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2781 results about "Cutting force" patented technology

Cutting force is a fundamental physics concept that describes the amount of force used in a specific amount of area. This "force per area" relationship is used to derive the amount of stress applied to an object that is being cut. When the stress overcomes the strength of the material it is being applied to,...

High-speed milling process parameter optimizing method based on dynamic model

The invention relates to a high-speed milling process parameter optimizing method based on a dynamic model. The optimizing method includes 1) inputting structure parameter and initial cutting condition of a spindle-cutter system; 2) building a dynamic model of the spindle-cutter system, calculating a frequency response function of the cutter nose position according to the model and determining cutting force coefficient; 3) building a high speed spindle-cutter dynamic characteristic and milling interaction process model to obtain the characteristic equation of a closed loop dynamic milling system; 4) calculating a high-speed milling machining shimmy stability leaf picture; 5) selecting lathe spindle rotating speed and cutting depth to achieve high-speed milling parameter optimization with the lower bound curve of the high-speed milling machining shimmy stability leaf picture as the constraint condition and with maximum material removing rate as the optimization target. The method considers centrifugal force and gyroscopic couple effect of the cutter-cutter system in the high-speed rotating state, approaches actual work condition, improves accuracy of stability prediction, and provides effective technology for optimization of high-speed milling process parameter optimization.
Owner:XI AN JIAOTONG UNIV

Industrial robot cutting and processing system applied to auxiliary assembly of airplane as well as method

The invention discloses an industrial robot cutting processing system and a method applied to aircraft auxiliary assembly, comprising a six-axis joint typed industrial robot, a robot controller, an operation panel, a high speed electric mainshaft, a tool clamping process device, a tool quick exchanger, a target installation flange and a laser tracker; high speed cutting technique is adopted; process methods and hole preparing process of boring, reaming by milling and final reaming are sequentially carried out so as to improve the diameter precision of the hole; meanwhile, the cutting force can be controlled by finishing the reaming hole; rough milling is carried out firstly, fine milling is subsequently carried out; furthermore, the cutting depth is not more than 0.15mm during the fine milling process, thus ensuring the planeness of the processing surface; the industrial robot cutting processing system can realize various cutting processes of the soft metal (such as aluminium alloy) as follows: boring, hole enlarging, reaming, dimpling, surface milling, cutting, etc. The invention integrates normal robot, high speed electric mainshaft, quick exchanger, etc., and can solve the cutting process problems of operations such as fine processing, skin cutting, and the like of radar cover installation hole in the field of aircraft assembly.
Owner:ZHEJIANG UNIV +1

Tool wear condition prediction method of numerical control machine tool based on parallel deep neural network

The invention discloses a tool wear condition prediction method of a numerical control machine tool based on a parallel deep neural network. A dynamometer, an acceleration sensor and an acoustic sensor are installed on a workbench and a fixture of the numerical control machine tool; a milling experiment is conducted, the cutting force and vibration and acoustic signals of a milling process are collected so as to obtain multisensor data, and the wear capacity of a tool is collected; pretreatment is performed so as to obtain training data and to-be-tested data; a parallel deep neural network model is established; the treated training data and the label of the wear capacity of the tool are input into an offline training model in the parallel deep neural network model; and the to-be-tested multisensor data are introduced into the trained model so as to predict the wear capacity of the tool in real time and on line. According to the method, the implied characteristics during tool processingof the numerical control machine tool are fully mined, and the wear capacity of the tool can be predicted in real time. The method has the advantage of wide applicability and can be widely applied tovarious numerical control machine tools.
Owner:ZHEJIANG UNIV

Five-axis side milling machining process parameter design method

InactiveCN102129232AAccurate transient cutting thicknessImprove accuracyNumerical controlNumerical controlAnalytical expressions
The invention discloses a five-axis side milling machining process parameter design method, belongs to the technology of numerical control (NC) machining, and solves the problem that real machining conditions cannot be reflected in cutting force calculation in the conventional process parameter design method. The method comprises the following steps of: tool path planning, cutting force calculation and process parameter optimization; in the tool path planning step, an NC code is generated by using computer-aided manufacturing (CAM) software; in the cutting force calculation step, first, a continuous tool path is generated from the NC code; then, a cutting thickness is obtained; and finally, the cutting force is calculated according to the cutting thickness; and in the process parameter optimization step, whether the calculated cutting force is not greater than a design threshold is judged; if the calculated cutting force is not greater than the design threshold, the NC code, the cutting depth and a feed rate are taken as input parameters; and otherwise, an NC code is regenerated. In the method, the real machining conditions are reflected by utilizing a tool enveloping surface analytical expression and the obtained transient cutting thickness is more accurate, so that the accuracy of the calculation of the cutting thickness and the cutting force is improved, and reliable assurance is provided for precisely and efficiently machining a spatial curved surface.
Owner:HUAZHONG UNIV OF SCI & TECH

Method for predicting axial direction cutting force of supersonic vibration auxiliary grinding for fragile materials

InactiveCN103753357AComply with removal volumeIn line with the actual processing conditionsGrinding feed controlOctahedronKinematics
The invention provides a method for predicting the axial direction cutting force of supersonic vibration auxiliary grinding for fragile materials. The method includes the steps that the kinematics characteristics and the indentation characteristics of a single abrasive grain are analyzed under the supersonic vibration auxiliary action, the effective cutting time of the single abrasive grain, the relation of the average cutting force and the maximum impact force of the single abrasive grain, the material removal size and the number of effective abrasive grains participating in machining within a vibration period are determined, the relation of axial direction cutting force and cutter parameters, workpiece material performance parameters, cutting parameters and vibration parameters is established ultimately, the number of the effective abrasive grains participating in machining and the plastic deformation removal of materials are comprehensively considered, a octahedron material removal size calculation method is put forward, a predicator formula of the axial direction cutting force Fa is established, the formula is more close to the real machining condition, and therefore the precision for predicting the axial direction cutting force of supersonic vibration auxiliary grinding for fragile materials is improved.
Owner:NANJING UNIV OF SCI & TECH

Cutter abrasion online monitoring method based on wavelet packet analysis and radial basis function (RBF) neural network

ActiveCN108356606AAchieve the effect of online monitoringIncrease costMeasurement/indication equipmentsHidden layerTangential force
The invention relates to a cutter abrasion online monitoring method based on wavelet packet analysis and a radial basis function (RBF) neural network. The method comprises the steps that shear force coefficients and cutting edge force coefficients of tangential force and radial force in different cutter abrasion states are calibrated by means of an instantaneous cutting force coefficient recognition method; and by analyzing the correlation between cutting force coefficients and cutter abrasion, the coefficients are taken as cutter abrasion characteristic parameters and input into a RBF neutralnetwork model after being subjected to normalization processing. An input layer of a RBF neutral network monitoring model training process comprises cutting force characteristics, cutting vibration characteristics, the shear force coefficients and the cutting edge force coefficients after being subjected to normalization processing; and an output layer comprises the cutter rear cutter surface abrasion capacity after being subjected to normalization processing; a hidden layer comprises neurons obtained through radial basis function iterative optimization; and it is verified that the RBF neuralnetwork monitoring model has the advantages of high response speed and high recognition precision through cutter abrasion monitoring experiments.
Owner:NORTHWESTERN POLYTECHNICAL UNIV

Device for measuring cutting force and cutting temperature of cutter holder type rotary milling blade

The invention relates to a measuring device for monitoring cutting force and cutting temperature of various blades for rotary milling processing in a synchronous real-time online manner, which is formed by a three-directional piezoelectric force sensor, a film temperature sensitive element and a slip ring, belonging to the technical field of cutting. According to the invention, a simple and compact cutter holder type structure is adopted; the three-directional piezoelectric force sensor fastened between a cutter seat and a cutter holder by threads is used for measuring the cutting force; the film temperature sensitive element bonded near a cutter tip of a cutting area of a blade is used for measuring the cutting temperature; and a multi-channel through hole type slip ring is used as an electrical interface between a sensing device and a data collecting device. The measuring device has the characteristics of compact structure, excellent dynamic performance, high measuring accuracy, synchronous online measurement of the cutting temperature and the cutting force, easiness in preparation, installation and adjustment and low manufacturing cost, is suitable for synchronous online measurement of transient cutting force and cutting temperature of each cutter on a rotary milling cutter disc, and can also be used for synchronous measurement of the transient cutting force and the cutting temperature in a turning process.
Owner:NANJING UNIV OF SCI & TECH
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