructing a comprehensive evaluation index. Obtaining corrosion kinetic parameters (corrosion potential, corrosion current density, Tafel slope and exchange current density) of the metal material through a potentiodynamic polarization curve test; the method comprises the following steps: preparing an anticorrosive coating metal sample with artificial pores, constructing a parameterized multi-physical field model by combining finite element software, and simulating local current density distribution and corrosion evolution under different pore diameters (greater than or equal to 2 mm), spacing (greater than or equal to 0 mm) and current density (greater than or equal to 0 A / m < 2 >); the reliability (corrosion potential error lt, 20%) of the model is verified through experiments, a comprehensive evaluation index is constructed based on multi-parameter sensitivity analysis, and rapid evaluation of the corrosion risk of the small hole of the anticorrosive coating and protection scheme optimization are achieved.
Owner:FUZHOU UNIV

KANs-based agricultural machinery gear pitting corrosion measurement method

The invention relates to the technical field of image recognition, in particular to an agricultural machinery gear pitting measurement method based on KANs, which comprises the following steps: acquiring a gear pitting image through image acquisition equipment; unifying the resolutions of the gear pitting images and preprocessing the gear pitting images; making a segmentation label of the processed gear pitting image and dividing a data set, wherein the data set is divided into a training set and a verification set; the P-KAN module and the D-KAN module are combined with the convolution block, and a U-KAN + network is constructed; inputting the training set into the U-KAN + network, and performing iterative updating training on the U-KAN + network by using a cross entropy loss function considering category weight; and inputting the verification set into the trained U-KAN + network, segmenting an effective tooth surface and a pitting corrosion area of the gear, and detecting the gear through a segmentation index. According to the method, the segmentation precision of the gear pitting corrosion image can be effectively improved, so that the problem of efficiently and accurately detecting the gear failure in the gear contact fatigue test is solved.
Owner:NORTHEAST AGRICULTURAL UNIVERSITY

Floating ball linkage type PCB electroplating bath liquid level mechanical adjusting device

The invention relates to the technical field of circuit board electroplating, in particular to a floating ball linkage type PCB electroplating bath liquid level mechanical adjusting device which comprises an electroplating bath, a switch button, a connecting rod mechanism and a guide rail and further comprises a floating ball, a driving assembly, an annular plate assembly and a protection assembly. The floating ball is driven to rotate through the driving assembly, pitting corrosion caused by the fact that the bottom of the floating ball is still below the liquid level for a long time is avoided, meanwhile, the situation that the weight of the floating ball is affected after electroplating liquid attached to the upper side of the floating ball is condensed into solid is avoided, and therefore the accuracy of liquid level measurement and control of the floating ball is guaranteed; meanwhile, the floating ball is separated from the fluctuating liquid level through the annular plate assembly, so that the influence of liquid level fluctuation on the floating ball is reduced to a certain extent; in addition, protection airflow is formed on the surface, close to the liquid level, of the connecting rod mechanism through the protection assembly, so that the surface, close to the liquid level, of the connecting rod mechanism is dry and clean, and the situation that the liquid level control accuracy of the floating ball is affected due to the weight change caused by condensation of by-products is avoided.
Owner:JIANGSU LIANKUN ELECTRONIC TECH CO LTD

A high corrosion-resistant magnesium alloy sheet with filiform corrosion characteristics and a preparation method thereof

The present invention belongs to the technical field of metal materials, and particularly relates to a high-corrosion-resistant magnesium alloy sheet having filiform corrosion characteristics and a preparation method thereof. Based on the total amount of the magnesium alloy sheet, in terms of mass percentage, the magnesium alloy sheet contains the following elements: Al: 6-9%, Sc: 0.05-0.15%, Y: 0.05-0.15%, Mn: 0.05-0.15%, and the balance is Mg and inevitable impurity elements; the alloy preparation method includes: alloy ingot melting, ingot solution treatment, extrusion into sheets, and then multi-pass rolling treatment and aging heat treatment regulation. Among them, the magnesium alloy sheet has a phase structure of dispersed Mg 17 Al 12 phase, and its corrosion behavior is typical filiform corrosion characteristics, which has the advantages of shallow corrosion depth and small destructiveness compared with traditional pitting corrosion. The magnesium alloy sheet in the present invention has excellent mechanical properties and corrosion resistance.
Owner:SHANGHAI JIAOTONG UNIV

Method for regulating and controlling degradation performance of degradable implantable interventional medical device through structural design

The invention provides a method for regulating and controlling degradation performance of a degradable implantable interventional medical device through structural design. The method comprises the following steps: extracting key design parameters of the degradable implantable interventional medical device based on an axiom design method; the method comprises the following steps: establishing a corrosion model based on a finite element method, simulating a continuous medium mechanics-based corrosion model and an elementary corrosion model of various corrosion mechanisms such as uniform galvanic corrosion, pitting corrosion, stress corrosion, fatigue corrosion and the like, and quantitatively calculating degradation kinetic parameters such as degradation rate, period, uniformity and the like of different structures under physiological conditions; in combination with clinical requirements on degradation performance, a structure optimization method is used, key design parameters are used as optimization geometric parameters, clinical degradation performance requirements are used as optimization targets, and the degradation performance of the implantable interventional medical device is regulated and controlled through the structure optimization method. The method can effectively solve the problem that the degradation performance of the existing degradable implantable interventional medical device is uncontrollable, the degradation uniformity is improved, and the curative effect of the degradable implantable interventional medical device is improved.
Owner:BEIHANG UNIV +1

Anti-freezing cooling liquid as well as preparation method and application thereof

The invention belongs to the technical field of anti-freezing solutions, particularly relates to an anti-freezing cooling liquid and a preparation method and application thereof, and provides an all-organic heat transfer system anti-freezing cooling liquid which contains efficient all-organic adsorption acid and an anti-corrosion inhibition additive, has better anti-corrosion and anti-rust capabilities on various metals, and has a good anti-freezing effect. And the anti-corrosion agent has excellent anti-rust function for soldering tin, cast aluminum, cast iron, steel, brass, red copper and the like, especially the anti-corrosion performance of a wet cylinder sleeve of a heavy-duty vehicle. The lubricating oil has excellent cavitation erosion resistance and pitting corrosion resistance, and has an excellent protection effect on an engine cooling system. The anti-freezing cooling liquid product is free of precipitates, stable in performance, safe, non-toxic, green and environment-friendly.
Owner:SHENYANG LUBRICATING OIL FACTORY (CO LTD)

Aluminum pipe, heat exchanger and application of aluminum pipe

The invention discloses an aluminum pipe, a heat exchanger and application thereof, and belongs to the technical field of heat exchange materials. The aluminum pipe comprises an aluminum pipe base material layer and a zinc impregnation layer arranged on the surface of the aluminum pipe base material layer. The zinc impregnation layer has a zinc concentration gradient which is gradually reduced from outside to inside; the maximum zinc concentration of the zinc impregnation layer is 0.01 to 10 weight percent; the thickness of the zinc impregnation layer is larger than 0 and smaller than or equal to 400 micrometers. The zinc impregnation layer is formed on the surface of the aluminum pipe base material layer, corrosion can be limited from expanding to the inner layer, longitudinal expansion of corrosion is avoided, pitting corrosion is inhibited, the zinc content distribution of the zinc impregnation layer at different zinc impregnation depths can be controlled by controlling the maximum zinc concentration and thickness of the zinc impregnation layer, and the corrosion resistance of the aluminum pipe is improved. The zinc impregnation layer has a good anodic protection effect on the aluminum pipe, pitting corrosion extension is effectively inhibited, the corrosion resistance of the aluminum pipe is improved, and the service life of the aluminum pipe is prolonged.
Owner:GD MIDEA AIR CONDITIONING EQUIP CO LTD

Medical magnesium alloy anchor and preparation method thereof

The invention relates to the technical field of medical instruments, in particular to a medical magnesium alloy anchor and a preparation method thereof.The technical scheme includes that the medical magnesium alloy anchor comprises an anchor material, and the anchor material is a magnesium alloy anchor outer structure support formed by at least one of zirconium dioxide prepared through 3D printing, polycaprolactone and PLGA; the composite amorphous alloy prepared from the other three kinds of magnesium, zinc and calcium alloy powder is filled in pores of the support, and finally surface treatment is carried out on the surface of the anchor. Compared with a traditional magnesium alloy anchor nail, a stable supporting structure is provided for the anchor nail by means of the 3D-printed outer structure support and the internal high-strength amorphous composite magnesium alloy, the structural stability after implantation can be effectively maintained through the structural design, and the stability of the anchor nail is improved. The instant loss of mechanical properties caused by pitting corrosion cannot occur after corrosion, and the problems of structural integrity damage, deformation, displacement and the like possibly caused by early corrosion of a traditional anchor in a bone are solved.
Owner:SUZHOU INNOTECH MEDICAL TECH CO LTD

Austenitic stainless steel whole-hydrochloric-acid-based stepped pickling method

The invention belongs to the field of stainless steel pickling, and particularly relates to an austenitic stainless steel whole-hydrochloric-acid-based stepped pickling method. At present, stainless steel pickling is mainly based on a mixed acid pickling (nitric acid and hydrofluoric acid) system, the problem of three-waste discharge exists in the pickling process, the pickling process is only suitable for removing ferritic stainless steel with weak binding force between an oxide layer and a metal matrix through pickling, and the oxide layers on the surfaces of ferritic cold plate stainless steel and austenitic stainless steel are difficult to remove. In order to solve the problems, hydrochloric acid is used for providing an acid environment, a pre-pickling and grading final pickling cooperative treatment method is adopted, a compact oxide layer on the surface of the austenitic stainless steel can be effectively removed, surface polishing and surface passivation can be achieved through the anodic polarization effect, and the stainless steel surface after pickling is free of pitting corrosion and intergranular corrosion phenomena; and the pickled stainless steel surface has high smoothness, the leveling and polishing quality of the BA plate can be remarkably improved, meanwhile, the production cost is low, and pickling waste liquid can be regenerated and recycled.
Owner:NORTHEASTERN UNIV CHINA

Method, medium and system for determining welding parameters of TP321H steel

The invention provides a method, medium and system for determining welding parameters of TP321H steel, and belongs to the technical field of steel welding.The method comprises the steps that firstly, material characteristic parameters such as pitting corrosion resistance equivalent and tensile strength of the TP321H steel are collected, and small-scale orthogonal welding test data including welding parameters and welding quality data are obtained; based on this, a welding quality equation set considering material characteristics and welding parameters is established. After the lowest welding quality requirement of the construction technology is obtained, the reasonable range and step length of each parameter are determined according to parameter significance and experience, and a welding parameter optimization path problem is constructed. And after optimal welding parameters are obtained through optimization solution by adopting an artificial bee colony algorithm, actual welding verification is carried out. If the result does not meet the requirement, the weight of the fitness function of the algorithm is adjusted, optimization is repeated until the verification result meets the requirement, the optimal parameter is output, and the problems that the prior art usually depends on engineering experience, and welding parameters are difficult to determine are solved.
Owner:CHINA CONSTRUCTION INDUSTRIAL & ENERGY ENGINEERING GROUP CO LTD

Valve quality detection method and detection system thereof

The invention relates to the technical field of detection, in particular to a valve quality detection method and system. According to the method, a valve is divided into sub-blocks, ultrasonic thickness, eddy current pitting corrosion signals, temperature, pH value, Cl <-> concentration and other environmental parameters are synchronously collected, a comprehensive corrosion coefficient is generated through a formula, a laser displacement meter is used for conducting three-dimensional scanning on a valve rod to obtain crack point cloud data, the volume density is calculated, and a health index is generated through fusion for decision making. The system comprises a multi-mode sensor, an active scanning module, a data analysis module and a decision output module, and the detection precision is improved through an anti-shake mechanism and a transfer learning model. According to the method, the problems of insufficient local corrosion capture, crack depth deficiency, complex structure shielding leak detection and the like in traditional detection are solved, accurate evaluation of the health state of the valve is realized, a scientific basis is provided for predictive maintenance of valves in petrochemical engineering, electric power and other industries, and the risks of production shutdown and equipment damage are effectively reduced.
Owner:CHANGZHOU WUJIN NO 1 IRRIGATION MACHINERY