Results 1 to 10 of about 924 (115)

Improved model for pavement performance prediction based on recurrent neural network using LTPP database

International Journal of Transportation Science and Technology
Accurate pavement performance prediction plays a critical role in formulating maintenance and repair strategies for transportation departments, enabling the achievement of better pavement performance with limited financial resources.
Luchuan Chen, Hui Li, Shuo Wang, Fei Shan, Yuzhao Han, Guoqiang Zhong   +5 more
doaj   +3 more sources

Reliability Investigation of Pavement Performance Evaluation Based on Blind-Number Theory: A Confidence Model

Applied Sciences, 2023
The evaluation of in-service pavements’ performance is a complex system that encompasses a variety of uncertain factors. These uncertainties include random, fuzzy, gray, and unascertained information, and their interrelationships are intricate, making ...
Hui Wei, Yunyao Liu, Jue Li, Lihao Liu, Honglin Liu   +4 more
doaj   +3 more sources

Integrating Tensometer Measurements, Elastic Half-Space Modeling, and Long-Term Pavement Performance Data into a Mechanistic–Empirical Pavement Performance Model

Applied Sciences
Pavement performance models (PPMs) are utilized to predict pavement network conditions which is an essential part of any sustainable pavement management system (PMS).
Matúš Kozel, Ľuboš Remek, Katarína Ilovská, Grzegorz Mazurek, Przemysław Buczyński   +4 more
doaj   +3 more sources

Performance improvement model of cement pavement in seasonal-frost regions

Magazine of Civil Engineering, 2022
To effectively evaluate the performance improvement of cement pavement in seasonal frost regions, the typical diseases of cement concrete pavements in seasonal frost regions are proposed through the analysis of measured data, and the influence factors of
Zhao Qianqian, Fu Qiang, Zhang Hetong, Wang Jianwu   +3 more
doaj   +1 more source

Developing Pavement Performance Functions for Palestinian Roadway Network [PDF]

مجلة جامعة النجاح للأبحاث العلوم الطبيعية, 2007
The measurement and prediction of pavement performance condition is an essential component of any pavement management system. In this paper, performance evaluation method for Palestinian roadways was developed.
Osama Abaza, Lana Shahein
doaj   +1 more source

Modeling of pavement roughness utilizing artificial neural network approach for Laos national road network

Journal of Civil Engineering and Management, 2022
The International Roughness Index (IRI) has become the reference scale for assessing pavement roughness in many highway agencies worldwide. This research aims to develop two Artificial Neural Network (ANN) models for Double Bituminous Surface Treatment ...
Mohamed Gharieb, Takafumi Nishikawa, Shozo Nakamura, Khampaseuth Thepvongsa   +3 more
doaj   +1 more source

Incep-FrictionNet-Based Pavement Texture Friction Level Classification Prediction Method

Lubricants, 2023
Pavement skid resistance is crucial for driving safety, and pavement texture significantly impacts skid resistance performance. To realize the application of pavement texture data in assessing pavement skid resistance performance, this paper proposes a ...
Guomin Xu, Xiuquan Lin, Shifa Wang, You Zhan, Jing Liu, He Huang   +5 more
doaj   +1 more source

Asphalt Pavement Acoustic Performance Model [PDF]

Sustainability, 2019
Low-noise pavements are used as an effective method of traffic noise mitigation. Low-noise pavements reduce the noise that arises due to interactions between tires and road surfaces (tire/road) via the implementation of three main components: low pavement roughness, negative pavement texture, and a high pavement air-void content.
Kleizienė, Rita, Šernas, Ovidijus, Vaitkus, Audrius, Simanavičienė, Rūta   +3 more
openaire   +2 more sources

Modeling Pavement Performance Based on LTPP Database for Flexible Pavements

Teknik Dergi, 2020
In many countries, incredible investments have been made in constructing roads that require conducting periodic evaluation and timely maintenance and rehabilitation (M&R) plan to keep the network operating under acceptable level of service.
Mostafa RADWAN, Mostafa ABO-HASHEMA, Moatafa HASHEM, Hamdy FAHEEM   +3 more
openaire   +3 more sources

Performance of Pavement Temperature Prediction Models

Applied Sciences, 2023
Appropriate asphalt binder selection is dependent on the correct determination of maximum and minimum pavement temperatures. Temperature prediction models have been developed to determine pavement design temperatures. Accordingly, accurate temperature prediction is necessary to ensure the correct design of climate-resilient pavements and for suitable ...
Angella Lekea, Wynand J. vdM. Steyn
openaire   +3 more sources