• 제목/요약/키워드: pavement performance

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Application of Markov Chains and Monte Carlo Simulations for Pavement Construction Engineering

  • Nega, Ainalem;Gedafa, Daba
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.1043-1050
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    • 2022
  • Markov chains and Monte Carlo Simulation were applied to account for the probabilistic nature of pavement deterioration over time using data collected in the field. The primary purpose of this study was to evaluate pavement network performance of Western Australia (WA) by applying the existing pavement management tools relevant to WA road construction networks. Two approaches were used to analyze the pavement networks: evaluating current pavement performance data to assess WA State Road networks and predicting the future states using past and current pavement data. The Markov chains process and Monte Carlo Simulation methods were used to predicting future conditions. The results indicated that Markov chains and Monte Carlo Simulation prediction models perform well compared to pavement performance data from the last four decades. The results also revealed the impact of design, traffic demand, and climate and construction standards on urban pavement performance. This study recommends an appropriate and effective pavement engineering management system for proper pavement design and analysis, preliminary planning, future pavement maintenance and rehabilitation, service life, and sustainable pavement construction functionality.

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A Case Study of Asphalt Pavement Construction Quality Assurance Using the Quality Related Specification Software

  • Jeong, M. Myung;Jung, Younghan
    • Journal of Construction Engineering and Project Management
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    • 제6권3호
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    • pp.14-21
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    • 2016
  • One of the major issues in the material-based or acceptance quality characteristics asphalt pavement Quality Assurance (QA) is that the method does not have rationality to link between the individual materials and the projected performance of the pavement. A new asphalt mix QA method has been recently developed under a national research project using the probabilistic Performance Related Specification (PRS). This advanced PRS QA methodology integrates the AASHTOWare Pavement ME Design$^{(R)}$ technology with the simple performance test concept that bridges the material characteristics with the pavement performance. This paper presents a case study of asphalt pavement performance using the developed PRS QA computer program, named Quality Related Specification Software (QRSS), with an actual pavement project, to demonstrate the developed PRS procedure and to assess the robustness of QRSS in terms of the rationality of the distress predictions. The results of this limited case study show that the new PRS QA method reasonably predicts the pavement performance, properly applied the probabilistic methods, and produced rational pay adjustment.

Comparison of Database Models for Developing a Pavement Performance Analysis System

  • Choi Jae-ho
    • 한국건설관리학회논문집
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    • 제5권4호
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    • pp.79-86
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    • 2004
  • One of the most difficult tasks in pavement management information systems is establishing the links between performance measures of a structure and the design and construction inputs. In-situ pavement performance can be considered a response variable to many project input variables, such as design, construction, and traffic loading effects. If we are to fully understand the component of pavement performance and specify the inputs through design and construction specifications to achieve that performance we must develop quantitative relationship between input and response variables through a scientific, fully integrated Pavement Performance Analysis System (PPAS). Hence, the objective of this study is to design a database model required for developing an effective database template that will allow analysis of pavement performance measures based on design and construction information linked by location. In order to select the most appropriate database model, a conceptual database model (Entity Relationship Model) and dimensional model, which is believed to be the most effective modeling technique for data warehouse project, are designed and compared. It is believed that other state highway agencies could adopt the proposed design strategy for implementing a PPAS at the discretion of the state highway agencies.

인터로킹 블록포장의 저속도로 적용성 평가 (Performance Evaluation of Interlocking Block Pavement for Low Speed Highway)

  • 임무광;류성우;이병태;조윤호
    • 한국도로학회논문집
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    • 제16권2호
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    • pp.1-9
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    • 2014
  • PURPOSES : This study aims to evaluate the performance of interlocking block pavement system for low speed highway. METHODS : Through on-site monitoring, environmental impact assessment of interlocking block pavement such as heat island reduction, traffic safety, noise pollution were evaluated as compared with asphalt pavement. Also the pavement condition and roughness were evaluated according to performance period. RESULTS : Surface temperature of interlocking block pavement was about 7 degree lower than asphalt pavement in midsummer. Compared to asphalt pavement, vehicle speed reduction effect of interlocking block pavement was about 2kph. For low speed driving, the noise pollution was measured at a similar level for both asphalt and interlocking block pavement. After 42month service period, the breakage of block was only 0.24% for the whole surveyed area. IRI of interlock block pavement was estimated within the range of 5~8m/km. CONCLUSIONS : Depending on the performance monitoring results such as heat island reduction, providing traffic safety and keeping a good pavement condition for a long service period, it assures that interlocking block pavement was applicable for low speed road.

제강슬래그와 폐아스팔트를 활용한 중온 아스팔트 포장의 거동 분석 (Experimental and Numerical Analysis of Warm Mix Asphalt Pavement prepared using Steel Slag and RAP)

  • 이호정;장동복;김현욱;김인태;김기병;이재훈
    • 한국도로학회논문집
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    • 제19권2호
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    • pp.55-65
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    • 2017
  • PURPOSES : This study aimed to analyze the experimental and numerical behavior of warm mix asphalt pavement prepared using steel slag and RAP and to conduct economic analysis of pavement construction. METHODS : For developing high performance asphalt pavement, we performed three evaluations: fundamental analysis, experimental testing, and 3D finite element analysis. In particular, 3D finite element analysis was conducted on several pavement structures by adopting the results of experimental tests. RESULTS : Through the various evaluations, it was established that steel slag was effective for use as asphalt mixture aggregate. Moreover, asphalt mixture constituting steel slag and RAP demonstrated higher performance behavior compared with conventionally used asphalt mixture. Furthermore, based on the 3D FE modeling, we established that the developed asphalt pavement constituting steel slag and RAP can be utilized for thin layer pavement with comparable performance behavior. CONCLUSIONS :Warm mix asphalt pavement prepared using steel slag and RAP is more competitive and economic compared to hot-mix asphalt pavement. Moreover, it can be applied for preparing thin layer asphalt pavements with reasonable performance. The developed warm mix asphalt pavement prepared using steel slag and RAP can be an alternative pavement type with competitive performance based on the reasonable economic benefit it provides.

성능 기준값 도출을 위한 재래식 도로절단기의 현장 절단성능 분석 (On-Site Cutting Performance Analysis of Conventional Pavement Cutter for Deriving Performance Standard Value)

  • 김균태
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.243-244
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    • 2023
  • Noise, dust, etc. caused by road pavement cutting work, which frequently occurs in new construction or reconstruction of buildings, construction of complexes, etc., are environmental hazards and cause civil complaints. Recently, an eco-friendly pavement cutter is being developed to make the work low in noise and dust, however, the on-site cutting performance of the equipment has not been quantified. In this study, in order to derive a standard value for comparing the cutting performance of the eco-friendly cutter under development, a conventional pavement cutter was applied to four residential sites in Seoul and Gyeonggi-do, and the cutting data was collected. As a result of analyzing the collected data, the conventional pavement cutter showed a cutting performance of 12.3 to 20.2 sec/m, and the average was 27.2 sec/m. In the future, additional cutting experiments with various mixing ratios, materials, and depths are planned to confirm the performance of conventional pavement cutter in more detail.

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성능보증제도를 적용한 일반국도 유지보수공사 시범사업 (Case Studies of a Performance-Based Contract for National Highway Pavement Maintenance)

  • 임재규;김용주;김명일;이재준
    • 한국도로학회논문집
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    • 제20권1호
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    • pp.1-8
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    • 2018
  • PURPOSES : Case studies of an asphalt-overlay project with a performance-based contract method were conducted on a national highway in Korea to evaluate the effect of the method on asphalt pavement maintenance. This study evaluated the procedure of the performance-based contract method. METHODS : In this study, an asphalt-pavement maintenance project for a national highway was assessed with a performance-based contract to investigate the advantage of the new contract procedures. This is the first trial applying the performance-based contract to a pavement-rehabilitation project in Korea. In the four case studies, the warranty period of the performance-based contract was designed for seven years. The research team monitored the construction site to compare the normal contract method with the performance-based contract method. The case studies' project sites were investigated after the end of the construction. RESULTS : Based on the limited case studies, the performance-based contract method could extend the service life of the asphalt pavement and reduce the pavement-maintenance budget because the quality control was well managed by the contractors. However, a few construction laws would be necessary to apply the performance-based contract method in the future. CONCLUSIONS : Using the performance-based contract, the construction company made great efforts to guarantee the warranty period and to apply the optimal maintenance method, based on the pavement distress condition. The contractor and the agency would need to understand the new performance-based contract system for it to be activated. Therefore, a proper education program for the performance-based contract system would be needed to educate the stakeholders regarding the procedures and their effects on the pavement management and maintenance.

포장상태 예측방법 개선에 관한 연구 (Development of Prediction Method for Highway Pavement Condition)

  • 박상욱;서영찬;정철기
    • 한국도로학회논문집
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    • 제10권3호
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    • pp.199-208
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    • 2008
  • 포장상태 예측은 의사결정과정에서 포장의 공용성능을 평가하고 사업대상구간의 우선순위를 선정하기 위한 적정한 정보를 제공해준다. 근래들어 현재의 포장상태가 장래에 어느 정도 저하되는지를 예측하려는 많은 접근이 있었으나 포장의 서비스수명을 적정히 예측하는 데에는 한계를 보여왔다. 본 논문에서는 포장상태 예측방법을 개선하기 위하여 포장상태 공용성모형과 포장상태 예측모형을 개발하였다. 공용성 모형은 실제 포장상태 분석결과를 회귀분석하여 포장의 종류별, 교통량별로 백분위 50%, 25%, 15%, 5%의 확률분포 모형을 도출한 것이다. 예측모형은 앞서 도출된 공용성모형 모형식을 기준으로 하여 대상구간 각각의 포장상태 측정값에 의해 포장상태 확률을 결정한다. 개발된 예측모형의 검증을 위하여 비교대상구간을 선정하였고, HPCI의 평균값 표준편차, 3.0이하 비율을 비교분석하였다. 이를 통하여 기존예측모형이 안고 있는 교통량, 재령, 현재 포장 상태를 고려하여 보다 현실에 부합되는 포장상태를 예측하는 방법을 제공하고자 한다.

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Evaluating the performance AASHTOWare's mechanistic-empirical approach for roller-compacted concrete roadways

  • Emin Sengun
    • Computers and Concrete
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    • 제33권4호
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    • pp.445-469
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    • 2024
  • The Federal Highway Administration (FHWA) has recommended the use of AASHTOWare Pavement Mechanistic-Empirical Design (PMED) software for Roller-Compacted Concrete (RCC) pavement design, but specific calibration for RCC is missing. This study investigates the software's capacity to predict the long-term performance of RCC roadways within the framework of conventional concrete pavement calibration. By reanalyzing existing RCC projects in several U.S. states: Colorado, Arkansas, South Carolina, Texas, and Illinois, the study highlights the need for specific calibration tailored to the unique characteristics of RCC. Field observations have emphasized occurrence of early distresses in RCC pavements, particularly transverse-cracking and joint-related issues. Despite data challenges, the AASHTOWare PMED software exhibits notable correlation between its long-term predictions and actual field performance in RCC roadways. This study stresses that RCC applications with insufficient joint spacing and thickness are prone to premature cracking. To enhance the accuracy of RCC pavement design, it is essential to discuss the inclusion of RCC as a dedicated rigid pavement option in AASHTOWare PMED. This becomes particularly crucial when the rising popularity of RCC roadways in the U.S. and Canada is considered. Such an inclusion would solidify RCC as a viable third option alongside Jointed Plain Concrete Pavements (JPCP) and Continuously Reinforced Concrete Pavements (CRCP) for design and deployment of rigid pavements. The research presents a roadmap for future calibration endeavors and advocates for the integration of RCC pavement as a distinct pavement type within the software. This approach holds promise for achieving more precise RCC pavement design and performance predictions.

확률적 포장 공용성 예측모델 개발 방법론 (Methodology of a Probabilistic Pavement Performance Prediction Model Based on the Markov Process)

  • 유평준;이동현
    • 한국도로학회논문집
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    • 제4권4호
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    • pp.1-12
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    • 2002
  • 포장유지관리체계는 신설포장의 공용 이후 포장 유지보수를 실시함에 있어 기술적으로 타당하고 경제적으로 효율적인 보수전락을 적용하는 것을 목표로 한다. 이를 위해서는 신뢰성 있는 포장공용성 예측모델을 필요로 한다. 본 연구에서는 마르코프 체인 이론에 기초한 확률적 포장공용성 예측 시스템을 제안하고, 아스팔트 포장으로의 적용상 문제점 등을 기술하였다. 본 연구 결과로서 아스팔트 포장의 공용성 예측을 위한 포장상태 전이행렬을 정의하였으며, 정량적인 포장공용 수명평가 결과를 제시하였다.

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