CN104392073A - Electronic product reliability accelerated test method based on failure physics - Google Patents

Electronic product reliability accelerated test method based on failure physics Download PDF

Info

Publication number
CN104392073A
CN104392073A CN201410771569.8A CN201410771569A CN104392073A CN 104392073 A CN104392073 A CN 104392073A CN 201410771569 A CN201410771569 A CN 201410771569A CN 104392073 A CN104392073 A CN 104392073A
Authority
CN
China
Prior art keywords
test
vibration
electronic product
reliability
accelerated test
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201410771569.8A
Other languages
Chinese (zh)
Other versions
CN104392073B (en
Inventor
任占勇
王昕�
陈新
孙瑞锋
李想
王欣
王礼沅
杜鑫
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Aero Polytechnology Establishment
Original Assignee
China Aero Polytechnology Establishment
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Aero Polytechnology Establishment filed Critical China Aero Polytechnology Establishment
Priority to CN201410771569.8A priority Critical patent/CN104392073B/en
Publication of CN104392073A publication Critical patent/CN104392073A/en
Application granted granted Critical
Publication of CN104392073B publication Critical patent/CN104392073B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Testing Resistance To Weather, Investigating Materials By Mechanical Methods (AREA)
  • Investigating Strength Of Materials By Application Of Mechanical Stress (AREA)

Abstract

The invention belongs to an electronic product reliability technology and relates to an electronic product reliability accelerated test method based on failure physics. The electronic product reliability accelerated test method is characterized by comprising the following steps: building a digital prototype model of an electronic product; analyzing a thermal stress state and a vibration stress state; determining a failure mechanism of the electronic product; determining a failure physics model of the electronic product; providing temperature conditions for reliability accelerated test; calculating accelerated test time; calculating the vibration conditions of the reliability accelerated test; evaluating test implementation and test results. The electronic product reliability accelerated test method provided by the invention has the benefits that the transfer effect of stress in a product structure can be considered, the accuracy of the model is improved, and further, the test result accuracy is improved.

Description

A kind of electronic product reliability accelerated test method based on faulty physical
Technical field
The invention belongs to electronic product reliability experimental technique, relate to a kind of electronic product reliability accelerated test method based on faulty physical.
Background technology
Modern high new equipment is high to reliability level requirement, and the products such as the electronics/electromechanics/photoelectricity wherein played a crucial role are to digitizing, miniaturization, densification, multifunction and complicated future development, and its reliability requirement is also higher.The requirement that the reliability index mean time between failures (MTBF) of many products has reaches thousands of hours, even reach up to ten thousand hours, experimental technique is traditionally tested, test period at least should be the required value of 1.1 times, needs several months even a few year just can complete test like this when dropping into test battery exemplar; And if exemplar tested by the many covers of input, then the expense of exemplar is difficult to bear equally.Therefore, in the face of the development feature that the high reliability equipment preparation cycle is short, research fund is high, the existing convectional reliability statistical test method based on environmental simulation and assessment technology can not meet product development requirement because required time is long, funds are high, and the reliability accelerating experiment technology adopt and strengthen proof stress, shortening test period has become the inexorable trend of reliability compliance test technical development.Existing electronic product reliability accelerated test method is nearly all based upon on experiential basis, applies what stress to product, depends on the understanding to product dominant failure mechanism.Accelerated test model conventional at present comprises the Arrhenius relationship relevant with temperature, Ai Lin model, the inverse power law model that description thermal stress and mechanical stress are accelerated, the two stress resultant acceleration model of temperature-humidity, Generalized Logarithmic-linear model that many stress accelerates simultaneously, progressive damage exponential model etc.But due to the statistics acceleration model that these models are all based on components and parts failure mechanism, this acceleration model can not consider the transmission effect of stress in product structure, and the accuracy of model is relatively low, causes the error of test findings large.
Summary of the invention
The object of the invention is: propose a kind of electronic product reliability accelerated test method based on faulty physical, to consider the transmission effect of stress in product structure, improve the accuracy of model, and then improve stringency of test.
Technical scheme of the present invention is: a kind of electronic product reliability accelerated test method based on faulty physical, is characterized in that: the step of carrying out electronic product reliability accelerated test is as follows:
1, the digital prototype model of electronic product is built: digital prototype model refers to two-dimensional digital PM prototype model or 3-dimensional digital PM prototype model, and electronic product comprises cabinet, support, module, circuit board and components and parts;
2, thermal stress state and vibration stress state analysis: adopt the thermal stress state of finite simulation element analysis software analytical electron product under load-up condition and vibration stress state, load-up condition refers to environmental load and operating load;
3, the failure mechanism of electronic product is determined: according to thermal stress state that electronic product bears and vibration stress state, in conjunction with the fault mode of electronic product, impact and HAZAN report, outfield and laboratory fault data, determine the dominant failure position of electronic product, failed module, disable system plate and incipient fault components and parts, and failure mechanism.
4, the physics model of failure of electronic product is determined: according to the failure mechanism of incipient fault components and parts, determine the physics model of failure of electronic product, the model parameters such as the geometrical structure parameter of incipient fault components and parts, material properties, stress parameters, the Modifying model factor are set;
5, the temperature conditions of given reliability accelerated test: high temperature: the upper limit of the temperature range limit provided by test electron product deducts 10 DEG C ~ 20 DEG C, and the duration is that temperature stabilization times adds by the test electron product test time; Low temperature: the lower limit of the temperature range limit provided by test electron product adds 5 DEG C ~ 10 DEG C, and the duration is that temperature stabilization times adds by the test electron product test time; Rate of temperature change: 5 DEG C/min ~ 15 DEG C/min; :
6, accelerated test time T is calculated 1: with by test electron product based on the temperature conditions in the reliability test sectional plane of environmental simulation and test period T 0for input parameter, calculate the accelerated test time T under the temperature conditions provided in given reliability accelerated test 1, concrete grammar is as follows:
6.1, accounting temperature condition speedup factor τ v: according to the physics model of failure of electronic product, calculate the damage under the incipient fault components and parts temperature conditions in the reliability test sectional plane of environmental simulation, obtain n potential thin spot N of thermal fatigue failure under the temperature conditions continuous action in the reliability test sectional plane of environmental simulation 1, N 2..., N n, starting fault cycles number of n potential thin spot is designated as N respectively t1, N t2... N ti... N tn, i=1,2 ... n; Calculate the damage at the temperature conditions of given reliability accelerated test, the starting fault cycles number obtaining n potential thin spot is designated as N' respectively t1, N' t2... N' ti... N' tn; The speedup factor τ of i-th trouble spot vi:
τ Vi = N Ti N ′ Ti · · · [ 1 ]
The speedup factor of n incipient fault point is carried out arithmetic mean, obtains product temperature speedup factor τ v:
τ V = 1 n Σ 1 n τ Vi · · · [ 2 ]
6.2, accelerated test time T is calculated 1:
T 1 = T 0 τ V × t 1 · · · [ 3 ]
Wherein, t 1for the temperature conditions time of given reliability accelerated test;
7, the vibration condition of reliability accelerated test is calculated: with the vibration condition of the reliability test sectional plane based on environmental simulation and corresponding vibration stress application time T 0' be input parameter, calculate accelerated test time T 1internal vibration stress application time T 1' vibration value, concrete grammar is as follows:
7.1, vibration speedup factor b is calculated v: according to the physics model of failure of electronic product, calculate the damage under the incipient fault components and parts vibration condition in the reliability test sectional plane of environmental simulation, obtain product vibration condition W in based on the reliability test sectional plane of environmental simulation am the potential thin spot that lower vibrating fatigue lost efficacy, respectively at vibration condition W 01with vibration condition W 02under, the vibrating fatigue damage model drawn is the out-of-service time of counting yield when vibration durable trouble spot damage ratio is 1 respectively, by m potential thin spot at vibration condition W 01under starting fault-time be designated as t v1, t v2..., t vjt vm, j=1,2 ... m; By m potential thin spot at vibration condition W 02under starting fault-time be designated as t' v1, t' v2..., t' vj,t' vm, by a jth weak link point at vibration condition W 01with vibration condition W 02starting fault-time under condition substitutes into formula:
t vi ′ t vi = ( W 01 W 02 ) b vi · · · [ 4 ]
Obtain the constant factor b of a jth trouble spot vi; The speedup factor of m incipient fault point is carried out arithmetic mean, obtains vibrating speedup factor b v:
b V = 1 m Σ 1 m b vj · · · [ 4 ]
7.2, calculate at vibration stress application time T 1' under vibration value W b:
W b = W a × ( T 0 ′ T 1 ′ ) 1 b V · · · [ 6 ]
8, test is implemented and test findings assessment: integrated temperature and vibration stress condition, and carry out test according to the accelerated test condition after comprehensive, after off-test, according to the following formula to the one-sided confidence lower limit θ of mean time between failures MTBF under given degree of confidence of product lassess:
θ L ≥ 2 T 0 χ ( 1 - c ) ( 2 r + 2 ) 2 · · · [ 7 ]
In formula: r is at reliability accelerated test time T 1the chargeable fault number of interior appearance;
C is degree of confidence, C=0 ~ 1.
Advantage of the present invention is: propose a kind of electronic product reliability accelerated test method based on faulty physical, can consider the transmission effect of stress in product structure, improve the accuracy of model, and then improve stringency of test.
Accompanying drawing explanation
Fig. 1 is the reliability test sectional plane example based on environmental simulation, and in figure, the first half is temperature conditions, and horizontal ordinate is the time, and unit is min, and ordinate is temperature value, and unit is DEG C; In figure, the latter half is vibration condition, and horizontal ordinate is the time, and unit is min, and ordinate is vibration value, and represent with power spectrum density, unit is g 2/ Hz, corresponding diagram 2 vibrates the W in spectral pattern 0value; Temperature conditions and vibration condition comprehensively apply, and only apply temperature conditions at 0th ~ 60min and 420min ~ 480min; 60min ~ 420min and 480min ~ 840min applies temperature and vibration condition simultaneously.
Fig. 2 is that the spectral pattern of vibration stress in Fig. 1 illustrates, horizontal ordinate is frequency, and unit is Hz, and ordinate is power spectrum density, and unit is g 2w in/Hz, figure 0represent power spectrum metric.
Fig. 3 is the reliability accelerated test sectional illustrations calculated according to the method in the present invention, and in figure, the first half is temperature conditions, and horizontal ordinate is the time, and unit is min, and ordinate is temperature value, and unit is DEG C; In figure, the latter half is vibration condition, and horizontal ordinate is the time, and unit is min, and ordinate is vibration value, and represent with power spectrum density, unit is g 2/ Hz, corresponding diagram 2 vibrates the W in spectral pattern 0value; Temperature conditions and vibration condition comprehensively apply, and only apply temperature conditions at 0th ~ 20min; 20min ~ 140min applies temperature and vibration condition simultaneously.
Embodiment
Below the present invention is described in further details.Based on an electronic product reliability accelerated test method for faulty physical, it is characterized in that: the step of carrying out electronic product reliability accelerated test is as follows:
1, the digital prototype model of electronic product is built: digital prototype model refers to two-dimensional digital PM prototype model or 3-dimensional digital PM prototype model, and electronic product comprises cabinet, support, module, circuit board and components and parts;
2, thermal stress state and vibration stress state analysis: adopt the thermal stress state of finite simulation element analysis software analytical electron product under load-up condition and vibration stress state, load-up condition refers to environmental load and operating load;
3, the failure mechanism of electronic product is determined: according to thermal stress state that electronic product bears and vibration stress state, in conjunction with the fault mode of electronic product, impact and HAZAN report, outfield and laboratory fault data, determine the dominant failure position of electronic product, failed module, disable system plate and incipient fault components and parts, and failure mechanism.
4, the physics model of failure of electronic product is determined: according to the failure mechanism of incipient fault components and parts, determine the physics model of failure of electronic product, the model parameters such as the geometrical structure parameter of incipient fault components and parts, material properties, stress parameters, the Modifying model factor are set;
5, the temperature conditions of given reliability accelerated test: high temperature: the upper limit of the temperature range limit provided by test electron product deducts 10 DEG C ~ 20 DEG C, and the duration is that temperature stabilization times adds by the test electron product test time; Low temperature: the lower limit of the temperature range limit provided by test electron product adds 5 DEG C ~ 10 DEG C, and the duration is that temperature stabilization times adds by the test electron product test time; Rate of temperature change: 5 DEG C/min ~ 15 DEG C/min; :
6, accelerated test time T is calculated 1: with by test electron product based on the temperature conditions in the reliability test sectional plane of environmental simulation and test period T 0for input parameter, calculate the accelerated test time T under the temperature conditions provided in given reliability accelerated test 1, concrete grammar is as follows:
6.1, accounting temperature condition speedup factor τ v: according to the physics model of failure of electronic product, calculate the damage under the incipient fault components and parts temperature conditions in the reliability test sectional plane of environmental simulation, obtain n potential thin spot N of thermal fatigue failure under the temperature conditions continuous action in the reliability test sectional plane of environmental simulation 1, N 2..., N n, starting fault cycles number of n potential thin spot is designated as N respectively t1, N t2... N ti... N tn, i=1,2 ... n; Calculate the damage at the temperature conditions of given reliability accelerated test, the starting fault cycles number obtaining n potential thin spot is designated as N' respectively t1, N' t2... N' ti... N' tn; The speedup factor τ of i-th trouble spot vi:
τ Vi = N Ti N ′ Ti · · · [ 8 ]
The speedup factor of n incipient fault point is carried out arithmetic mean, obtains product temperature speedup factor τ v:
τ V = 1 n Σ 1 n τ Vi · · · [ 9 ]
6.2, accelerated test time T is calculated 1:
T 1 = T 0 τ V × t 1 · · · [ 10 ]
Wherein, t 1for the temperature conditions time of given reliability accelerated test;
7, the vibration condition of reliability accelerated test is calculated: with the vibration condition of the reliability test sectional plane based on environmental simulation and corresponding vibration stress application time T 0' be input parameter, calculate accelerated test time T 1internal vibration stress application time T 1' vibration value, concrete grammar is as follows:
7.1, vibration speedup factor b is calculated v: according to the physics model of failure of electronic product, calculate the damage under the incipient fault components and parts vibration condition in the reliability test sectional plane of environmental simulation, obtain product vibration condition W in based on the reliability test sectional plane of environmental simulation am the potential thin spot that lower vibrating fatigue lost efficacy, respectively at vibration condition W 01with vibration condition W 02under, the vibrating fatigue damage model drawn is the out-of-service time of counting yield when vibration durable trouble spot damage ratio is 1 respectively, by m potential thin spot at vibration condition W 01under starting fault-time be designated as t v1, t v2..., t vjt vm, j=1,2 ... m; By m potential thin spot at vibration condition W 02under starting fault-time be designated as t' v1, t' v2..., t' vj,t' vm, by a jth weak link point at vibration condition W 01with vibration condition W 02starting fault-time under condition substitutes into formula:
t vi ′ t vi = ( W 01 W 02 ) b vi · · · [ 11 ]
Obtain the constant factor b of a jth trouble spot vi; The speedup factor of m incipient fault point is carried out arithmetic mean, obtains vibrating speedup factor b v:
b V = 1 m Σ 1 m b vj · · · [ 12 ]
7.2, calculate at vibration stress application time T 1' under vibration value W b:
W b = W a × ( T 0 ′ T 1 ′ ) 1 b V · · · [ 13 ]
8, test is implemented and test findings assessment: integrated temperature and vibration stress condition, and carry out test according to the accelerated test condition after comprehensive, after off-test, according to the following formula to the one-sided confidence lower limit θ of mean time between failures MTBF under given degree of confidence of product lassess:
θ L ≥ 2 T 0 χ ( 1 - c ) ( 2 r + 2 ) 2 · · · [ 14 ]
In formula: r is at reliability accelerated test time T 1the chargeable fault number of interior appearance;
C is degree of confidence, C=0 ~ 1.
Embodiment:
The object that present case is selected is radio interface unit, its mean time between failures minimum acceptable value is 3000 hours, install and aircraft electronic equipment rack, based on environmental simulation reliability test sectional plane as shown in Figure 1, Reliability Enhancement Testing was carried out in early stage, the working stress limit obtained is: temperature :-80 DEG C ~ 110 DEG C, vibration :≤0.5g 2/ Hz; According to ordering party's requirement, the test period under Fig. 1 section is 30000 hours, designed reliability accelerated test scheme.
1, the digital prototype model of electronic product is built: product establishes according to design information and comprises casing structure, 10 modules, and 272 kinds of models, 10494 components and parts are at interior digital prototype model;
2, thermal stress state and vibration stress state analysis: on the digital prototype model basis built, according to Fig. 1 section, carry out flow dynamics analysis and Finite element analysis on vibration, obtain heat and vibration microstress state that interiors of products comprises cabinet, module and components and parts;
3, the failure mechanism of electronic product is determined: according to thermal stress state and vibration stress state analysis result, in conjunction with the fault mode of electronic product, impact and HAZAN report, outfield and laboratory fault data, determine the main incipient fault components and parts of radio interface unit and fault mode thereof and failure mechanism, as shown in table 1, have 10 heat fatigue thin spots and 5 vibrating fatigue thin spots.
4, the physics model of failure of electronic product is determined: the failure mechanism of his-and-hers watches 1 incipient fault components and parts is analyzed, determine the physics model of failure of radio interface unit, and the model parameter such as geometrical structure parameter, material properties, stress parameters, the Modifying model factor of each fault components and parts is arranged;
5, the temperature conditions of given reliability accelerated test: low temperature :-65 DEG C, duration 30min; High temperature: 85 DEG C, duration 90min; Temperature variability: 15 DEG C/min.A cycling time is 140min, as shown in Figure 3.
6, accelerated test time T is calculated 1:
6.1, accounting temperature condition speedup factor τ v: according to the physics model of failure of electronic product, with 2143 Circulation Reliability Tests sections of 30000 hours correspondences for input calculates the mean failure rate start time of accelerating under temperature stress condition, by analyzing lower 10 the potential thin spots of heat fatigue of normal condition, calculate each incipient fault point under Fig. 1 temperature conditions and Fig. 3 temperature conditions under starting fault-time and speedup factor, as shown in table 2; Speedup factor according to incipient fault point carries out arithmetic mean, obtains product speedup factor:
τ V = 1 10 Σ τ Vi = 1 10 ( 4.6 + 7.0 + 7.8 + 4.3 + 7.4 + 4.5 + 4.6 + 4.4 + 4.2 + 4.0 ) = 5.25
6.2, accelerated test time T is calculated 1:
T 1 = T 0 τ V × t 1 = 3000 5.25 × 140 / 60 = 952.4 h
7, the vibration condition of reliability accelerated test is calculated: with the vibration condition of the reliability test sectional plane based on environmental simulation and corresponding vibration stress application time T 0' be input parameter, calculate accelerated test time T 1internal vibration stress application time T 1' vibration value, concrete grammar is as follows:
7.1, vibration speedup factor b is calculated v:
Shape vibration value 0.001g is being composed respectively with Fig. 2 2/ Hz and 0.005g 2the vibrating fatigue damage model drawn under/Hz condition is the out-of-service time of counting yield when vibration durable trouble spot damage ratio is 1 respectively, by each potential thin spot at vibration condition W 01: 0.001g 2the average and W starting fault-time that/Hz is corresponding 01: 0.005g 2starting average substitution fault-time formula under/Hz condition
t vi ′ t vi = ( W 01 W 02 ) b vi · · · [ 15 ]
The vibration speedup factor of each potential thin spot can be obtained, as shown in table 3;
In his-and-hers watches 3, the speedup factor of 5 potential thin spots carries out arithmetic mean, obtains product speedup factor:
b V = 1 5 Σ b Vi = 1 5 ( 3.198 + 3.203 + 3.2 + 3.202 + 3.199 ) = 3.2
7.2, calculate at vibration stress application time T 1' under vibration value W b:
Rule of thumb, 140min cycling time, interior front 20min did not apply vibration in figure 3, and rear 120min applies the maximum vibration of twice 3min, with the maximum vibration (0.005g in Fig. 1 Movement in profile 30000 hours 2/ Hz) equivalent damage; All the other 114min apply minimum vibration, with the minimum vibration (0.001g in Fig. 1 Movement in profile 30000h time 2/ Hz) equivalent damage.
maximum vibration value W 0calculate with application time:
According to Fig. 1 section, often circulation has the 0.005g of 6min 2/ Hz maximum vibration, the maximum vibration T.T. running 30000h is 2143*6=12858min; According to total about 952.4*60/140=408 the circulation of acceleration environment, maximum vibration value T.T. is 408*6=2448min, maximum vibration value:
W 0 = 0.005 × ( 12858 2448 ) 1 3.2 = 0.0084 g 2 / Hz
minimum vibration value W 1calculate with application time:
According to Fig. 1 section, the 0.001g of the 714min that often circulates 2/ Hz minimum vibration, running 30000h minimum vibration T.T. is 2143*714=1530102min; According to total about 408 circulations of acceleration environment, minimum vibration value T.T. is 408*114=46512min, minimum vibration value:
W 1 = 0.001 × ( 1530102 46512 ) 1 3.2 = 0.003 g 2 / Hz
8, test is implemented and test findings assessment:
Radio interface unit tested products has carried out the reliability accelerated test of 952.4h under accumulative Fig. 3 section, the fail-test based on environmental simulation of 30000h is carried out in equivalence under Fig. 1 section, there are 3 chargeable faults in process of the test, assess according to the following formula:
θ ≥ 2 T χ ( 1 - c ) ( 2 r + 2 ) 2
The equivalent test time, T got 30000 hours, and chargeable fault number r gets 3, and degree of confidence c gets 70%, and substituting into above formula can obtain
θ ≥ 2 × 30000 χ 0.3,8 2 ≈ 6300 h
Therefore, after the end of the reliability accelerated test time of 952.4h, under 70% degree of confidence, the mean time between failures one-sided confidence lower limit of radio interface unit tested products is 6300h.
Table 1 radio interface unit incipient fault components and parts and fault mode thereof and failure mechanism
The potential thin spot speedup factor of table 2 radio interface unit 10 heat fatigues
The potential thin spot speedup factor of table 3 radio interface unit 5 vibrating fatigues

Claims (1)

1. based on an electronic product reliability accelerated test method for faulty physical, it is characterized in that: the step of carrying out electronic product reliability accelerated test is as follows:
1.1, the digital prototype model of electronic product is built: digital prototype model refers to two-dimensional digital PM prototype model or 3-dimensional digital PM prototype model, and electronic product comprises cabinet, support, module, circuit board and components and parts;
1.2, thermal stress state and vibration stress state analysis: adopt the thermal stress state of finite simulation element analysis software analytical electron product under load-up condition and vibration stress state, load-up condition refers to environmental load and operating load;
1.3, the failure mechanism of electronic product is determined: according to thermal stress state that electronic product bears and vibration stress state, in conjunction with the fault mode of electronic product, impact and HAZAN report, outfield and laboratory fault data, determine the dominant failure position of electronic product, failed module, disable system plate and incipient fault components and parts, and failure mechanism.
1.4, the physics model of failure of electronic product is determined: according to the failure mechanism of incipient fault components and parts, determine the physics model of failure of electronic product, the model parameters such as the geometrical structure parameter of incipient fault components and parts, material properties, stress parameters, the Modifying model factor are set;
1.5, the temperature conditions of given reliability accelerated test: high temperature: the upper limit of the temperature range limit provided by test electron product deducts 10 DEG C ~ 20 DEG C, and the duration is that temperature stabilization times adds by the test electron product test time; Low temperature: the lower limit of the temperature range limit provided by test electron product adds 5 DEG C ~ 10 DEG C, and the duration is that temperature stabilization times adds by the test electron product test time; Rate of temperature change: 5 DEG C/min ~ 15 DEG C/min; :
1.6, accelerated test time T is calculated 1: with by test electron product based on the temperature conditions in the reliability test sectional plane of environmental simulation and test period T 0for input parameter, calculate the accelerated test time T under the temperature conditions provided in given reliability accelerated test 1, concrete grammar is as follows:
1.6.1, accounting temperature condition speedup factor τ v: according to the physics model of failure of electronic product, calculate the damage under the incipient fault components and parts temperature conditions in the reliability test sectional plane of environmental simulation, obtain n potential thin spot N of thermal fatigue failure under the temperature conditions continuous action in the reliability test sectional plane of environmental simulation 1, N 2..., N n, starting fault cycles number of n potential thin spot is designated as N respectively t1, N t2... N ti... N tn, i=1,2 ... n; Calculate the damage at the temperature conditions of given reliability accelerated test, the starting fault cycles number obtaining n potential thin spot is designated as N' respectively t1, N' t2... N' ti... N' tn; The speedup factor τ of i-th trouble spot vi:
τ Vi = N Ti N ′ Ti . . . [ 1 ]
The speedup factor of n incipient fault point is carried out arithmetic mean, obtains product temperature speedup factor τ v:
τ V = 1 n Σ 1 n τ Vi . . . [ 2 ]
1.6.2, accelerated test time T is calculated 1:
T 1 = T 0 τ V × τ 1 . . . [ 3 ]
Wherein, t 1for the temperature conditions time of given reliability accelerated test;
1.7, the vibration condition of reliability accelerated test is calculated: with the vibration condition of the reliability test sectional plane based on environmental simulation and corresponding vibration stress application time T ' 0for input parameter, calculate accelerated test time T 1internal vibration stress application time T ' 1vibration value, concrete grammar is as follows:
1.7.1 vibration speedup factor b, is calculated v: according to the physics model of failure of electronic product, calculate the damage under the incipient fault components and parts vibration condition in the reliability test sectional plane of environmental simulation, obtain product vibration condition W in based on the reliability test sectional plane of environmental simulation am the potential thin spot that lower vibrating fatigue lost efficacy, respectively at vibration condition W 01with vibration condition W 02under, the vibrating fatigue damage model drawn is the out-of-service time of counting yield when vibration durable trouble spot damage ratio is 1 respectively, by m potential thin spot at vibration condition W 01under starting fault-time be designated as t v1, t v2..., t vjt vm, j=1,2 ... m; By m potential thin spot at vibration condition W 02under starting fault-time be designated as t' v1, t' v2..., t' vj,t' vm, by a jth weak link point at vibration condition W 01with vibration condition W 02starting fault-time under condition substitutes into formula:
t vi ′ t vi = ( W 01 W 02 ) b vi . . . [ 4 ]
Obtain the constant factor b of a jth trouble spot vi; The speedup factor of m incipient fault point is carried out arithmetic mean, obtains vibrating speedup factor b v:
b V = 1 m Σ 1 m b vj . . . [ 5 ]
1.7.2, calculate at vibration stress application time T ' 1under vibration value W b:
W b = W a × ( T 0 ′ T 1 ′ ) 1 b V . . . [ 6 ]
1.8, test is implemented and test findings assessment: integrated temperature and vibration stress condition, and carry out test according to the accelerated test condition after comprehensive, after off-test, according to the following formula to the one-sided confidence lower limit θ of mean time between failures MTBF under given degree of confidence of product lassess:
θ L ≥ 2 T 0 χ ( 1 - c ) , ( 2 r + 2 ) 2 . . . [ 7 ] In formula: r is at reliability accelerated test time T 1the chargeable fault number of interior appearance;
C is degree of confidence, C=0 ~ 1.
CN201410771569.8A 2014-12-12 2014-12-12 A kind of electronic product reliability accelerated test method based on faulty physical Active CN104392073B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410771569.8A CN104392073B (en) 2014-12-12 2014-12-12 A kind of electronic product reliability accelerated test method based on faulty physical

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410771569.8A CN104392073B (en) 2014-12-12 2014-12-12 A kind of electronic product reliability accelerated test method based on faulty physical

Publications (2)

Publication Number Publication Date
CN104392073A true CN104392073A (en) 2015-03-04
CN104392073B CN104392073B (en) 2017-10-27

Family

ID=52609976

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410771569.8A Active CN104392073B (en) 2014-12-12 2014-12-12 A kind of electronic product reliability accelerated test method based on faulty physical

Country Status (1)

Country Link
CN (1) CN104392073B (en)

Cited By (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105572498A (en) * 2015-12-11 2016-05-11 中国航空工业集团公司西安飞机设计研究所 Reliability acceleration test method of electronic products
CN106484937A (en) * 2015-09-02 2017-03-08 中广核工程有限公司 Nuclear power plant's support Finite Element Mechanics Calculation input file manufacture method and device
CN106681296A (en) * 2015-11-05 2017-05-17 株洲南车时代电气股份有限公司 Train running monitoring record device host reliability test method
CN107390668A (en) * 2017-06-26 2017-11-24 西安航空制动科技有限公司 Determine that antiskid brake control device adds the method for tight reliability test sectional plane
CN107782995A (en) * 2017-10-23 2018-03-09 中国北方车辆研究所 A kind of electronic product combined stress is known the real situation test method
CN108106873A (en) * 2017-12-14 2018-06-01 中国电子产品可靠性与环境试验研究所 The method and system of servo-drive system reliability test evaluation
CN108399278A (en) * 2018-01-24 2018-08-14 航天科工防御技术研究试验中心 A kind of multifactor accelerated factor computational methods of electronics
CN108459225A (en) * 2018-04-13 2018-08-28 山东新华医疗器械股份有限公司 Electron linear accelerator reliability estimation method
CN109655683A (en) * 2018-12-13 2019-04-19 广州广电计量检测股份有限公司 A kind of automobile electronics thermal fatigue life accelerated test method
CN110672159A (en) * 2019-10-23 2020-01-10 湖南苏试广博检测技术有限公司 Reliability identification test method suitable for combination of internal field and external field of electromechanical product
CN110907725A (en) * 2019-11-20 2020-03-24 北京航空航天大学 Electronic product accelerated life test method based on fault behaviors
CN111208364A (en) * 2019-12-17 2020-05-29 中国人民解放军92942部队 Comprehensive stress reliability accelerated test method based on multiple models
CN111413953A (en) * 2020-04-10 2020-07-14 西安航空制动科技有限公司 Method for determining vibration test parameters of brake control device
CN111752243A (en) * 2020-06-12 2020-10-09 中国电子产品可靠性与环境试验研究所((工业和信息化部电子第五研究所)(中国赛宝实验室)) Production line reliability testing method and device, computer equipment and storage medium
CN112131726A (en) * 2020-09-10 2020-12-25 中国航天标准化研究所 Reliability test acceleration factor calculation method based on accumulated damage model
CN112710690A (en) * 2020-12-17 2021-04-27 武汉船舶通信研究所(中国船舶重工集团公司第七二二研究所) Method for determining acceleration factor in accelerated life test and application
CN114414463A (en) * 2021-12-28 2022-04-29 北京遥感设备研究所 Long-term storage stability verification method for aluminum-based composite material optical system
CN114429060A (en) * 2021-12-02 2022-05-03 中国兵器科学研究院宁波分院 Method for assessing structure dislocation failure and service life prediction in fatigue vibration

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103559418A (en) * 2013-11-20 2014-02-05 北京航空航天大学 PoF (physics of failure) based method for calculating mission reliability of electronic product

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103559418A (en) * 2013-11-20 2014-02-05 北京航空航天大学 PoF (physics of failure) based method for calculating mission reliability of electronic product

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
RUIFENG SUN ET AL.: "Reliability Growth Assessment Method Based on Test Data", 《ICRMS 2009. 8TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY AND SAFETY, 2009.》 *
任占勇 等: "利用定量筛选进行电子产品可靠性验收的可行性分析", 《航空标准化与质量》 *
王欣 等: "电子产品可靠性增长摸底试验—方案的确定方法及实施要求", 《航空标准化与质量》 *
章新瑞 等: "可靠性试验中环境应力与产品故障机理间关系研究", 《环境技术》 *

Cited By (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106484937A (en) * 2015-09-02 2017-03-08 中广核工程有限公司 Nuclear power plant's support Finite Element Mechanics Calculation input file manufacture method and device
CN106484937B (en) * 2015-09-02 2019-07-23 中广核工程有限公司 Nuclear power plant's bracket Finite Element Mechanics Calculation input file production method and device
CN106681296B (en) * 2015-11-05 2019-05-10 株洲南车时代电气股份有限公司 A kind of train operation monitoring and recording device host reliability test method
CN106681296A (en) * 2015-11-05 2017-05-17 株洲南车时代电气股份有限公司 Train running monitoring record device host reliability test method
CN105572498A (en) * 2015-12-11 2016-05-11 中国航空工业集团公司西安飞机设计研究所 Reliability acceleration test method of electronic products
CN105572498B (en) * 2015-12-11 2018-08-24 中国航空工业集团公司西安飞机设计研究所 A kind of electronic product reliability accelerated test method
CN107390668A (en) * 2017-06-26 2017-11-24 西安航空制动科技有限公司 Determine that antiskid brake control device adds the method for tight reliability test sectional plane
CN107390668B (en) * 2017-06-26 2019-07-16 西安航空制动科技有限公司 Determine that antiskid brake control device adds the method for tight reliability test sectional plane
CN107782995A (en) * 2017-10-23 2018-03-09 中国北方车辆研究所 A kind of electronic product combined stress is known the real situation test method
CN108106873B (en) * 2017-12-14 2020-01-31 中国电子产品可靠性与环境试验研究所 Method and system for evaluating reliability test of servo system
CN108106873A (en) * 2017-12-14 2018-06-01 中国电子产品可靠性与环境试验研究所 The method and system of servo-drive system reliability test evaluation
CN108399278B (en) * 2018-01-24 2021-11-30 航天科工防御技术研究试验中心 Electronic equipment multi-factor acceleration factor calculation method
CN108399278A (en) * 2018-01-24 2018-08-14 航天科工防御技术研究试验中心 A kind of multifactor accelerated factor computational methods of electronics
CN108459225A (en) * 2018-04-13 2018-08-28 山东新华医疗器械股份有限公司 Electron linear accelerator reliability estimation method
CN109655683A (en) * 2018-12-13 2019-04-19 广州广电计量检测股份有限公司 A kind of automobile electronics thermal fatigue life accelerated test method
CN110672159A (en) * 2019-10-23 2020-01-10 湖南苏试广博检测技术有限公司 Reliability identification test method suitable for combination of internal field and external field of electromechanical product
CN110907725A (en) * 2019-11-20 2020-03-24 北京航空航天大学 Electronic product accelerated life test method based on fault behaviors
CN110907725B (en) * 2019-11-20 2020-10-09 北京航空航天大学 Electronic product accelerated life test method based on fault behaviors
CN111208364A (en) * 2019-12-17 2020-05-29 中国人民解放军92942部队 Comprehensive stress reliability accelerated test method based on multiple models
CN111208364B (en) * 2019-12-17 2022-05-03 中国人民解放军92942部队 Comprehensive stress reliability accelerated test method based on multiple models
CN111413953A (en) * 2020-04-10 2020-07-14 西安航空制动科技有限公司 Method for determining vibration test parameters of brake control device
CN111752243A (en) * 2020-06-12 2020-10-09 中国电子产品可靠性与环境试验研究所((工业和信息化部电子第五研究所)(中国赛宝实验室)) Production line reliability testing method and device, computer equipment and storage medium
CN111752243B (en) * 2020-06-12 2021-10-15 中国电子产品可靠性与环境试验研究所((工业和信息化部电子第五研究所)(中国赛宝实验室)) Production line reliability testing method and device, computer equipment and storage medium
CN112131726A (en) * 2020-09-10 2020-12-25 中国航天标准化研究所 Reliability test acceleration factor calculation method based on accumulated damage model
CN112131726B (en) * 2020-09-10 2022-11-29 中国航天标准化研究所 Reliability test acceleration factor calculation method based on accumulated damage model
CN112710690A (en) * 2020-12-17 2021-04-27 武汉船舶通信研究所(中国船舶重工集团公司第七二二研究所) Method for determining acceleration factor in accelerated life test and application
CN114429060A (en) * 2021-12-02 2022-05-03 中国兵器科学研究院宁波分院 Method for assessing structure dislocation failure and service life prediction in fatigue vibration
CN114414463A (en) * 2021-12-28 2022-04-29 北京遥感设备研究所 Long-term storage stability verification method for aluminum-based composite material optical system
CN114414463B (en) * 2021-12-28 2023-11-14 北京遥感设备研究所 Long-term storage stability verification method for aluminum-based composite material optical system

Also Published As

Publication number Publication date
CN104392073B (en) 2017-10-27

Similar Documents

Publication Publication Date Title
CN104392073A (en) Electronic product reliability accelerated test method based on failure physics
CN103983412A (en) Avionic device operating modal measuring method for vibration finite element model correction
CN106529090A (en) Evaluation method of reliability of aerospace electronic product
CN104462700A (en) Electronic product reliability simulation test method based on physics of failure
CN104820747A (en) Simulation-based direct current-direct current (DC-DC) switching power supply fault prediction method
CN105182964B (en) Code reading card diagnoses the method, apparatus and diagnostic device of vehicle modules
CN113286233B (en) Loudspeaker simulation method, loudspeaker simulation device, loudspeaker and electronic equipment
CN105138770B (en) Space product Reliablility simulation appraisal procedure based on indirect characteristic quantities
CN105786678A (en) Relevance model-based testability prediction method
KR20120101873A (en) Prediction apparatus and method for electromagnetic radiated emission of cable
CN110879351A (en) Fault diagnosis method for non-linear analog circuit based on RCCA-SVM
CN111581763A (en) Method for evaluating diagnosis result of gas circuit fault of aircraft engine
CN114218778A (en) Method and device for analyzing sonic boom test data
CN109657260B (en) Turbine rotor system reliability distribution method considering failure correlation
CN110888011B (en) In-situ test method and test device based on testability modeling
Moon et al. On the Breitung test for panel unit roots and local asymptotic power
CN104008246A (en) Vector fitting and balanced truncation method based electromagnetic compatible macro model modeling method
CN108664936B (en) Diagnosis method and system based on machine fault
Shou et al. cdfquantreg: An r package for cdf-quantile regression
Yuan et al. An integrated method for hardware FMEA of new electronic products
CN112733381B (en) Noise simulation method based on physical mechanism
CN115358286A (en) Helicopter vibration health state monitoring method
CN103577295A (en) Equipment test method and associated test tool and test system
US20100131143A1 (en) Method and system for automatic test data generation for lookup tables
RU2441271C1 (en) Method to generate tests for control of operability and diagnostics of faulty equipment

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CB03 Change of inventor or designer information

Inventor after: Ren Zhanyong

Inventor after: Wang Xin

Inventor after: Chen Xin

Inventor after: Sun Ruifeng

Inventor after: Li Xiang

Inventor after: Du Xin

Inventor before: Ren Zhanyong

Inventor before: Wang Xin

Inventor before: Chen Xin

Inventor before: Sun Ruifeng

Inventor before: Li Xiang

Inventor before: Wang Liyuan

Inventor before: Du Xin

CB03 Change of inventor or designer information