CN102505622A - Method for pavement condition nondestructive detection based on FWD - Google Patents

Method for pavement condition nondestructive detection based on FWD Download PDF

Info

Publication number
CN102505622A
CN102505622A CN2011103044775A CN201110304477A CN102505622A CN 102505622 A CN102505622 A CN 102505622A CN 2011103044775 A CN2011103044775 A CN 2011103044775A CN 201110304477 A CN201110304477 A CN 201110304477A CN 102505622 A CN102505622 A CN 102505622A
Authority
CN
China
Prior art keywords
fwd
modulus
pavement
deflection
measuring point
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.)
Pending
Application number
CN2011103044775A
Other languages
Chinese (zh)
Inventor
丛林
谢兆星
邱蒙
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.)
Tongji University
Original Assignee
Tongji University
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 Tongji University filed Critical Tongji University
Priority to CN2011103044775A priority Critical patent/CN102505622A/en
Publication of CN102505622A publication Critical patent/CN102505622A/en
Pending legal-status Critical Current

Links

Images

Landscapes

  • Investigating Strength Of Materials By Application Of Mechanical Stress (AREA)
  • Road Repair (AREA)

Abstract

The invention discloses a method for pavement condition nondestructive detection based on FWD, which comprises the following steps: 1) performing damage investigation of a pavement surface layer, determining surface layer damage when structural damage is observed on the pavement; 2) performing deflection detection by FWD, recording a deflection value of each testing point and performing correction; 3) determining whether the surface layer is damaged according to a surface modulus difference value between two adjacent testing points; 4) determining whether a base layer is damaged according to a curvature index and the surface modulus difference value between two adjacent testing points; 5) obtaining a subgrade modulus according to a deflection basin index. The technology can perform nondestructive detection of the condition of each structural layer of a semi-rigid base layer damaged pavement by FWD equipment, determine whether the pavement is intact without destroying the pavement structural layers, estimate the damage conditions of the semi-rigid base layer in advance, perform inverse calculation of the subgrade modulus, and determine whether the subgrade condition is good.

Description

Method based on FWD nondestructive testing pavement behavior
Technical field
The invention belongs to the Road Detection field, relate to a kind of pavement behavior detection method, especially a kind of method based on FWD nondestructive testing pavement behavior.
Background technology
Traditional pavement recapping generally is divided into surface layer according to the pavement destruction degree and overhauls with surface layer basic unit and overhaul jointly.Estimate and confirm that the degree of overhauling need have more accurately basic unit's situation even soil matrix situation.Traditional way is that the core of getting that diminishes formula detects, and perhaps after the surface layer milling, judges basic unit's extent of damage.Get the core method and detect comparatively complicatedly, and road pavement causes more badly damagedly, is difficult to the detection density that reaches enough; Judge basic unit's situation after the milling again, judged result is more accurate, but causes construction plan to lag behind, to the formulation of maintenance plan and arrange unfavorable.
One of major technique of utilizing FWD (Falling Weight Deflectometer, FWD) detection evaluation road surface is to utilize the deflection basin that records to carry out the modular inverse calculation of each deck, and using wider method has database method and iterative method.General achievement in research is all based on continuous layered system, for each layer modulus on intact road surface the quite good detecting result arranged.
External close has or not damage structure layer modular inverse calculation technological.Reverse calculation algorithms mainly contains database search method and iterative method.
1) basic principle of database search method: elder generation is according to the possible range of each layer thickness of road surface, material poisson's ratio and modulus of elasticity; Using the multilayer linear elastic theory calculates; Try to achieve the theoretical deflection basin under the various modulus combinations; And, utilize pattern search and lagrange-interpolation to confirm one group of modulus then with the form preservation of Theoretical Calculation result with database, make the calculating deflection basin the most approaching with the actual measurement deflection basin.The advantage of this method is to find the solution stable, rapid, has avoided " morbid state " problem in the back analysis.Its shortcoming is need set up corresponding database to the different road structure, does not have versatility, and it represents software is MODULUS.
2) iterative method is the method for studying at most at present.Its basic process is: define road surface layers of material characteristic; Use the deflection value of road surface mechanics Model Calculation corresponding to FWD device senses device position; And compare with actual deflection value, adjust each layer parameter of road surface in view of the above, reach minimum up to the error of calculating between deflection basin and the actual measurement deflection basin.The advantage of this method is that the inverse precision is high, is convenient to introduce various mechanics analysis model, is with good expansibility.Its shortcoming is to avoid the problem of initial value and local minimum.Representational software is MODCOMP3 and WESDEF etc.
But what said method utilized that the FWD deflection test detects that road structure solved is the inverse to the Research on Structural Modulus on intact road surface (road structure does not exist and causes the discontinuous damage of structure), estimates the structural strength on intact road surface.The deficiency that is faced is to differentiate the road surface and damages the order of severity that whether exists and damage.
Summary of the invention
The objective of the invention is to propose a kind of method, but facings, basic unit and soil layer are realized nondestructive testing based on FWD nondestructive testing pavement behavior.
For reaching above purpose, the solution that the present invention adopted is:
A kind of method based on FWD nondestructive testing pavement behavior, it may further comprise the steps:
1) the road pavement surface layer damages investigation, exists structural damage then to assert the surface layer damage if observation obtains the road surface;
2) carry out flexure with FWD and detect, write down the deflection value and the correction of each measuring point;
3), judge whether surface layer exists damage according to the surperficial modulus difference of adjacent two measuring points;
4), judge whether basic unit exists damage according to the surperficial modulus difference of curvature index and adjacent two measuring points;
5), try to achieve the value of soil modulus according to the deflection basin index.
Further, said step 2) correction of deflection value in, according to following formula correction,
Figure BDA0000097423420000021
Wherein, P is the actual loading that FWD detects; D is the pavement deflection value under the proof load effect; d PBe the pavement deflection value under the actual loading effect.
The surperficial modulus of adjacent two measuring points is respectively E in the said step 3) S (i-1)And E S (i), i=2,3 ..., 6, wherein, E S (i)Be the surperficial modulus at measuring point i place, E S (i-1)Surperficial modulus for measuring point i-1 place; And if E S (i-1)-E S (i)<0, judge that then there is damage in surface layer.
The surperficial modulus of adjacent two measuring points is respectively E in the said step 4) S (i-1)And E S (i), i=2,3 ..., 6, wherein, E S (i)Be the surperficial modulus at measuring point i place, E S (i-1)Surperficial modulus for measuring point i-1 place; The curvature index is CI 3=d 3-d 4, d 3, d 4Be respectively the table deflection value that FWD detects on the road at measuring point 3,4 places; And,
If CI 3<16 μ m judge that then basic unit is intact;
If CI 3>50 μ m or E S (i-1)-E S (i)<0, then judge basic unit's fritter cracking or loose;
If CI 3=16~50 μ m then judge basic unit's bulk cracking.
Said E S ( i ) = 2 Pa ( 1 - u 2 ) d 1 ( r 1 = 0 ) Pa 2 ( 1 - u 2 ) d i × r i F ( 1 2 , 1 2 ; 1 ; a 2 r i 2 ) ( r i ≥ a , i = 2,3 , . . . , 9 ) , Wherein:
F ( 1 2 ; 1 2 ; 1 ; a 2 r i 2 ) = 1 + 0.125 ( a r ) 2 + 0.047 ( a r ) 4 + 0.024 ( a r ) 6 + 0.015 ( a r ) 8 - · · · ; d 1Be the road table deflection value of load center, d iBe the road sign deflection value at measuring point i place, r iBe the distance of measuring point i apart from the load center, p is an evenly distributed load, and a is the loaded plate radius, and u is the poisson's ratio of soil.
The deflection basin index is CI7 and F8 in the said step 5),
Figure BDA0000097423420000032
Wherein, k 1, k 2Be respectively regression coefficient, its value is relevant with soil modulus, according to k 1, k 2Confirm the value of soil modulus with the relation of soil modulus.
Said k 1, k 2As shown in the table with the relation of soil modulus
Said deflection basin index CI 7=d 7-d 8, D wherein iBe the road table deflection value at measuring point i place, i=1,2 ..., 9.
Owing to adopted such scheme; The present invention has following characteristics: the present invention can carry out nondestructive testing through FWD facings, basic unit and soil matrix; And in actual application, develop handling procedure and not only can reduce workload and intractability, and improved the efficient of road surface structare layer status evaluation greatly.
Description of drawings
Fig. 1 is the flow chart of the inventive method.
Fig. 2 is the deflection basin index CI among the present invention 7And F 8Graph of a relation.
Fig. 3 is the deal with data flow process figure of the inventive method.
Fig. 4 calculates surface modes amount difference figure as a result in the embodiment of the invention.
Fig. 5 is embodiment of the invention mean curvature index CI 3Figure as a result.
The specific embodiment
Below in conjunction with the accompanying drawing illustrated embodiment the present invention is further described.
Research of the present invention is based on that Pavement on Semi-rigid Type Base carries out, and result of study also is only applicable to the Pavement on Semi-rigid Type Base structure.
(1) road surface breakage evaluation
When serious discontinuous situation appears in asphalt surface course, the flexure of FWD will occur irregularly shaped.When existing through crack or intermediate layer loose in the road structure, the surface modes discharge curve will appear irregularly shaped, and surperficial modulus reduces along with the increase apart from load centre distance increases afterwards earlier.So E S (i-1)-E S (i)<0, i=2,3 ..., 6, wherein, E S (i)Be the surperficial modulus at measuring point i place, Mpa; E S (i-1)Be the surperficial modulus at measuring point i-1 place, Mpa can be used as and judges whether road surface structare layer runs through cracking and the loose standard in intermediate layer.
Therefore, at first road pavement just surface layer carry out naked-eye observation investigation, have cracking if find the road surface, assert that so surface layer structure damages; Detect through FWD again,, will judge that this measuring point is a breaking point if minus situation appears in above-mentioned surperficial modulus difference.
(2) basic unit's situation is judged:
Through surface modes figureofmerit E S (i)With curvature index CI 3Estimate.E S (i)Be the surperficial modulus at measuring point i place, Mpa; CI 3=d 3-d 4, d 3, d 4Be respectively the road table deflection value at FWD measuring point 3,4 places.
Surface modes figureofmerit E S (i)Design formulas following
E S ( i ) = 2 pa ( 1 - u 2 ) d 1 ( r 1 = 0 ) pa 2 ( 1 - u 2 ) d i × r i F ( 1 2 , 1 2 ; 1 ; a 2 r i 2 ) ( r i ≥ a , i = 2,3 , . . . , 9 ) - - - ( 1 )
In the formula:
F ( 1 2 ; 1 2 ; 1 ; a 2 r i 2 ) = 1 + 0.125 ( a r ) 2 + 0.047 ( a r ) 4 + 0.024 ( a r ) 6 + 0.015 ( a r ) 8 - · · · ;
E S (i)Be the surperficial modulus at measuring point i place, Mpa; d 1Be the road table deflection value of load center, cm; d iBe the road sign deflection value at measuring point i place, cm; r iBe the distance of measuring point i apart from the load center, cm; P is an evenly distributed load, 0.7Mpa; A is the loaded plate radius, 15cm; U is the poisson's ratio of soil, and general with 0.2 or 0.3 on the engineering, concrete available experiment is confirmed.
The criterion of basic unit's situation:
Serviceable condition is meant that road structure is complete, and is in good condition; The bulk cracking is meant that semi-rigid type base is chipping, but cracked size is bigger, for semi-rigid type base, also belongs to normal condition; And fritter cracking surface, semi-rigid type base occurs than fine grained chippings, and base layer structure damages more serious.
Table 1. basic unit state criterion
Figure BDA0000097423420000051
(3) the soil modulus inverse is theoretical
Because deflection basin index CI 7With F 8Be power function relationship (Fig. 1):
CI 7 = k 1 ( F 8 k 2 ) - - - ( 2 )
In the formula: k 1, k 2Be respectively regression coefficient, its value is relevant with soil modulus.
Get k under the situation of different value in soil modulus 1, k 2Like following table:
Table 2. regression coefficient k 1, k 2
Wherein, CI 7=d 7-d 8,
Figure BDA0000097423420000054
(d i, i=1,2 ..., 9 is the road table deflection value at FWD measuring point i place, μ m.)
Because there is above-mentioned CI 7And F 8Relation, as long as after actual measurement goes out the FWD data of this point, calculate the CI of this point according to data measured 7And F 8Value confirms table 2 which it meets, and soil modulus is exactly that the pairing soil modulus that meets.And show that through research pavement cracking and interlayer slip are very little to the influence of above-mentioned relation.
Said method has solved: judge through the processing that FWD is detected data whether the road surface exists breakage 1.; 2. the deck modular inverse calculation technology that under the intact situation in road surface, can utilize in the background technology to be mentioned is estimated.There is breakage if judged result is the road surface, then utilizes the curvature index, the surface modes figureofmerit that propose among the present invention that the damage situation of basic unit is estimated; 3. the soil modulus reverse calculation algorithms that not influenced by road surface breakage has also been proposed.The state evaluation of surface layer, basic unit and soil matrix through above 3 Pavement on Semi-rigid Type Base that solve respectively is applicable to semi-rigid asphalt pavement, can foundation be provided for the maintenance of surface and the regulation plan in later stage.
Below in conjunction with embodiment method of the present invention is explained in detail.
As shown in Figure 1, at first the historical investigation of road surface breakage, maintenance is carried out in the highway section, the pavement disease investigation is the road surface condition survey of highway maintenance stage routine property, this present invention's pavement investigation is main with the damage of road structure property, like cracking, loose, depression etc.Investigation result is added up in application form, as one of foundation of the intact deciding degree in follow-up road surface.
Secondly, carrying out the FWD flexure detects.This flexure of accurate recording detects pile No., and the initial data that FWD measures each measuring point of gained comprises hammering number, D (1), D (2), D (3), D (4), D (5), D (6), D (7), D (8), D (9), kPa, kN, environment, road table, artificial, burst length information.
Utilize the load correction that the deflection basin under the effect of carrying of nonstandard fiducial axis is converted into the standard deflection basin under the standard axle load, formula is following:
d = d P × ( 50 P ) 0.98 - - - ( 3 )
In the formula: P is the actual loading that FWD detects, kN; D is the pavement deflection value under proof load (50kN) effect, μ m; d PBe the pavement deflection value under the actual loading effect, μ m.
Actual measurement highway section period is 262100~239156 can combine the E that calculates among factual survey result and Fig. 4 S (i-1)-E S (i)Whether judge less than 0 whether the road surface is damaged.Specifically, according to road surface breakage investigation discovery pavement cracking is arranged, promptly no matter pass through the E that the surface modes figureofmerit calculates if detect pile No. place, track S (i-1)-E S (i)Whether the result will here be labeled as top course breakage greater than 0; If in the road surface breakage investigation, demarcate this pile No. place through crack is not arranged, but the E that when gauging surface modulus index, obtains S (i-1)-E S (i)The result thinks still that then there is structural failure in surface layer here, but possibly not be through to the surface less than 0.Have only in the damaged investigation of road conditions and do not have disrepair phenomenon, and E S (i-1)-E S (i)The result is not less than 0 situation and assert that just top course is intact road surface here.
Continue to calculate the CI of each point for damaged road surface 3Index utilizes the criterion in the table 1 to judge this basic unit's state, result such as Fig. 5 then.Can find out that by figure locating basic unit's situation at 261337,261304,261,134 3 is fritter cracking or loose.
The inverse of soil modulus takes to calculate the CI of each point 7And F 8Value is then to CI under 70Mpa, 125Mpa, 150Mpa, 175Mpa, 225Mpa, 250Mpa, 275Mpa and the 300Mpa 7And F 8Relation curve carries out inserting in 2 times.
The above-mentioned description to embodiment is can understand and use the present invention for ease of the those of ordinary skill of this technical field.The personnel of skilled obviously can easily make various modifications to these embodiment, and needn't pass through performing creative labour being applied in the General Principle of this explanation among other embodiment.Therefore, the invention is not restricted to the embodiment here, those skilled in the art are according to announcement of the present invention, and not breaking away from the improvement that category of the present invention makes and revise all should be within protection scope of the present invention.

Claims (8)

1. method based on FWD nondestructive testing pavement behavior, it is characterized in that: it may further comprise the steps:
1) the road pavement surface layer damages investigation, exists structural damage then to assert the surface layer damage if observation obtains the road surface;
2) carry out flexure with FWD and detect, write down the deflection value and the correction of each measuring point;
3), judge whether surface layer exists damage according to the surperficial modulus difference of adjacent two measuring points;
4), judge whether basic unit exists damage according to the surperficial modulus difference of curvature index and adjacent two measuring points;
5), try to achieve the value of soil modulus according to the deflection basin index.
2. the method based on FWD nondestructive testing pavement behavior as claimed in claim 1 is characterized in that:
Said step 2) correction of deflection value in, according to following formula correction,
Figure FDA0000097423410000011
Wherein, P is the actual loading that FWD detects; D is the pavement deflection value under the proof load effect; d PBe the pavement deflection value under the actual loading effect.
3. the method based on FWD nondestructive testing pavement behavior as claimed in claim 1 is characterized in that:
The surperficial modulus of adjacent two measuring points is respectively E in the said step 3) S (i-1)And E S (i), i=2,3 ..., 6, wherein, E S (i)Be the surperficial modulus at measuring point i place, E S (i-1)Surperficial modulus for measuring point i-1 place; And if ES (i-1)-ES (i)<0, judge that then there is damage in surface layer.
4. the method based on FWD nondestructive testing pavement behavior as claimed in claim 1 is characterized in that:
The surperficial modulus of adjacent two measuring points is respectively E in the said step 4) S (i-1)And E S (i), i=2,3 ..., 6, wherein, E S (i)Be the surperficial modulus at measuring point i place, E S (i-1)Surperficial modulus for measuring point i-1 place; The curvature index is CI 3=d 3-d 4, d 3, d 4Be respectively the table deflection value that FWD detects on the road at measuring point 3,4 places; And,
If CI 3<16 μ m judge that then basic unit is intact;
If CI 3>50 μ m or E S (i-1)-E S (i)<0, then judge basic unit's fritter cracking or loose;
If CI 3=16~50 μ m then judge basic unit's bulk cracking.
5. like claim 3 or 4 described methods, it is characterized in that based on FWD nondestructive testing pavement behavior:
Said E S ( i ) = 2 Pa ( 1 - u 2 ) d 1 ( r 1 = 0 ) Pa 2 ( 1 - u 2 ) d i × r i F ( 1 2 , 1 2 ; 1 ; a 2 r i 2 ) ( r i ≥ a , i = 2,3 , . . . , 9 ) , Wherein:
F ( 1 2 ; 1 2 ; 1 ; a 2 r i 2 ) = 1 + 0.125 ( a r ) 2 + 0.047 ( a r ) 4 + 0.024 ( a r ) 6 + 0.015 ( a r ) 8 - · · · ; d 1Be the road table deflection value of load center, d iBe the road sign deflection value at measuring point i place, r iBe the distance of measuring point i apart from the load center, p is an evenly distributed load, and a is the loaded plate radius, and u is the poisson's ratio of soil.
6. the method based on FWD nondestructive testing pavement behavior as claimed in claim 1 is characterized in that: the deflection basin index is CI in the said step 5) 7With F 8,
Figure FDA0000097423410000022
Wherein, k 1, k 2Be respectively regression coefficient, its value is relevant with soil modulus, according to k 1, k 2Confirm the value of soil modulus with the relation of soil modulus.
7. the method based on FWD nondestructive testing pavement behavior as claimed in claim 6 is characterized in that:
Said k 1, k 2As shown in the table with the relation of soil modulus
Figure FDA0000097423410000023
8. the method based on FWD nondestructive testing pavement behavior as claimed in claim 6 is characterized in that: said deflection basin index CI 7=d 7-d 8,
Figure FDA0000097423410000024
D wherein iBe the road table deflection value at measuring point i place, i=1,2 ..., 9.
CN2011103044775A 2011-10-10 2011-10-10 Method for pavement condition nondestructive detection based on FWD Pending CN102505622A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2011103044775A CN102505622A (en) 2011-10-10 2011-10-10 Method for pavement condition nondestructive detection based on FWD

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2011103044775A CN102505622A (en) 2011-10-10 2011-10-10 Method for pavement condition nondestructive detection based on FWD

Publications (1)

Publication Number Publication Date
CN102505622A true CN102505622A (en) 2012-06-20

Family

ID=46217751

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2011103044775A Pending CN102505622A (en) 2011-10-10 2011-10-10 Method for pavement condition nondestructive detection based on FWD

Country Status (1)

Country Link
CN (1) CN102505622A (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103643621A (en) * 2013-12-19 2014-03-19 南京理工技术转移中心有限公司 Pavement deflection full-field laser detection method and system
CN104631292A (en) * 2014-12-17 2015-05-20 山西省交通科学研究院 Roadbed rebound modulus testing method based on double-rear-axle inspection car
CN104727207A (en) * 2015-03-31 2015-06-24 东南大学 Structural maintenance and design method of semi-rigid base-layer asphalt pavement
CN105780632A (en) * 2016-02-29 2016-07-20 南京林业大学 Test method for ravelling degree of water drainage pavement
CN105803909A (en) * 2016-03-24 2016-07-27 北京国道通公路设计研究院股份有限公司 Evaluation method for damage condition of bituminous pavement semi-rigid base course
CN107389477A (en) * 2017-06-14 2017-11-24 东南大学 A kind of Layer Modulus of Asphalt Pavement reverse calculation algorithmses
CN108375511A (en) * 2018-02-12 2018-08-07 广州肖宁道路工程技术研究事务所有限公司 Pavement structure parameter acquiring method and system, storage medium and equipment
CN108416089A (en) * 2018-01-29 2018-08-17 同济大学 A kind of method of airport rigid pavement structural parameters inverting
CN108414371A (en) * 2018-03-19 2018-08-17 昆山市建设工程质量检测中心 A kind of lossless detection method of asphalt pavement crack situation
CN108589491A (en) * 2018-05-30 2018-09-28 同济大学 The method of depth is set for the rigid layer of Layer Modulus of Asphalt Pavement inverting
CN109799155A (en) * 2019-01-22 2019-05-24 北京市道路工程质量监督站(北京市公路工程质量检测中心) A kind of existing bituminous pavement damage detecting method
CN110110495A (en) * 2019-06-10 2019-08-09 交通运输部公路科学研究所 A kind of reverse calculation algorithms synchronizing determining asphalt pavement structural layer modulus and asphalt surface course Poisson's ratio
CN110348153A (en) * 2019-07-17 2019-10-18 上海市城市建设设计研究总院(集团)有限公司 A kind of composite pavement damage method of discrimination
CN110362930A (en) * 2019-07-17 2019-10-22 上海市城市建设设计研究总院(集团)有限公司 A kind of Asphalt Pavement Base damage method of discrimination based on deflection basin parameter
CN110765691A (en) * 2019-11-05 2020-02-07 交通运输部公路科学研究所 Four-layer pavement modulus back calculation method based on geometrical characteristics of FWD deflection basin
CN112681179A (en) * 2020-12-17 2021-04-20 东南大学 Pavement structure stress detection and maintenance early warning method based on intelligent particle structure

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040162187A1 (en) * 2003-02-18 2004-08-19 Nissan Motor Co., Ltd. Brake control apparatus
CN1576817A (en) * 2004-09-07 2005-02-09 长安大学 Modulus anti-inference method for rock-fill roadbed
CN101261263A (en) * 2007-03-09 2008-09-10 郑州大学 Roadbed defect recognition and high polymer grouting rapid reinforcement technology
CN101261264A (en) * 2007-03-09 2008-09-10 郑州大学 Semi-rigid base layer disease detection and high polymer grouting rapid servicing technology

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040162187A1 (en) * 2003-02-18 2004-08-19 Nissan Motor Co., Ltd. Brake control apparatus
CN1576817A (en) * 2004-09-07 2005-02-09 长安大学 Modulus anti-inference method for rock-fill roadbed
CN101261263A (en) * 2007-03-09 2008-09-10 郑州大学 Roadbed defect recognition and high polymer grouting rapid reinforcement technology
CN101261264A (en) * 2007-03-09 2008-09-10 郑州大学 Semi-rigid base layer disease detection and high polymer grouting rapid servicing technology

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》 20101115 毛杰 基于落锤式弯沉仪数据反演的碎石化路面沥青加铺层结构特征分析 , 第11期 *
庄海清: "FWD检测技术在路面养护工程中的应用", 《中国市政工程》 *
毛杰: "基于落锤式弯沉仪数据反演的碎石化路面沥青加铺层结构特征分析", 《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》 *
裴飞鹏等: "便携式落锤弯沉仪与贝克曼梁在路基检测中的相关关系研究", 《内蒙古公路与运输》 *

Cited By (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103643621B (en) * 2013-12-19 2016-01-20 南京理工技术转移中心有限公司 Pavement deflection whole audience laser detecting method and detection system
CN103643621A (en) * 2013-12-19 2014-03-19 南京理工技术转移中心有限公司 Pavement deflection full-field laser detection method and system
CN104631292A (en) * 2014-12-17 2015-05-20 山西省交通科学研究院 Roadbed rebound modulus testing method based on double-rear-axle inspection car
CN104727207A (en) * 2015-03-31 2015-06-24 东南大学 Structural maintenance and design method of semi-rigid base-layer asphalt pavement
CN104727207B (en) * 2015-03-31 2016-08-17 东南大学 A kind of semi-rigid base asphalt pavement structure maintenance method for designing
CN105780632A (en) * 2016-02-29 2016-07-20 南京林业大学 Test method for ravelling degree of water drainage pavement
CN105803909A (en) * 2016-03-24 2016-07-27 北京国道通公路设计研究院股份有限公司 Evaluation method for damage condition of bituminous pavement semi-rigid base course
CN107389477B (en) * 2017-06-14 2019-08-20 东南大学 A kind of Layer Modulus of Asphalt Pavement reverse calculation algorithms
CN107389477A (en) * 2017-06-14 2017-11-24 东南大学 A kind of Layer Modulus of Asphalt Pavement reverse calculation algorithmses
CN108416089A (en) * 2018-01-29 2018-08-17 同济大学 A kind of method of airport rigid pavement structural parameters inverting
CN108416089B (en) * 2018-01-29 2021-09-14 同济大学 Method for inverting structural parameters of rigid pavement of airport
CN108375511A (en) * 2018-02-12 2018-08-07 广州肖宁道路工程技术研究事务所有限公司 Pavement structure parameter acquiring method and system, storage medium and equipment
CN108414371B (en) * 2018-03-19 2020-07-17 昆山市建设工程质量检测中心 Nondestructive testing method for asphalt pavement crack condition
CN108414371A (en) * 2018-03-19 2018-08-17 昆山市建设工程质量检测中心 A kind of lossless detection method of asphalt pavement crack situation
CN108589491A (en) * 2018-05-30 2018-09-28 同济大学 The method of depth is set for the rigid layer of Layer Modulus of Asphalt Pavement inverting
CN109799155A (en) * 2019-01-22 2019-05-24 北京市道路工程质量监督站(北京市公路工程质量检测中心) A kind of existing bituminous pavement damage detecting method
CN109799155B (en) * 2019-01-22 2021-10-19 北京市道路工程质量监督站(北京市公路工程质量检测中心) Existing asphalt pavement damage detection method
CN110110495A (en) * 2019-06-10 2019-08-09 交通运输部公路科学研究所 A kind of reverse calculation algorithms synchronizing determining asphalt pavement structural layer modulus and asphalt surface course Poisson's ratio
CN110110495B (en) * 2019-06-10 2022-11-25 交通运输部公路科学研究所 Inverse calculation method for synchronously determining asphalt pavement structure layer modulus and asphalt surface layer Poisson ratio
CN110348153A (en) * 2019-07-17 2019-10-18 上海市城市建设设计研究总院(集团)有限公司 A kind of composite pavement damage method of discrimination
CN110362930A (en) * 2019-07-17 2019-10-22 上海市城市建设设计研究总院(集团)有限公司 A kind of Asphalt Pavement Base damage method of discrimination based on deflection basin parameter
CN110348153B (en) * 2019-07-17 2023-10-17 上海市城市建设设计研究总院(集团)有限公司 Composite pavement damage judging method
CN110765691A (en) * 2019-11-05 2020-02-07 交通运输部公路科学研究所 Four-layer pavement modulus back calculation method based on geometrical characteristics of FWD deflection basin
CN110765691B (en) * 2019-11-05 2023-10-03 交通运输部公路科学研究所 Four-layer pavement modulus back calculation method based on FWD deflection basin geometric features
CN112681179A (en) * 2020-12-17 2021-04-20 东南大学 Pavement structure stress detection and maintenance early warning method based on intelligent particle structure

Similar Documents

Publication Publication Date Title
CN102505622A (en) Method for pavement condition nondestructive detection based on FWD
US8892367B2 (en) Determination of subgrade modulus and stiffness of pavement layers for measurement of bearing capacity under fast moving wheel load
Yiqiu et al. Quality control of asphalt pavement compaction using fibre Bragg grating sensing technology
US8596116B2 (en) Triangulation of pavement deflections using more than four sensors
Vancura et al. Structural analysis of pervious concrete pavement
Zhou et al. Effect on bridge load effects of vehicle transverse in-lane position: A case study
CN108414371A (en) A kind of lossless detection method of asphalt pavement crack situation
Nam et al. Rehabilitation assessment of jointed concrete pavement using the rolling dynamic deflectometer and ground penetrating radar
CN104215365A (en) Pavement structure layer internal shearing stress testing sensor and embedding technology and application thereof
CN108981657B (en) Monitoring and analyzing method for peat soil soft soil roadbed settlement
Shaban et al. Performance characterization of unsaturated granular soils using static and dynamic plate load test
Kumar et al. Evaluation of flexural fatigue behavior of two layered asphalt beams with geosynthetic interlayers using digital image correlation
CN109142155B (en) Road interface characteristic testing device and method
Bertulienė Assessment, research and use of methods for determining the strength of base courses of road pavement structure
Narnoli et al. Feasibility of lightweight deflectometer measured surface deflection on flexible pavement for quality assessment
Chen et al. Effect of tie bars on the field performance of full-depth repair on concrete pavement
Chen et al. Utilizing advanced characterization tools to prevent reflective cracking
Seo A full scale in situ evaluation of strain characteristics at highway flexible pavement sections
Nihei et al. Remaining life estimation by fatigue damage sensor
Papagiannakis Mechanistic-empirical pavement design; A brief overview
Gkyrtis et al. Mechanistic Analysis of Asphalt Pavements in Support of Pavement Preservation Decision-Making. Infrastructures 2022, 7, 61
Fu et al. Behavior of reinforced concrete bridge decks on skewed steel superstructure under truck wheel loads
CN117196379A (en) Pavement rubblization construction quality detection method and system
Caprez et al. Test of WIM sensors and systems on an urban road
Mallela et al. Evaluation of longitudinal joint tie bar system.

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C02 Deemed withdrawal of patent application after publication (patent law 2001)
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20120620