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163 results about "AxSTREAM" patented technology

AxSTREAM is a software suite designed by SoftInWay Inc. for the conceptual design of turbines and compressors and also thermodynamic calculations of existing turbomachinery on-design and off-design operation. The application area of the AxSTREAM software suite covers the design and redesign of turbomachinery, and educational fields.

Aerodynamic design method of high-performance ship gas turbine compressor

The invention discloses an aerodynamic design method of a high-performance ship gas turbine compressor, aiming to solve the problems of complex pneumatic design operation and small application range of a ship gas turbine compressor based on ship power in China in the prior art. The aerodynamic design method of the high-performance ship gas turbine compressor comprises the steps: according to design requirements and targets and the overall design requirements of the compressor, conducting one-dimensional inverse problem design of a multi-stage axial flow compressor, and on the basis of a one-dimensional design scheme, performing S2 through-flow inverse problem design; comparing and analyzing three-dimensional matching characteristics of the gas compressor by adopting a multi-stage gas compressor three-dimensional numerical simulation method, carrying out three-dimensional numerical simulation, and comparing and analyzing the three-dimensional numerical simulation with one-dimensional and S2 calculation results; and returning the obtained data to the S2 through-flow inverse problem design, and repeatedly iterating to complete the S2 through-flow inverse problem design and the blade modeling design. The aerodynamic design method can be applied to all fields of gas turbines, including military, energy, electric power, traffic, environmental protection and the like.
Owner:中国船舶重工集团公司第七0三研究所

Axial flow compressor stall surge prediction method based on deep learning

ActiveCN112001128AImprove the performance of active controlImprove forecast accuracyGeometric CADSustainable transportationAviationData set
The invention discloses an axial flow compressor stall surge prediction method based on deep learning, and belongs to the technical field of aero-engine modeling and simulation. The method comprises the steps of: firstly, preprocessing aircraft engine surge data, and dividing a test data set and a training data set from experimental data; secondly, sequentially constructing an LR branch network module, a WaveNet branch network module and an LR-WaveNet prediction model; and finally, performing real-time prediction on the test data: firstly, preprocessing the test set data in the same way, and adjusting the data dimension according to the input requirement of the LR-WaveNet prediction model; according to the time sequence, adopting an LR-WaveNet prediction model to give the surge predictionprobability of each sample; and adopting an LR-WaveNet prediction model to give the surge probability of data with noise points along with time, and testing the anti-interference performance of the model. According to the method, the time domain statistical characteristics and the change trend are integrated, the prediction precision is improved, and certain anti-interference performance is achieved; and the active control performance of the engine can be improved, and certain universality is achieved.
Owner:DALIAN UNIV OF TECH

Axial flow compressor stall surge prediction method based on deep learning

InactiveCN111737910AImprove the performance of active controlImprove forecast accuracyGeometric CADSustainable transportationAviationData set
The invention discloses an axial flow compressor stall surge prediction method based on deep learning, and belongs to the technical field of aero-engine modeling and simulation. The method comprises:firstly, preprocessing aircraft engine surge data, and dividing a test data set and a training data set from experimental data; secondly, sequentially constructing an LR branch network module, a WaveNet branch network module and an LR-WaveNet prediction model; and finally, performing real-time prediction on the test data: firstly, preprocessing the test set data in the same way, and adjusting thedata dimension according to the input requirement of the LR-WaveNet prediction model; according to the time sequence, by adopting an LR-WaveNet prediction model, giving the surge prediction probability of each sample; and by adopting an LR-WaveNet prediction mode, giving the surge probability of data with noise points along with time, and testng the anti-interference performance of the model. According to the method, the time domain statistical characteristics and the change trend are integrated, the prediction precision is improved, and certain anti-interference performance is achieved; and the active control performance of the engine can be improved, and certain universality is achieved.
Owner:DALIAN UNIV OF TECH

Combined surge eliminating method and multistage axial flow compressor experiment platform

ActiveCN111927819AIncrease job securitySolve technical problems that are difficult to effectively relieve asthma at one timePump controlNon-positive displacement fluid enginesEngineeringAir compressor
The invention relates to a combined surge eliminating method. The method comprises the steps that a first combined surge eliminating scheme and a second combined surge eliminating scheme are set according to the working condition of a gas compressor; when the rotating speed of the gas compressor is lower than the set rotating speed, the first combined surge eliminating scheme is executed until surge is eliminated; when the rotating speed of the air compressor is higher than the set rotating speed, the first combined surge eliminating scheme is executed firstly, the first combined surge eliminating scheme is stopped when surge is eliminated, and the second combined surge eliminating scheme is executed until surge is eliminated while the first combined surge eliminating scheme is kept to beexecuted when surge is not eliminated; and the first combined surge eliminating scheme comprises opening an exhaust throttle valve and an inter-stage air entraining control valve, and the second combined surge eliminating scheme comprises reducing the rotating speed of the air compressor and adjusting the angle of an adjustable blade. The technical problem that when the surge strength is large, surge is difficult to effectively eliminate at a time can be solved, the timeliness and effectiveness of surge eliminating can be ensured through different surge eliminating modes aiming at low-rotating-speed surge and high-rotating-speed surge in the air compressor, and the working safety of the air compressor is effectively improved.
Owner:AECC SHANGHAI COMML AIRCRAFT ENGINE MFG CO LTD +1

Adaptive attack angle method of axial flow air compressor

The invention provides an adaptive attack angle method of an axial flow air compressor. The method comprises the following steps: by building a calculation formula, obtaining a relation between a rotor pitch diameter air feeding attack angle and an adjustable guide vane geometric outlet angle; then determining an adjustable value or an adjustable range of the adjustable guide vane geometric outlet angle based on the relation between the rotor pitch diameter air feeding attack angle and the adjustable guide vane geometric outlet angle according to acquired temperatures, total pressures and static pressures of all positions on the section of an adjustable guide vane inlet and a pre-determined a target value or a target range of the rotor pitch diameter air feeding attack angle; and adjusting a rotating angle of an adjustable guide vane according to the obtained adjustable value or adjustable range of the adjustable guide vane geometric outlet angle, thus realizing an adaptive attack angle of the axial flow air compressor and enabling the attack angle of a rotor of the axial flow air compressor to be maintained in a proper range. Therefore, the axial flow air compressor can keep a good working state within a wide working range, and the workload and the working difficulty of an operator can be reduced.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Multi-dimensional collaborative design method for multi-stage axial flow compressor of ship gas turbine

The invention aims to provide a multi-dimensional collaborative design method for a multistage axial flow compressor of a ship gas turbine, and the method comprises the following steps: repeatedly iterating links such as one-dimensional design and analysis, two-dimensional design, quasi-three-dimensional design, blade modeling design, quasi-three-dimensional analysis, full-three-dimensional analysis, collaborative design and the like; and obtaining the aerodynamic design scheme of the multistage axial flow compressor of the ship gas turbine meeting the design index requirements. The method hasthe characteristic of cross-dimension design, design parameters of different dimensions can be interactively used, only three-dimensional CFD calculation with few times is needed to initialize the loss model, and after the initialization work of the loss model is completed, the loss and performance parameter information of the compressor can be obtained in a quasi-three-dimensional design stage without three-dimensional CFD calculation, so that the design efficiency of the compressor is improved. Therefore, a high-quality compressor aerodynamic design scheme can be quickly completed, a largeamount of calculation time is saved, the design period is effectively shortened, and the method is very suitable for engineering design application.
Owner:中国船舶重工集团公司第七0三研究所

Blade, modeling method and manufacturing method thereof and air compressor

The invention discloses a blade, a modeling method and manufacturing method thereof and an air compressor. The modeling method comprises the steps that a flowing channel is sequentially divided into an inlet semi-vaneless area, a channel expansion area and an outlet semi-vaneless area in the gas flowing direction; front edge side end points of a suction surface molded line and a pressure surface molded line of the flowing channel are determined; blade molded lines forming the boundaries of the inlet semi-vaneless area, the channel expansion area and the outlet semi-vaneless area are sequentially determined, and the channel expansion angle of the whole flowing channel is regulated and controlled; on the basis of the determined molded lines, modeling of the primitive-level blade profiles is completed, and then the primitive-level blade profiles are stacked to form the three-dimensional blade. The modeling method has the advantage that the diffusion degree of an expansion channel is controllable, the quality of flowing airflow in the expansion channel of the axial flow air compressor blade is improved helpfully, pneumatic matching between blade rows is improved, and the efficiency of the axial flow air compressor is improved; and the modeling method has good applicability to radial/axial diffuser blades of a centrifugal air compressor and high-low pressure stage rotor/stator blades of a turbine.
Owner:CENT SOUTH UNIV

Grade characteristic matching method for multi-stage axial flow gas compressor

ActiveCN114444331AFast feature matchingFast feature matching analysisDrawing from basic elementsPump componentsEngineeringMechanics
The invention belongs to the field of compressor performance simulation, and relates to a stage characteristic matching method of a multi-stage axial flow compressor, which comprises the following steps: selecting one-dimensional calculation parameters of stage characteristics; obtaining a stage characteristic one-dimensional calculation parameter value in the inlet direction and the middle diameter position of each stage of rotor blade of the multistage axial flow compressor; defining the stage characteristic one-dimensional calculation parameter value of the first stage of the multi-stage axial flow compressor as an inlet condition, and defining the stage characteristic one-dimensional calculation parameter values of other stages except the first stage as inlet boundary conditions; single-stage characteristic values of other stages except the first stage are calculated, and the single-stage characteristic value of the first stage and the joint calculation stage characteristic value of the multi-stage axial flow compressor are calculated; drawing a stage characteristic analysis curve of each stage of the multi-stage axial flow compressor by using the joint calculation stage characteristic value and the single-stage characteristic value; and inter-stage parameter matching of the multi-stage axial flow compressor is judged. According to the stage characteristic matching method designed by the invention, stage characteristic matching in the design scheme of the multi-stage axial flow compressor can be quickly analyzed, and the method plays an important role in judging the matching performance of the inter-stage parameters of the compressor.
Owner:AECC SICHUAN GAS TURBINE RES INST

Method for predicting characteristics of gas compressor according to design indexes

The invention relates to a method for predicting characteristics of a gas compressor according to design indexes, and belongs to the field of gas compressor characteristic prediction. The method comprises prediction of characteristic parameters of peak efficiency points of all the isotactic speed lines and prediction of continuation of all the isotactic speed lines towards a near surge area and a near blockage area. Data input in the prediction process is only compressor design indexes (design point pressure ratio and efficiency), and compressor blade profile data are not needed. According to the design point pressure ratio, three coefficients are constructed, firstly, the peak efficiency point characteristics of each isorotation speed line are predicted, and then characteristic lines are expanded to a surge boundary and a blockage boundary respectively. The formulas and parameters used in the method are derived from mining of historical gas compressor characteristic data. The prediction method provided by the invention can be used for predicting the performance of an axial flow compressor and a centrifugal compressor, is particularly suitable for predicting the performance of the compressor when no blade profile data exists in the initial stage of the overall design of a gas turbine and an aero-engine, and is simple and convenient in calculation and relatively high in precision.
Owner:NORTHWESTERN POLYTECHNICAL UNIV +1

Method for predicting dynamic stall process of aviation axial flow compressor under complex air inlet distortion

ActiveCN112943668AEffectively reflect the characteristics of aerodynamic instabilityPump controlNon-positive displacement fluid enginesAviationInlet distortion
The invention discloses a method for predicting dynamic stall process of an aviation axial flow compressor under complex air inlet distortion. The method comprises the steps that a blade wall fixing effect is described through a distributed force source, and a dynamic relation between a local blade element runner force source and an airflow parameter is effectively constructed based on a loss coefficient and a backward angle concept. The method has the capability of quantitatively describing the dynamic stall evolution process of the multi-stage axial flow compressor under complex air inlet distortion. Compared with a traditional two-dimensional calculation method and a high-order three-dimensional CFD calculation method, the method has the advantages that the calculation efficiency can be considered, and meanwhile, the aerodynamic instability characteristics of the aviation axial flow compressor under complex air inlet distortion disturbance including rotational flow and radial/circumferential space combination distortion characteristics are effectively reflected, and a technical support is provided for high-fidelity aerodynamic stability design of an advanced aero-engine.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Multistage axial flow compressor aerodynamic design method based on key dimensionless load control parameters

The invention aims to provide a multistage axial flow compressor aerodynamic design method based on key dimensionless load control parameters, which comprises the following steps of: repeatedly iterating links such as one-dimensional inverse problem design and characteristic analysis, S2 inverse problem design, blade modeling design, three-dimensional CFD analysis and the like; and obtaining a multi-stage axial flow compressor aerodynamic design scheme meeting design index requirements. Customized design of the internal load of the multi-stage axial flow compressor is achieved through three dimensionless parameters including the flow coefficient, the load coefficient and the reactivity, and the problem of space load matching between design points and low working conditions in pneumatic design of the multi-stage axial flow compressor is effectively solved; and the pneumatic design of the multistage axial flow compressor achieves the parameterization and refinement degree, the design precision is improved, and the design period is shortened. Meanwhile, the method is not limited to a multi-stage axial flow compressor of a gas turbine, but also suitable for the pneumatic design process of various industrial axial flow compressors and aero-engine axial flow compressors/fans.
Owner:中国船舶重工集团公司第七0三研究所

Framework forming axial flow turbine blade design method

The invention belongs to the technical field of turbomachinery, and discloses a framework forming axial flow turbine blade design method, which decomposes blade design into a mean camber line design, a thickness distribution design and a stacking line design. According to the mean camber line design, two control parameters are set on a mean camber line to represent the mean camber line, and according to the thickness distribution design, two control parameters are set on thickness distribution to represent thickness distribution and used for adjusting the blade profile. The stacking line design is that the stacking line is expressed in a parameter form and is used for controlling the radial curvature of the blade to generate a straight blade and a bent and twisted blade; the characteristic section formed by the mean camber line and the thickness distribution is arranged according to a bending and twisting line formed by the radial installation angle and the stacking line, and the adjustable three-dimensional blade is generated. Through eight control parameters, an efficient bending and twisting combined axial flow turbine can be quickly generated through parametric modeling. The invention is wide in applicability, can be expanded to other turbomachinery, and has a great application prospect.
Owner:JINCHENG NANJING ELECTROMECHANICAL HYDRAULIC PRESSURE ENG RES CENT AVIATION IND OF CHINA

Method for designing spoiler type processing casing of return cavity of gas compressor of ship gas turbine

ActiveCN112685929AImprove the surge margin indexFast and effective wayDesign optimisation/simulationIndustrial gasMarine engineering
The invention aims to provide a method for designing a spoiler type processing casing of a return cavity of a gas compressor of a ship gas turbine, which comprises the following steps of: selecting a typical working condition according to a pneumatic design result of the gas compressor, and determining an axial characteristic position of the spoiler type processing casing of the return cavity; extracting an inlet absolute airflow angle and an inlet relative airflow angle at the blade top of the movable blade at the feature position so as to determine an air inlet radial angle and an air outlet radial angle of the spoiler; selecting three influence factors including the outer diameter of the spoiler, the length of the spoiler and the number of the spoilers to design a structural scheme; respectively carrying out numerical calculation on different structural design schemes to determine an optimal scheme; and performing performance analysis on the optimal scheme under the design working condition, and judging whether the design point performance of the scheme reaches the standard or not. The method is not only limited to a ship gas turbine axial flow compressor, but also suitable for various industrial gas turbine axial flow compressors with processing casings and aero-engine axial flow compressors.
Owner:中国船舶重工集团公司第七0三研究所

Design method of grooved annular treatment casing of ship gas turbine compressor

ActiveCN112685829AImprove the surge margin indexFast and effective wayGeometric CADDesign optimisation/simulationIndustrial gasControl theory
The invention aims to provide a method for designing a grooved ring type processing casing of a ship gas turbine compressor, which comprises the following steps of: selecting a typical working condition, and obtaining an axial characteristic position of the grooved ring type processing casing by analyzing pneumatic parameter distribution of a flow field close to a surge point under the typical working condition; extracting an inlet absolute airflow angle and an inlet relative airflow angle at the top of the moving blade at the axial characteristic position close to the surge point under a typical working condition so as to determine a slotting angle of the grooved ring; determining the lengths of the chamber 1 and the chamber 2 of the grooved ring processing casing; selecting three influence factors including the slotting radius, the slotting length and the slotting number of the slotted ring to design a structural scheme; performing numerical calculation on different structural design schemes to determine an optimal scheme; and performing performance analysis on the optimal scheme under the design working condition. The method is not only limited to a ship gas turbine axial flow compressor, but also suitable for the processing casing design process of various industrial gas turbine axial flow compressors with processing casings and aero-engine axial flow compressors.
Owner:中国船舶重工集团公司第七0三研究所

Method for designing low-working-condition rotatable guide vane corner rule of axial flow compressor of ship gas turbine

The invention aims to provide a method for designing a low-working-condition rotatable guide vane corner rule of an axial flow compressor of a ship gas turbine, which comprises the following steps: extracting pneumatic parameters at the characteristic section positions of movable vanes in the adjacent rows of rotatable guide vanes of each column of the compressor, decompressing the low-working-condition reduced rotation speed and the design point reduced rotation speed of the compressor, and calculating the circumferential speed of the movable vanes; setting a reduced flow value, and calculating the axial speed of an inlet of each column of moving vanes; and giving an expected inlet attack angle of the next-stage moving vane, obtaining an inlet relative airflow angle of the next-stage moving vane after each column of rotatable guide vanes rotate, solving a rotating angle of each column of rotatable guide vanes, and obtaining a rotating angle rule of the rotatable guide vanes of the gascompressor at different folding rotating speeds. By means of the invention, the ideal multi-column rotatable guide vane combined regulation and control corner rule can be rapidly obtained, resource and time consumption in the design process is effectively reduced, the workload of designers is reduced, the surge margin index of the air compressor under the low working condition can be effectivelyimproved, and the invention is very suitable for engineering design application.
Owner:NO 703 RES INST OF CHINA SHIPBUILDING IND CORP

S2 flow field diagnosis method based on inter-stage measurement parameters of axial flow compressor

The invention discloses an S2 flow field diagnosis method based on inter-stage measurement parameters of an axial flow compressor. The S2 flow field diagnosis method specifically comprises the steps of 1, establishing a corresponding S2 flow field calculation streamline curvature control equation according to the inter-stage measurement parameters of the multi-stage axial flow compressor; 2, according to the fact that the possible total temperature rise of the multi-stage compressor is high, considering the influence of inter-stage measurement parameters by adopting a variable specific heat working medium; 3, obtaining stator lag angle and entropy distribution parameters in the flow field according to a thermodynamic relationship and a stator model; 4, performing flow field calculation toobtain an axial flow compressor S2 flow field inversion result according to the inter-stage measurement parameters; and 5, performing analysis and diagnosis according to calculation results such as flow field parameters and performance parameters obtained by inversion. According to the method, the variable specific heat working medium is adopted, and the accuracy is higher when the conditions thatthe stage number of the compressor is large and the temperature rise is large are treated; and the assumption that the static pressure of measuring points at different heights is equal to the wall surface static pressure in the multi-stage compressor test is broken through, the flow field result automatically meets the radial balance equation, the S2 flow field diagnosis precision is higher, andthe compressor design cycle is reduced.
Owner:BEIHANG UNIV

Axial flow compressor S2 inverse problem design method based on dimensionless load control parameters

ActiveCN112699503ASolve the design problem of spatial load extension matchingImprove aerodynamic performanceGeometric CADDesign optimisation/simulationDegree of reactionMechanics
The invention aims to provide an axial flow compressor S2 inverse problem design method based on dimensionless load control parameters. An S2 aerodynamic design scheme of an axial flow compressor is obtained through spanwise distortion rule design, spanwise loss design and typical S2 flow surface streamline curvature method solving. Customized design of prewhirling of all stages of moving blade inlets of the axial flow compressor is conducted through two key dimensionless parameters including the load coefficient and the reaction degree, active control over the space load of the compressor in the S2 design stage is achieved, and the S2 inverse problem through-flow design of the axial flow compressor reaches the parameterization and refinement degree; the pneumatic design precision of the axial flow compressor is effectively improved, the pneumatic performance is improved, and the method is very suitable for engineering design application. Meanwhile, the invention is not limited to a gas turbine axial flow compressor, but also suitable for the pneumatic design process of various industrial axial flow compressors and aero-engine axial flow compressors / fans.
Owner:中国船舶重工集团公司第七0三研究所
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