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416 results about "Service life cycle" patented technology

The life cycle of a service is composed of the states and state transitions through which the service passes from its initial state to its final state. By default, all BRM service types use the default service life cycle, which has the following statuses: Active: The customer can perform normal service activity.

Manufacturing cloud system for supporting on-demand use and dynamic collaboration of manufacturing resources and manufacturing capacities

The invention provides a manufacturing cloud system for supporting on-demand use and dynamic collaboration of manufacturing resources and manufacturing capacities, which is used for solving the problems that the use ratio of resources is low, the sharing of the manufacturing capacities is insufficient, effective business operation management measures are short and the like in the process of manufacturing enterprise informatization in China. Aiming at the characteristics of the manufacturing resources and the actual demands of an enterprise for a cloud manufacturing service platform, and according to the lifeline of a cloud service life cycle, the manufacturing resources and the manufacturing capacity in the manufacturing cloud system are designed and stated in five system modules namely intellisense, virtual access, virtual resource servicesation, deployment of cloud services, and integrated management of the cloud services, thus meeting the demand of the on-demand use and the dynamic collaboration of the manufacturing resources and the manufacturing capacities. The manufacturing cloud system has the advantages that the intellisense, the servicesation of the manufacturing capacities and service life cycle demands which are accessed to the manufacturing resources are supported, the intelligence is supported, the services are shared on demand, the system structure is flexible, the levels are distinct, and the expandability is strong.
Owner:BEIHANG UNIV

Serial and parallel switching and charging method and charging device for lithium dynamic battery unit

The invention discloses an Li traction battery series parallel change-over charging method and a charging device. The charging device comprises a power main loop comprising a rectifier circuit, a DC filtering capacitor, a pre-charging circuit, a voltage sensor, a switch bridge circuit, a charging current sensor and a series parallel change-over switch, a control circuit board comprising a parallel branch signal unit, a switch signal drive control unit, a coil signal circuit, a voltage current signal circuit, a control processor and a signal display unit, a serial charging circuit comprising a filter inductor, a filter capacitor and an output voltage sensor, and a parallel charging circuit comprising a primary coil, a feedback coil, an iron core, a plurality of secondary coils of a multi-winding transformer and a plurality of series parallel charging unit. The pre-charging, serial charging and parallel charging are carried out by the charging method according to a set pre-charging voltage value and an end voltage value. The method and the device provided by the invention reduce the cost and volume of charging devices, maintain the balance of charging capacity of every Li traction battery electrical core, ensure adequate protection and best working status for each battery unit and improve safety and service life cycle of Li traction battery.
Owner:刘云海 +2

Method and system for predicting remaining service lives of different lithium ion batteries of same type

The invention relates to a method and a system for predicting remaining service lives of different lithium ion batteries of the same type. The method comprises the following steps of 1) extracting health factors capable of reflecting the performance degradation of lithium ion batteries; 2) establishing a health factor prediction model, wherein the health factor prediction model is a relation modelof battery health factor service life early stage and service life later stage and constructed by utilizing a neural network; 3) constructing a battery capacity prediction model, wherein the batterycapacity prediction model is a relation model of the heath factors and the battery actual capacity and constructed by utilizing a neural network; and 4) taking the service life early stage health factors of different batteries of the same type to be predicted as input, obtaining a battery service life later stage battery capacity prediction value based on the health factor prediction model and thebattery capacity prediction model, and then working out the remaining service life value of each battery at the current moment. The method has the advantages that the accuracy and the adaptability are relatively high in the prediction of RUL of different batteries of the same type.
Owner:ZHONGBEI UNIV

Method for prolonging service life of solid-state disk

The invention discloses a method for prolonging the service life of a solid-state disk, which comprises the following steps of: (1) adding a write request into a write request queue in a buffer area of a solid-state disk; (2) selecting a data page in the write request as a sampling page; (3) calculating the fingerprint of the sampling page and also comparing with fingerprints in a fingerprint library so as to carry out matching; (4) if no matching fingerprint is found, writing the rest data pages in the sampling page and the request into a flash memory of the solid-state disk directly; and (5) if a matching fingerprint exists, carrying out fingerprint calculation on each of the rest pages respectively and also comparing with the fingerprints in the fingerprint library respectively so as to carry out matching: updating a corresponding mapping table directly for the data page in which the matching fingerprint is found and writing the data page in which the matching fingerprint is found into the solid-state disk. According to the method for prolonging the service life of the solid-state disk, the actual physical occupation of data in the solid-state disk on the flash memory is reduced, the redundant space of a system is indirectly increased, and the frequency of the garbage recovering operation of the system is reduced, so that the service life of the solid-state disk is enhanced.
Owner:HUAZHONG UNIV OF SCI & TECH

Method for prolonging service life of nonvolatile storage with reconfigurable file system directory tree

The invention belongs to the field of file systems and relates to a method for prolonging service life of nonvolatile storage with a reconfigurable file system directory tree. The method is characterized in that a memory virtual directory tree is included, update of metadata of the file system directory tree is recorded into a memory without being written back to a persistent directory tree, and a tree structure of the file system directory tree is provided by means of an embedded link method, namely, a manner of embedding index link information in indexed pages; the content of the file system directory tree provided by a persistent metadata log type written-in method is upgraded, namely a manner of compressing a plurality of metadata pages and writing in the compressed pages in the form of logs; after failure recovery, the file system directory tree is rapidly constructed. According to the method for prolonging service life of nonvolatile storage with the reconfigurable file system directory tree, the influence of metadata written-back operation on performances and service life of a storage system can be effectively relieved, and high-speed access to the metadata of the file system directory tree and fast reconstruction after failure recovery are provided.
Owner:TSINGHUA UNIV

Surfacing electrode for repairing hot forged mould

The invention discloses a surfacing electrode for repairing a hot forged mould, which uses a low-carbon steel H08A core wire conforming to the GB / T3429 requirement. The solid component quality content of coating is as follows: 30-40% of marble, 12-20% of fluorite, 1.5-3% of zircon sand, 0-2% of soda ash, 2-5% of silicon epitaxy material, 1-3% of titanium white, 0-3% of flogopite, 1-2% of rare earth fluoride, 3-7% of manganese metal, 2-5% of ferrosilicon, 4-6% of ferrotitanium, 4-8% of chromium metal, 4-8% of ferromolybdenum, 6-12% of metallic nickel and 1-2% of aluminium magnesium alloy. The invention has favorable welding rod performance, smooth welding rod surface, high yield and stable eccentricity; electric arc is easy to ignite and is stable to burn; coating is even to melt, a welding line is attractive in shape, and slag is easy to clean; and a deposition metal weld metal buildup has moderate welding state hardness which reaches the requirements of the hot forged mould, thus improving the service life cycle of the hot forged mould.
Owner:LUOYANG SHUANGRUI SPECIAL ALLOY MATERIALS

Preparation method of nickel-cobalt-manganese ternary anode material

The invention discloses a preparation method of a nickel-cobalt-manganese ternary anode material. The method comprises the following preparation steps: step A, screening a lithium source to obtain granules, and controlling the granularity D50 to be 3-8 mum for later use; step B, sequentially performing liquid phase mixing, wet ball milling and drying treatment on the lithium source granules obtained in step A, a ternary precursor LiNi0.6Co0.2Mn0.2(OH)3 and an additive to obtain mixed powder; step C, roasting the mixed powder obtained in step B for 5-15 h at the temperature of 500-850 DEG C; step D, mixing the primary roasted material obtained in step C with a coating agent, and performing ball milling to obtain a mixed material; and step E, performing secondary roasting on the mixed material obtained in step D for 10-20 h at the temperature of 750-950 DEG C to obtain the nickel-cobalt-manganese ternary anode material. The nickel-cobalt-manganese ternary anode material prepared by improving the raw material selection of the additive and the coating agent, introducing appropriate oxygen and adopting a two-roasting process has relatively high capacitance and first charge rate and long service life cycle.
Owner:四川新锂想能源科技有限责任公司

Hybrid vehicle energy managing method and system considering service life of battery

The invention relates to a hybrid vehicle energy managing method considering the service life of a battery. The method includes the following steps of firstly, collecting current vehicle running state data and battery running state data; secondly, establishing a vehicle model, and predicting the vehicle running state and the battery running state within a period of time in the future according to the vehicle model; thirdly, calculating the sum of battery capacity attenuation cost and the sum of oil consumption cost within a period of time in the future; fourthly, establishing a multi-target control model, and obtaining the optimal control amount meeting the optimization target through a multi-target coordination control algorithm, wherein the multi-target control model comprises a target function J* and a constraint condition C; fifthly, forming a control signal according to the optimal control amount, and controlling the running state of a vehicle. Compared with the prior art, the method has the advantages of being good in control effect, capable of effectively prolonging the service life of the battery, reducing the total use cost of the vehicle, and the like.
Owner:TONGJI UNIV

Battery charger combining charging time and service life of battery

The invention relates to a battery charger combining charging time and the service life of a battery. The battery charger comprises a master controller, a charging control circuit, a voltage acquisition module, a current acquisition module, a temperature detection module, a protective circuit module, a working state indication module, a display module and a power conversion module, wherein the master controller is connected with the charging control circuit, the voltage acquisition module, the current acquisition module, the temperature detection module, the protective circuit module, the working state indication module and the display module respectively; and the charging control circuit, the voltage acquisition module, the current acquisition module and the temperature detection module are connected with the battery to be charged respectively. The battery charger further comprises a human-computer interaction module connected with the master controller. Compared with the prior art, the battery charger has the advantages of enabling a user to self-define the charging time and realizing reduction in the ageing of the battery by regulating a charging rate under the condition of relatively longer charging time, prolonging the service life of the battery, and the like.
Owner:SHANGHAI UNIV OF ENG SCI

Lithium ion battery service life prediction method

The invention relates to a lithium ion battery, and further relates to a lithium ion battery service life prediction method. The method comprises the following steps of collecting the running data ofthe in-service or retired battery of the same model, and establishing a database which comprises the battery operating temperature, the battery discharge rate, the battery internal resistance and thetotal service life parameter; establishing a battery service life prediction linear regression function model: h (x) = h theta (x) = theta 0+theta 1*1+theta 2*2 + theta 3*3, and the operating temperature, the discharge rate, the internal resistance of the battery in a specified model are substituted into the regression model, and the total service life of the battery is obtained. The operating temperature, the discharge rate and the internal resistance of the battery are key factors affecting the service life of the battery, and the operating temperature, and by introducing the discharge rateand the internal resistance of the battery to be used as the influence parameters of the battery service life, the modeling prediction is effective.
Owner:TAIYUAN UNIV OF TECH

A risk-based equipment integrity management system for oil refining enterprises

The invention relates to a risk-based equipment integrity management system for oil refining enterprises. The system comprises an ERP system PM module or EM system database server, an enterprise real-time database server, a Lims system database server, a corrosion management system database server, a mobile device state monitoring system database server, an overhaul and maintenance management system database server, a knowledge base server, a management system central database server, a Web server, an area network and a client. According to the system, an equipment integrity management database is established; the whole process of the device service life cycle is managed by using technical management software and through a standard management and technological improvement method; and closed-loop management of equipment risk is realized, and thus equipment integrity management is realized.
Owner:CHINA PETROLEUM & CHEM CORP +1

System for testing service life of electromagnetic relay coil and service life evaluation method

The invention discloses a system for testing the service life of an electromagnetic relay coil and a service life evaluation method. By matched control of a voltage-stabilizing power supply, a timing switch and an alternation aging box, a plurality of groups of relays are respectively subjected to accelerated aging test and measured by a thermocouple temperature sensor, a resistance measurer and an insulating resistance measurer to obtain coil aging sensitivity parameters such as coil enameled wire average temperature, coil direct current resistance and coil insulating resistance, the average operating time of a plurality of groups of test is calculated by using a reliability theory, and the activation energy of a coil enameled wire is calculated by using a least square method, so parameters in a service life evaluation model are determined, and the average operating time (service life) of the relay coil can be evaluated by using the service life evaluation model with the determined parameters.
Owner:SUZHOU NUCLEAR POWER RES INST +1

Management system for relay protection device

InactiveCN104318348ARealize unified and centralized managementImprove accuracyCo-operative working arrangementsResourcesClosed loopComputer terminal
The invention provides a management system for a relay protection device. The system comprises a radio frequency identification (RFID) reading and writing mobile terminal, a mobile terminal system, a background server and a RFID electronic tag arranged on the relay protection device, wherein the RFID electronic tag is arranged on the panel of the relay protection device; and the RFID electronic tag stores identification information of the relay protection device. the system of the invention adopts one-item-one card-one-account precise management, the device information is acquired in a non-contact mode on the basis of not changing the prior relay protection device wiring, a background management system is correlated to realize real-time presentation of the device information; and closed-loop management is carried out on the total service life cycle of the device through the background management system, the relay protection device can be tracked and traced, and the automatic degree and the intelligent degree of relay protection device management can be improved.
Owner:STATE GRID CORP OF CHINA +2

Method for prolonging service life of power-down protection date buffer memory and smart card

The invention relates to a method for protecting data in an order execution process and prolonging service life of a power-down protection date buffer memory and a smart card when the smart card is in the working state, the power is accidentally cut and the card is maliciously pulled out. A power-down protection sub-system in a smart card operation system comprises a random number generating module, a power-down protection control item, a power-down protection control register, a power-down protection data buffer memory block, a power-down protection data buffer memory control method and a power-down protection data recovery control method, which work cooperatively together; by randomly selecting different power-down protection data buffer memory blocks and a transferring sequence of controlled protection states, the purpose of either storing unchangeable date in a date memory in the smart card before executing the order or integrally storing all obtained new data after executing the order is realized to enable the read-write operation times of all power-down protection data blocks, a control register and a parameter register are almost equal, so as to efficiently prolonge the service life of the power-down protection date buffer memory in the smart card and enhance the fault tolerance of the power-down protection data buffer memory.
Owner:ZHENGZHOU XINDA JIEAN INFORMATION TECH

Method for gaining service life of helicopter drive system component

The invention discloses a method for gaining the service life of a helicopter drive system component. Strain test points are determined on the helicopter drive system component to be tested, and estimation data of the service life of the helicopter drive system component to be tested are given; in the process of a ground combined test and a flight test, strain data are obtained from the strain test points; according to the ground combined test and the flight test of a helicopter to be tested under multiple states and multiple load conditions, a criterion for overhaul of the helicopter drive system component to be tested is determined; obtained actual measurement data of the helicopter drive system component are analyzed, and the condition that the strain values of all strain test points of the helicopter to be tested exceed a monitor limit value and a component accumulated fatigue damage value is monitored and analyzed in time; comparison and correction are carried out by combining the estimation data and the actual measurement data, and the service life value of the helicopter drive system component to be tested of the same type is obtained.
Owner:CHINA AVIATION POWER MACHINE INST

Accelerated on-line test system for service life of LED

The invention discloses an accelerated on-line test system for the service life of an LED, and relates to an LED test system. The system comprises an aging device, a spectrum collection device, an electric test device, and a computer control processing module. The aging device is provided with a constant temperature controller and an aging constant current source. The spectrum collection device is provided with at least one optical path, a cosine collector, a testing sampling clamping tool, a sixteen-way optical multiplexer, and a spectrometer. The electric test device is provided with an electric matrix switch and a testing source meter. The computer control processing module comprises a computer control part and a computer processing part. A PID heater is employed for the direct temperature control of an LED heat sink, thereby not only enabling the system to achieve miniaturization and temperature control to be more accurate and stable, but also saving a large amount of energy. Moreover, the heater is provided with a thermal insulation device, thereby preventing high temperature from affecting testing equipment. An on-line testing result is more continuous, and an error caused by the inconsistence of testing conditions is avoided. Testing parameters are complete. The service life can be predicted more accurately in a short time through the combination of a physical model and a mathematic model.
Owner:XIAMEN LONGSTAR LIGHTING

Device and method for predicting electric remaining service life of circuit breaker

The invention discloses a device and a method for predicting the electric remaining service life of a circuit breaker. The device comprises a circuit breaker, a signal acquisition module, an analogue-to-digital (A / D)converter, a processor, an inverter circuit, an industrial personal computer and a transmission module, wherein the signal acquired by the signal acquisition module is output to the input end of the A / D converter; the output end of the A / D converter is connected with the input / output (IO) ports of the processor; a data conversion pin of the inverter circuit is connected with a serial port of the processor; and the input end of the industrial personal computer and the input end of the transmission module are both connected with the serial port of the processor. By the method, the closing time, the over-voltage, the on-off current, the environment air pressure, the use times and the insulation coefficients of the circuit breaker are measured directly; and the data are used as the input quantity; and the prediction of the service life of the circuit breaker is realized by using the A / D converter, the processor, the inverter circuit, the industrial personal computer and the transmission module; the error generated due to the fact that a mold is established and parameters are selected by using a traditional method is avoided; and the method is simple in input quantity extraction, precise and high in prediction efficiency.
Owner:SHENYANG POLYTECHNIC UNIV

Providing directive replacement of hfsi parts based on specific machine performance

InactiveUS20090119066A1Avoid unnecessary replacementTesting/monitoring control systemsNuclear monitoringLife timeFull service
Embodiments herein maintain an unscheduled maintenance rate of a first apparatus, of a group of apparatuses, based on a history of unscheduled maintenance service calls performed on the first apparatus. Other apparatuses in the group of apparatuses have different unscheduled maintenance rates when compared to the unscheduled maintenance rate of the first apparatus. The method / system herein replaces fully used components of the first apparatus that exceed a predetermined full service life, based on usage meters of the components and replaces partially used components of the first apparatus that do not exceed the full service life, based on the usage meters. When directing replacement of partially used components, the method determines the remaining amount of the full service life for each of the partially used components, estimates the occurrence of the next service call for the first apparatus based on the unscheduled maintenance rate for the first apparatus, compares the remaining amount of the full service life for each of the partially used components to the occurrence of the next service call to identify ones of the partially used components that will exceed the full service life before the next service call, and then replaces only the ones of the partially used components that will exceed the full service life before the next service call.
Owner:XEROX CORP

Intelligent type test system for service life of fuses

InactiveCN101793943AOn-off status real-time monitoringUninterrupted power-on timeCircuit interrupters testingElectricityEngineering
The invention relates to an intelligent type test system for the service life of fuses, which comprises a central control unit, a programmable constant-current source, a monitoring and isolating module and an execution unit, wherein the programmable constant-current source is connected between one output end of the central control unit and a fuse group in series, the monitoring and isolating module is electrically connected between the input end of the central control unit and each fuse, and the execution unit is electrically connected between the output end of the central control unit and each fuse and used for receiving a signal of the central control unit to short-circuit the corresponding disconnected fuses so as to restore the power supply of other fuses. By the test system, real-time monitoring can be carried out on the on-off states of the fuses. After a certain fuse is fused, the fuse is automatically short-circuited, so that the power supply of other fuse samples is automatically restored, and no interruption of the electrification time of the fuses is ensured. Meanwhile, the output test current of the constant-current source can be accurately controlled, and a firm test basis is established for the evaluation accuracy of the service life of the fuses.
Owner:SUZHOU NUCLEAR POWER RES INST +1

Aircraft structure checking task planning method based on risk and cost analysis

InactiveCN106295897AMeet minimum security requirementsEfficient integrationForecastingCumulative riskFailure risk
The invention discloses an aircraft structure checking task planning method based on risk and cost analysis. The checking mode comprises traditional structure non-destructive detection and structure health monitoring. The method comprises the steps that based on the principle of probability damage tolerance analysis, the calculation model of single flight failure probability of an aircraft structure element is established; based on the model, a cumulative risk calculation model of a fleet in a certain period of time is established; in the existing aircraft structure plan maintenance mode, the maintenance cost calculation model of the aircraft structure element in the service life cycle is established, wherein the calculation model comprises structure checking cost, repair cost and false alarm cost; the single flight failure risk and fleet cumulative risk are used as the risk assessment indicators of a structure maintenance policy; under the premise that a safety risk requirement is satisfied, the optimal structure checking policy can be determined according to the analysis of the structure whole service life cycle maintenance cost. The optimal structure checking interval and repair threshold can be determined based on the tradeoff between the structure failure risk and the service life cycle maintenance cost.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Estimation method for service life of complex electromechanical system

The invention discloses an estimation method for service life of a complex electromechanical system. According to the method, a success tree model of an event that operation is successfully completed by a system is firstly established from the view of system structure. Under data information conditions of fewer components, field practical data is fully combined to determine system basic components and life distribution thereof. According to engineering data, the life distribution parameter of each component is obtained by applying a variation coefficient method. According to the method, the dependency of the conventional method on mass data is overcome, and test data, design data, field data and engineer experience data are fully utilized and combined; the method is a completer and more effective method; on the basis that the life distribution and the distribution parameters of the system components are obtained, the average life of the system is estimated and verified from different views by applying a Bayesian network method and a Monte Carlo simulation method respectively, so that the service life of the entire complex electromechanical system is calculated.
Owner:UNIV OF ELECTRONIC SCI & TECH OF CHINA

Method for predicting service life of key system of rail transit vehicles

The invention discloses a method for predicting the service life of a key system of rail transit vehicles. The method comprises the following steps of firstly, determining the key system of urban rail vehicles, and bringing in a proportional hazard model to carry out service life prediction on the key system; secondly, screening historical overhauling data of the key system to obtain concomitant variable factors, and processing concomitant variables by applying a principal component analysis method so as to obtain a concomitant variable matrix; thirdly, solving a parameter estimation value in the proportional hazard model by adopting a maximum likelihood estimation method and a Newton iteration method; finally, calculating the predicted service life of the key system of the rail transit vehicles by utilizing the obtained proportional hazard model. According to the method disclosed by the invention, the influence of the concomitant variable factors on the service life of the key system of the rail transit vehicles is considered, and the defect that the service life prediction is inaccurate as only system failure is considered in traditional service life prediction is overcome.
Owner:NANJING UNIV OF SCI & TECH

Method for testing service life of rolling bearings

The invention discloses a method for testing the service life of rolling bearings, which comprises: mounting two rolling bearings to be tested on one optic axis and rotationally supporting the optic axis by using a bearing block on which a supporting bearing is arranged; driving the optic axis to rotate at a constant rotation speed by using a power transmission device; applying a pair of loads which are the same in size and opposite in direction along the radial direction of the optic axis to the bearings to be tested; and recording the failure time of the rolling bearings to be tested and calculating the service life under normal stress level of the tested bearings. According to the technical scheme, the service life of the rolling bearings is tested by applying the loads which are the same in size and opposite in direction along the radial direction of the optic axis to the bearings to be tested, the external forces born by the optic axis in a testing system in the whole test process are almost kept balance, the optic axis hardly bears forces applied by the internal parts of the system, and thus, the operation reliability and service life of the whole test system are improved.
Owner:WANXIANGQIANCHAO CO LTD

Monitoring and early warning system for service life of equipment

The invention belongs to the technical field of monitoring of the service life of equipment and in particular discloses a monitoring and early warning system for the service life of the equipment. The using frequency of the controlled equipment is automatically counted, a monitoring server simultaneously monitors the service lives of a plurality of pieces of equipment, and when a certain piece of controlled equipment is overdue, the monitoring server sends monitoring information to remind a manager or an equipment maintainer to perform subsequent management and control on the controlled equipment. Therefore, the system can automatically and effectively monitor the service life of the controlled equipment and can be widely applied to monitoring of the service life of the controlled equipment in a large production workshop.
Owner:GUANGDONG XUNTONG TECH

Set making method capable of prolonging service life cycle of power battery pack

The invention discloses a set making method capable of prolonging service life cycle of a power battery pack. The method comprises the following steps: selecting a plurality of to-be-assembled batteries with equal rated working voltage to be connected in series to form a serial battery pack; performing discharge operation on the serial battery pack, and recording the voltage value of each battery; performing constant-voltage overcharging operation on the serial battery pack and recording the voltage value of each battery; standing the overcharged serial battery pack for certain time, and then recording the voltage value of each battery; recording the differences among the voltage values of batteries as delta V1, delta V2 and delta V3; selecting a set quantity of batteries to form a battery pack with the requirement for enabling the maximum delta V1, delta V2 and delta V3 among every two single batteries in the battery pack to be within the specified range. According to the set making method, the batteries with very closely performances can be screened and selected for many times and form a serial battery pack, and the service life of the battery pack can be greatly prolonged.
Owner:CHAOWEI POWER CO LTD

Cutter service life prediction method based on small sample multi-type parameters

The invention relates to a cutter service life prediction method based on small sample multi-type parameters. The method comprises the steps of determining multi-type cutter parameters, executing the parameters xi, i=1,2,..., p which affect the service life of a cutter in the process of predicting the service life of the cutter, obtaining small sample cutter service life experiment data, determining each parameter value in the steps, finishing a cutter service life cutting experiment to obtain small sample cutter service value under a cutter parameter combination, building a dynamic prediction model, determining a new prediction model iterative direction according to the mean square error, the prediction square and PRESS of the prediction module obtained each time, obtaining a better prediction module by adopting corresponding iterative parameters, finishing the iterative process of the prediction model until the variation error of the service life of the cutter is in a set range, and obtaining the final cutter service life prediction module. The cutter service life prediction method based on the small sample multi-type parameters takes the influence on the service of the cutter from the parameters in the design, manufacturing and use processes of the cutter into account, thereby obtaining the more accurate cutter service life prediction module and better providing basic guarantee data for production.
Owner:TAIYUAN UNIVERSITY OF SCIENCE AND TECHNOLOGY
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