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1017results about "Roll force/gap control device" patented technology

Rolling method, system and equipment in full-closed mode and storage medium

The invention relates to the technical field of intelligent manufacturing, in particular to a rolling method, system and equipment in a full-closed mode and a storage medium, and the method comprises the steps that plate thickness and temperature data are collected in real time through a thickness measuring device integrated with a temperature sensor; predicting a future thickness change trend by using a temperature-sensitive deep learning model and combining historical working condition parameters; calculating a dynamic compensation gap sequence based on the prediction result, the target thickness and the compression roller characteristics, and driving a compression roller control system to adjust the gap; and feedback data after rolling are synchronously collected, model parameters are updated in a self-adaptive mode, and closed-loop control is formed. According to the full-closed mode rolling method, high-precision rolling is achieved through closed-loop control, and the quality and efficiency are improved.
Owner:BEIJING METALS TECHNOLOGY LTD CO

Wide and thick steel plate for 700MPa-grade corrosion-resistant anti-fatigue marine tendon pipe and production method of wide and thick steel plate

The invention discloses a wide and thick steel plate for a 700MPa-grade corrosion-resistant anti-fatigue marine tendon pipe and a production method of the wide and thick steel plate. According to the component design of the wide and thick steel plate, CEIIW is controlled to be 0.41-0.47%, CEPcm is controlled to be 0.16-0.20%, low-Nb and low-Mo design is adopted, the phase change temperature is increased, and phase change of polygonal ferrite is promoted; rE solid solution, interface segregation and other effects are fully utilized to improve the strength and corrosion resistance, and the RE and Ca act together to purify molten steel and modify and disperse inclusions. On the basis of component design, low-temperature heating, rough rolling multi-stage thickness section high-temperature gradient deformation and low-temperature rolling, intermediate temperature-waiting blank rapid cooling after rough rolling is finished, finish rolling low-temperature deformation, multi-stage water cooling and other methods are adopted to obtain a microstructure of lath bainite, granular bainite and polygonal ferrite, and the proportion, size and distribution control of all phases is ideal; the method plays an important role in obtaining good comprehensive performance of the steel plate.
Owner:ANGANG STEEL CO LTD

Production method for controlling the shape of A514GrQ extra-thick plates for offshore platforms

This invention discloses a process for controlling the shape of A514GrQ extra-thick plates for offshore platforms. It uses 800-1000mm thick steel ingots, and after removing and cleaning the ingot risers, ensures uniform thickness of the ingot body, laying the foundation for obtaining steel plates with excellent flatness. The heating process is optimized to ensure uniform heating of the ingot head, middle, and tail, facilitating uniform deformation during rolling. Homogenized rolling is employed to reduce cooling water usage, limit the reduction per pass, and control the final rolling temperature, avoiding uneven internal stress and shape rebound in the steel plate. The final product is a 180-210mm thick steel plate with a maximum flatness ≤8mm and a lateral flatness ≤4mm within a length of 10000mm and a width of 2400mm, significantly reducing subsequent leveling tasks.
Owner:NANYANG HANYE SPECIAL STEEL CO LTD

Manufacturing method of high-efficiency and low-cost steel plate for 345MPa-grade low-temperature pressure vessel

The invention discloses a manufacturing method of a high-efficiency and low-cost steel plate for a 345MPa-grade low-temperature pressure vessel, and belongs to the technical field of low-carbon microalloyed steel production. The manufacturing method comprises the steps of molten steel smelting, LF refining, RH vacuum degassing, continuous casting, casting blank heating, rolling, controlled cooling and straightening. The problems that steel plate rolling efficiency is low, rolling resistance is large, and the plate shape is not easy to control are solved, the steel plate is low in cost, high in strength and toughness and high in straightness, and the service safety of the steel plate for the low-temperature pressure container can be guaranteed.
Owner:ANGANG STEEL CO LTD

High-precision same-turning roller adjusting mechanism and prestressed rolling mill

The invention discloses a high-precision same-turning roller adjusting mechanism and a pre-stressed rolling mill. The two racks are symmetrically arranged; bearing seat adjusting devices are installed on the portions, corresponding to the two sides of the upper bearing seat, of each rack, and two second-stage worm and gear reduction gearboxes are arranged on the portions, corresponding to the upper bearing seat adjusting devices, of the top of each rack. A first-stage worm and gear reduction gearbox is arranged between the two second-stage worm and gear reduction gearboxes of each rack; worms of the two primary worm and gear reduction gearboxes are connected together through a connecting assembly and used for being connected with a driving device. The two axial sides of a worm wheel of each first-stage worm and gear reduction gearbox extend out to be coaxial with a worm of the corresponding second-stage worm and gear reduction gearbox. And a worm gear of each secondary worm and gear reduction gearbox is in transmission connection with the bearing seat adjusting device. Compared with a straight gear pair, a helical gear pair and the like, the two stages of worm and gear pair transmission mechanisms are arranged, so that the speed ratio is greatly increased, and the adjusting precision of the roller is improved.
Owner:HUATIAN ENG & TECH CORP MCC

Deep reinforcement learning-based self-learning deviation correction control method for finish rolling threading process

The invention discloses a deep reinforcement learning-based self-learning deviation correction control method for a finish rolling strip threading process, and belongs to the technical field of steel rolling automatic control. The control method comprises the following steps: constructing a deep reinforcement learning model by taking a finish rolling rack in the finish rolling strip threading process as an intelligent agent; based on a deep reinforcement learning model, an optimal strategy is generated through interaction of an intelligent agent and a rolling environment; and the optimal strategy is embedded into a self-learning system in the finish rolling strip threading process for real-time correction, so that the strip steel inlet deviation amount is compensated in real time, and the strip steel outlet deviation amount is controlled within the process allowable range. By adopting the technical scheme provided by the invention, the deviation degree of the head of the finish-rolled strip steel can be greatly reduced.
Owner:UNIV OF SCI & TECH BEIJING

Method for producing ultra-thin and ultra-wide limit specification engineering structure steel through wide and thick plate rolling mill

The invention relates to the technical field of metal processing, in particular to a method for producing ultra-thin and ultra-wide limit specification engineering structure steel through a wide and thick plate mill, the method comprises the steps of casting blank heating, rolling, hot straightening and air cooling to the room temperature, in the casting blank heating process, when the casting blank is heated to 1235-1260 DEG C and the gas pressure of a header pipe is 7-9 KPa, the steel tapping rhythm is increased to be larger than or equal to 180 s, and the steel tapping rhythm is increased to be larger than or equal to 180 s; the soaking time and the heating time are 4-4.5 hours, and the total in-furnace time is 5-6.5 hours; when the gas pressure of a main pipe is less than 7KPa, the tapping rhythm is increased to be more than or equal to 230s, the soaking section and heating time is 4.5-5h, the total in-furnace time is 5.5-7h, and the steel billet tapping temperature is more than or equal to 1230 DEG C; the air-fuel ratio is regulated between 1.7 and 2.3, and the temperature difference between the upper surface and the lower surface of the blank is within 15 DEG C; the wide and thick plate rolling mill is used for producing the steel for the engineering structure with the thickness specification of 4-6 mm and the width larger than 3500 mm, and the problems that the steel plate is thin in rolled piece and rapid in temperature reduction, waves are prone to occurring in the production process, the thickness is uneven, and the one-time passing rate and the waste reduction rate of the steel plate are affected are solved.
Owner:ANGANG STEEL CO LTD

Near-net-shape endless rolling non-oriented electrical steel ultra-thin strip and preparation method thereof

The invention discloses a near-net-shape endless rolling non-oriented electrical steel ultra-thin strip and a preparation method thereof, and belongs to the technical field of metal processing. According to the method, the near-net-shape endless rolling non-oriented electrical steel ultra-thin strip with the finished product thickness being only 0.05-0.15 mm is prepared through the processes of smelting, thin slab continuous casting, endless rolling hot continuous rolling, coiling, online heat preservation, acid pickling, primary cold rolling and continuous annealing, normalizing and secondary cold rolling annealing are not needed in the process, and short-process, low-cost and efficient production can be achieved. The defects that the surface of the non-oriented electrical steel ultra-thin strip is corrugated, the magnetic performance is poor, the surface is scratched and severely narrowed in the annealing process, iron loss is not easy to control, and energy consumption is high are overcome, and the prepared non-oriented electrical steel ultra-thin strip is excellent in magnetic property and can be applied to high-frequency and high-speed motors. And the development requirements of new energy and low-altitude economy are met.
Owner:WEIFANG UNIV OF SCI & TECH

V-B-Ti microalloyed 690MPa-grade steel for engineering machinery

The invention discloses a V-B-Ti microalloyed 690 MPa grade steel for engineering machinery, and belongs to the field of metal processing. The steel comprises the following chemical components in percentage by weight: 0.13%-0.17% of C, 0.15%-0.25% of Si, 1.55%-1.7% of Mn, less than or equal to 0.02% of P, less than or equal to 0.015% of S, 0.017%-0.0250% of Ti, 0.1%-0.2% of Cr, 0.015%-0.045% of Als, 0.05%-0.08% of V, 0.0015%-0.0020% of B, 0.005%-0.0095% of N, 3.4%-3.8% of Ti / N and the balance of Fe and inevitable impurities, the total amount of other impurity elements is less than 0.05%, and the problems of low steel plate toughness and plate shape unevenness are solved.
Owner:ANGANG STEEL CO LTD

Method and system for quickly calculating roller shape of electromagnetic regulation and control roller based on finite difference

The invention provides a finite difference-based rapid calculation method and system for an electromagnetic regulation and control roller shape and a rolling condition optimization method and system, and belongs to the field of rolling control. The roller shape rapid calculation method comprises the steps that size parameters, an electromagnetic rod loading form, a regulation mode, regulation parameters and rolling working condition environment parameters of an electromagnetic regulation roller to be regulated are obtained, a geometric model of the electromagnetic regulation roller is established, and the electromagnetic rod loading form, the regulation mode, the regulation parameters and the rolling working condition environment parameters are set in the geometric model; grid division is conducted on the geometric model of the roller, the finite difference theory is introduced, an electromagnetic regulation and control roller shape rapid calculation model is constructed, and temperature field distribution is rapidly solved and calculated through an LU decomposition method; and the roller shape is calculated according to the electromagnetic regulation and control roller shape rapid calculation model and the temperature field distribution. According to the method, online dynamic regulation and control of the electromagnetic regulation and control roller shape under parameter optimization is achieved, and the real-time performance and accuracy of the electromagnetic regulation and control roller shape are improved.
Owner:UNIV OF SCI & TECH BEIJING

Manufacturing method for improving cold-rolled edge crack defect of high-silicon phase-change-free electrical steel

The invention discloses a manufacturing method for improving the cold-rolled edge crack defect of high-silicon phase-change-free electrical steel, which comprises the following steps: converting molten iron by a converter, transferring to an RH (Ruhrstahl Heraeus) furnace, carrying out vacuum smelting, carrying out alloying treatment, and continuously casting the molten steel with chemical components meeting requirements into a plate blank; the plate blank is hot-rolled into a hot-rolled plate after being heated and subjected to heat preservation; and the hot-rolled plate is subjected to normalizing, acid pickling, cold rolling, continuous annealing and insulating coating coating to prepare a high-silicon phase-change-free electrical steel finished product. In the hot rolling process, the steel plate is transversely rolled through a vertical roller, the vertical roller reduction rate delta B of the vertical roller pass meets the condition that delta B is larger than or equal to 10 * delta h / H inlet and smaller than or equal to 18 * delta h / H inlet, delta h is the thickness difference of the plate blank before and after the pass, and H inlet is the thickness of the plate blank at the pass inlet. Through the process design of the procedures of continuous casting, heating, hot rolling, normalizing, cold rolling and the like, the structure uniformity of the material is improved, especially the structure uniformity in the thickness direction, and the one-time passing rate of cold rolling is 95% or above.
Owner:МААНЬШАНЬ АЙРОН ЭНД СТИЛ КО ЛТД

Rolling processing equipment for high-strength cobalt-based alloy

The invention belongs to the technical field of cobalt-based alloy machining, and particularly relates to high-strength cobalt-based alloy rolling machining equipment which comprises a rack and a cooling system, an upper roller and a lower roller are installed on the rack, one end of the rack is fixedly connected with a first motor, and the first motor is connected with the end of the lower roller through a reduction gearbox; and the other end of the lower roller is mounted on the bearing seat. The device further comprises a thickness acquisition module and a stress acquisition module. The thickness acquisition module and the stress acquisition module are used for monitoring the thickness and rolling pressure fluctuation of a rolled plate in real time, the control module is used for generating a corresponding fluctuation coefficient, and the thickness fluctuation coefficient and the stress fluctuation coefficient are comprehensively analyzed to generate an evaluation coefficient; and the roller spacing, the rolling speed and the working state of a cooling system are dynamically adjusted according to the evaluation result, so that the rolling process can adapt to material characteristics and working condition changes, the thickness uniformity of rolled plates is effectively improved, and the adverse effect caused by abnormal fluctuation of rolling pressure is reduced.
Owner:SHENYANG TOP NEW MATERIAL CO LTD

Electrically-assisted tooth-shaped rolling process and device for preparing gradient ultrafine-grained sheet

An electrically-assisted tooth-shaped rolling process and device for preparing a gradient ultrafine-grained sheet is provided. A rib-forming pressure roller, a rib-flatting pressure roller and a straightening pressure roller are adopted to sequentially roll relative to a surface of a sheet under a preset pressing force. The surface of the sheet is driven, under a rib forming process, to generate large deformation in micro-area to crush and refine grains, and under a rib flatting process to generate reverse large deformation in micro-area. Large deformation areas in the rib forming process and the rib flatting process are staggered to further crush and refine the grains. A cold straightening process drives the sheet to be restored to an original shape, so that the sheet becomes the gradient ultrafine-grained sheet with a decreasing grain size gradient from an interior to a surface layer.
Owner:HEFEI UNIV OF TECH

Quick-response high-precision pre-stress rolling mill and control method

The invention discloses a quick-response high-precision pre-stress rolling mill and a control method. The device at least comprises two frame type racks which are symmetrically arranged; a pre-stress cylinder is arranged on an upper beam of each frame type rack, and a driving shaft of each pre-stress cylinder downwards extends out of the upper beam and is positioned below the upper beam; upper bearing seat adjusting devices are mounted on the two sides of the prestress cylinder; an upper bearing seat is mounted between the upper bearing seat adjusting devices on the two sides; a driving shaft of the pre-stress cylinder is connected with the upper bearing seat and is used for providing pre-stress for the upper bearing seat; an adjusting hydraulic cylinder is arranged on a lower beam of each frame type rack, and a driving shaft of each adjusting hydraulic cylinder upwards extends out of the corresponding upper beam and is located above the corresponding lower beam; a lower bearing seat is arranged in the frame type rack below the upper bearing seat in a sliding manner; and a driving shaft of the adjusting hydraulic cylinder is connected with the lower bearing seat. The rolling precision is high, and the adjustment requirement of the rolling mill roll gap can be met through rapid and accurate adjustment of the lower bearing seat on line.
Owner:HUATIAN ENG & TECH CORP MCC

A strip thickness control method based on thickness measurement value delay compensation

The application provides a strip thickness control method based on thickness measurement value delay compensation; comprising: step 1, establishing a strip thickness dynamic system; step 2, establishing a strip thickness measurement value considering the installation position offset of a thickness gauge; step 3, establishing a strip thickness inertia link prediction value; step 4, designing a mill roll gap setting value feed-forward quantity offsetting the effect of rolling pressure; step 5, designing a mill roll gap setting value feedback quantity of strip thickness deviation prediction value proportional feedback; step 6, designing a final mill roll gap setting value; and step 7, inputting the mill roll gap setting value into a mill hydraulic roll gap adjusting system for mill roll gap adjustment. The strip thickness inertia link prediction designed in the application not only makes up for the influence of strip thickness measurement value delay on thickness control, but also improves the thickness control response effect in the strip rolling transition process.
Owner:CHINA NAT HEAVY MACHINERY RES INSTCO

Flexible connecting device for roller bearing seat, quick-response high-precision pre-stress rolling mill and control method

The invention discloses a roll bearing seat flexible connecting device, a quick-response high-precision pre-stress rolling mill and a control method. Comprising a frame type rack, and a roller bearing seat is arranged in the rack; a double-piston-rod hydraulic cylinder is arranged on an upper beam and / or a lower beam of the frame type rack; a connecting rod penetrates through a piston rod of the hydraulic cylinder; a concave-convex combined spherical pad sleeves one end, close to the bearing seat, of the connecting rod; the concave spherical pad is positioned on one side far away from the bearing seat, and the convex spherical pad is positioned on one side close to the bearing seat; the lower end of the connecting rod penetrates through the concave-convex combined spherical pad and the base to be connected to the roller bearing seat. The convex spherical pad can twist along with the bearing seat; the end, far away from the bearing seat, of the connecting rod extends upwards out of the rack and is in threaded connection with a nut, and the connecting rod between the nut and the rack is sleeved with a spring. According to the device, the combined spherical pad is arranged between the hydraulic cylinder and the bearing seat, so that the hydraulic cylinder and the bearing seat are flexibly connected, and the effect of protecting the hydraulic cylinder is achieved.
Owner:HUATIAN ENG & TECH CORP MCC

Production method of hot-rolled copper-steel bimetal composite plate

According to the production method of the hot-rolled copper-steel double-metal composite plate, copper is oxygen-free copper, and Cu is larger than or equal to 99.95%; the steel is low-alloy high-strength steel; the key process steps of the copper-steel composite plate comprise assembling, heating, rolling, cooling and finishing. By controlling the rolling temperature, the pass reduction rate, the cooling speed and other processes, the plate shape of the copper-steel rolled composite plate is obviously improved, the stability of the bonding surface is greatly improved, and therefore industrial production and application of the copper-steel bimetal rolled composite plate are achieved.
Owner:HUNAN VALIN XIANGTAN IRON & STEEL CO LTD

Cold rolling speed-rolling force-tension cooperative control system and method for composite board

The invention discloses a cold rolling speed-rolling force-tension cooperative control system and method for a composite board, and the method comprises the steps: firstly, achieving the multi-step dynamic prediction of rolling key parameters through the time sequence feature extraction capability of a GRU network based on the cold rolling data of a multi-layer composite board, and achieving the feed-forward control through online optimization; a fuzzy PID self-adaptive compensation strategy is combined, so that the influence of external disturbance and parameter time variation is effectively inhibited; and the two methods are combined in a weighted fusion manner, so that the perspectiveness is ensured, the real-time disturbance influence is considered, and the cold rolling speed-rolling force-tension cooperative control of the composite plate is realized. According to the cold rolling speed-rolling force-tension cooperative control system and method for the composite board, the control effect is better, higher generalization ability and anti-interference performance are achieved, the control precision and stability of cold rolling of the multi-layer composite board are greatly improved, and the system and method can be widely applied to the cold rolling production process of the multi-layer composite board.
Owner:CHINA NAT HEAVY MACHINERY RES INSTCO

Equipment state monitoring and maintenance system

The invention relates to the technical field of equipment state monitoring, in particular to an equipment state monitoring and maintenance system, and provides the following scheme: acquiring three-dimensional stress energy density distribution data of a roller bearing seat, predicting a roller surface microcrack expansion trend, and generating a dynamic residual life index; rolling force compensation is carried out by combining the ellipticity data of the section of the pipe; meanwhile, by synchronously collecting Barkhausen noise signals and cooling medium flow data, the cooling intensity is adjusted in real time; in order to ensure the roller health, a roller health weight is generated based on the dynamic residual life index, a rolling force compensation model is constructed, rolling force distribution is optimized through a particle swarm optimization algorithm, and the uniformity of the wall thickness of the pipe is ensured; the method effectively prevents roller damage and pipe wall thickness mutation, improves the production efficiency and the product quality, and prolongs the service life of equipment.
Owner:上上德盛集团股份有限公司

V-N-B microalloyed 550MPa-grade steel for engineering machinery and preparation method of V-N-B microalloyed 550MPa-grade steel

The invention discloses V-N-B microalloyed 550MPa-grade steel for engineering machinery and a preparation method of the V-N-B microalloyed 550MPa-grade steel, and belongs to the technical field of low-carbon microalloyed steel production. The steel comprises the following components in percentage by weight: 0.06%-0.15% of C, 0.2%-0.35% of Si, 1.35%-1.65% of Mn, less than or equal to 0.02% of P, less than or equal to 0.015% of S, 0.01%-0.03% of Nb, 0.015%-0.0250% of Ti, 0.15%-0.25% of Cr, 0.015%-0.045% of Als, 0.05%-0.08% of V, 0.0012%-0.0020% of B, 0.01%-0.025% of N, 0.005%-0.010% of Ca and the balance of Fe and inevitable impurities, the total amount of other impurity elements is less than 0.05%, and the problems of low toughness and plate shape unevenness are solved.
Owner:ANGANG STEEL CO LTD

Corrosion-resistant low-temperature-resistant carbon dioxide pipeline steel and preparation method thereof

The invention discloses corrosion-resistant and low-temperature-resistant carbon dioxide pipeline steel and a preparation method thereof. The preparation method comprises the following steps: preparing a continuous casting billet through smelting and continuous casting; the temperature of a soaking zone is TNbC + (40-100) DEG C, and the duration of the soaking zone is 30-50 min; the continuous casting billet is rolled into a steel plate with the thickness t larger than or equal to 38 mm through recrystallization zone rolling and two-phase zone rolling; the initial rolling temperature of recrystallization zone rolling is Tnr + (5-25) DEG C, the final rolling temperature is Tnr + (0-20) DEG C, and the plate thickness after rolling is 3.2-4.2 t; both the initial rolling temperature and the final rolling temperature of two-phase region rolling are Ar3-5 DEG C to Ar3 + 15 DEG C; after the steel plate leaves the rolling mill, the steel plate enters an ultra-fast cooling system for water cooling, the water entering temperature is larger than or equal to Ar < 3-30 > DEG C, the final cooling temperature is Bs-(340-300) DEG C, and the cooling rate is 9-22 DEG C / s; and the steel plate is air-cooled to room temperature through a cooling bed after being discharged.
Owner:INST OF RES OF IRON & STEEL JIANGSU PROVINCE +2

Non-last-pass rolling force prediction method and system

The invention provides a non-last-pass rolling force prediction method and system, and relates to the technical field of rolling process.The method comprises the steps that a data set is obtained; according to the time sequence characteristics of the data set, obtaining cascading indexes; obtaining a training set based on the data set and the cascade index; the training set comprises features associated with non-last-pass rolling force in the data set; training the to-be-trained model by using the training set to obtain a target neural network model; inputting the chemical components of the to-be-measured plate blank, the non-last-pass rolling process parameters and the cascade indexes into the target neural network model to obtain a non-last-pass rolling force predicted value of the to-be-measured plate blank; the method aims at solving the problems that at present, rolling force prediction is conducted according to full-pass rolling force, the number of manual intervention conditions of the last pass in real production is not considered, and the rolling force distribution heteroscedasticity is not considered, so that the accuracy of a non-last-pass rolling force prediction result is low.
Owner:JIANGSU JINHENG INFORMATION TECH CO LTD

Cold rolling mill rolling force prediction and self-adaptive control method based on multi-sensor fusion

The invention provides a cold-rolling mill rolling force prediction and self-adaptive control method based on multi-sensor fusion, and relates to the technical field of cold-rolling mill control, and the method comprises the steps: collecting sensor technological parameters, constructing a parameter incidence matrix through a graph attention network, reconstructing a working condition feature sequence, and predicting rolling force in combination with deformation area contact arc length change characteristics. And a control strategy is constructed based on the rolling force error value, control parameters are optimized, optimal process parameters are searched in a parameter optimization space in combination with constraint conditions and are converted into control instructions, the rolling force prediction accuracy and control precision can be improved, and the anti-interference capability of the system is enhanced.
Owner:CHANGZHOU SHENGTAK SEAMLESS STEEL TUBE

Cold continuous rolling high-pressure large-flow hydraulic energy-saving control method and system

The invention relates to the field of steel rolling control, in particular to a cold continuous rolling high-pressure large-flow hydraulic energy-saving control method and system.The method comprises the steps that rolling system parameters and real-time data are collected and preprocessed, and basic data used for pressure regulation and control are obtained; carrying out model coupling analysis on the steel coil process parameters to obtain adaptive rolling pressure data; non-linear fusion evaluation is carried out on acceleration and thickness disturbance, and a self-adaptive dynamic safety margin is obtained; performing real-time synthesis on the adaptive rolling pressure data and the adaptive dynamic safety allowance to obtain dynamic target pressure setting data; and closed-loop energy-saving control is performed based on the dynamic target pressure setting data, so that the energy-saving effect of the hydraulic system is improved.
Owner:NINGBO CHUANGLI HYDRAULIC MACHINERY MFG CO LTD

Rolling schedule adaptive calculation method and system based on neural network

The invention discloses a rolling schedule self-adaptive calculation method and system based on a neural network, relates to the technical field of metallurgical industry automation and intelligent manufacturing, and solves the technical problem that self parameters are difficult to adjust and update by constructing a double neural network model according to newly generated incoming material data and an actual rolling schedule. Comprising the following steps: collecting incoming material data, performing logarithmic transformation on thickness data, introducing a thickness change rate as an input feature, then constructing a first neural network to predict the number of rolling passes, calculating a reduction rate and a tension parameter of each pass by a second neural network, and embedding a model into a production system to generate a rolling schedule in real time. And finally, new data and historical samples are integrated, a model is continuously optimized through data set construction, offline training and online learning, a Bayesian updating rule is introduced in an online learning stage, model parameters are dynamically adjusted in combination with the new data and historical knowledge, and self-adaptive optimization of the rolling schedule is achieved.
Owner:BEIJING YIKONG SOFTWARE TECH CO LTD

Cold rolling method of strip steel and 780Mpa grade cold rolled duplex steel

The present application discloses a cold rolling method for a steel strip and a 780Mpa grade cold-rolled dual-phase steel. The cold rolling method comprises providing a steel strip to be processed, pickling the steel strip to be processed; placing the pickled steel strip to be processed into a single-stand rolling mill, and rolling the steel strip to be processed back and forth in the single-stand rolling mill for n passes to prepare a 780Mpa grade cold-rolled dual-phase steel; wherein the reduction rate of each rolling pass is 6% to 25%, and the reduction rate of the i-th rolling pass is P i Less than the reduction rate P of the (i-1)th pass i‑1 , n and i are positive integers, 2≤i≤n. According to the cold rolling method of the embodiment of the present application, a 780 MPa grade cold-rolled dual-phase steel with a higher reduction rate and thinner thickness can be obtained by rolling.
Owner:HUNAN VALIN LIANYUAN IRON & STEEL CO LTD +1

Rolling method for starting rolling of non-oriented silicon steel raw plate with 3.5~5% silicon and aluminum content in UCMW continuous rolling mill

The present invention discloses a rolling method for starting rolling of raw plates of non-oriented silicon steel with a silicon-aluminum content of 3.5-5% by threading the strip on a UCMW continuous rolling mill. The present invention adopts a method of starting rolling by pressing down in succession, which is different from the traditional method of starting rolling by pressing down in succession on 5 stands at the same time. It reasonably sets the appropriate rolling process for stands 1 to 5#, which can effectively improve the starting success rate of raw plates of non-oriented silicon steel with a silicon-aluminum content of 3.5-5%, and quickly resume production after the strip breaks during rolling. By using the method of the present invention to start rolling by threading the raw plates, the difficulty of non-steady-state rolling of each stand can be greatly reduced, the fluctuation of the rolling force and tension of each stand can be reduced, and the strip breaks during rolling can be avoided, providing the prerequisite for the UCMW cold continuous rolling mill to mass-produce high-grade non-oriented silicon steel with a silicon-aluminum alloy content of 3.5-5%.
Owner:武汉钢铁有限公司

High-strength steel plate for high-efficiency and low-cost 1300MPa-grade low-temperature engineering structure and manufacturing method of high-strength steel plate

The invention discloses an efficient and low-cost high-strength steel plate for a 1300MPa-grade low-temperature engineering structure and a manufacturing method of the high-strength steel plate, and belongs to the technical field of low-carbon microalloyed steel production. Optimized steelmaking, heating, rolling, pre-straightening, relaxation, controlled cooling, hot straightening and tempering processes are adopted, an ultra-fast cooling and laminar cooling mode is adopted for controlled cooling, chemical components of the steel plate contain Ce, and finally the problems that the 1300MPa-level hot-rolled steel plate with the thickness of 10-50 mm produced through an online cooling process is low in toughness, high in yield ratio, low in flaw detection qualification rate and uneven in plate shape are solved.
Owner:ANGANG STEEL CO LTD

Manufacturing method of rolled copper foil for high-speed cable shielding and rolled copper foil

The invention relates to the technical field of high-speed cable shielding materials, and discloses a manufacturing method of rolled copper foil for high-speed cable shielding. The method comprises the following steps: preparing a copper plate; performing multi-pass cold rolling on the copper plate to form an elongated grain structure oriented along the rolling direction; performing controlled annealing on the cold-rolled copper foil to recover plasticity and inhibit complete recrystallization; the target thickness is obtained through finish rolling; carrying out finishing rolling on at least one surface of the copper foil by adopting a mirror surface working roller so as to reduce the surface roughness; and performing surface smoothing or passivating treatment to inhibit oxidation and performance degradation. Therefore, the obtained rolled copper foil has good ductility, structural stability and high-frequency performance.
Owner:HANGZHOU JULI INSULATION

Roller device and pole piece production equipment

The invention relates to the field of pole piece production, and discloses a roller device and pole piece production equipment.The roller device comprises a rack, two film forming assemblies, two composite rollers, at least one thinning roller and a second linear driving part, the rack comprises two fixing frames arranged at intervals, the two fixing frames define an installation space, each fixing frame is provided with a first installation groove, and the first installation groove is provided with a second installation groove; the film forming assembly is arranged at the corresponding end of the first mounting groove and comprises a driven frame, a first film forming roller and a second film forming roller are mounted on the driven frame, a first linear driving part is further mounted on the driven frame, the composite roller is movably arranged in the first mounting groove, and the thinning roller is located between the driven frame and the composite roller. And the second linear driving piece is fixedly mounted on the side wall of the end part of the first mounting groove. According to the film forming assembly, the first film forming roller and the second film forming roller are integrated through the independently-arranged driven frame, accurate pressure control is conducted on the second film forming roller through the first linear driving piece, and independent pressure adjustment of the film forming procedure is achieved.
Owner:QINGYAN NACO INTELLIGENT EQUIP TECH (SHENZHEN) CO LTD