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Original Articles

Stochastic Modeling of Pavement Performance

Pages 235-243 | Received 18 Jul 2002, Published online: 31 Jan 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (20)

Miaomiao Zhang, Hongren Gong, Rui Xiao, Xi Jiang, Yuetan Ma & Baoshan Huang. (2023) Life-cycle cost analysis of rehabilitation strategies for asphalt pavements based on probabilistic models. Road Materials and Pavement Design 24:1, pages 121-137.
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Tamina Tasmin, David Richards, Hussein Dia & James Wang. (2022) Development and evaluation of relationships between surface condition rating and objective pavement condition parameters. International Journal of Pavement Engineering 23:10, pages 3386-3397.
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Daeseok Han. (2022) Empirical evaluation of utility of anti-frost layer in pavement structure considering regional climate characteristics. International Journal of Pavement Engineering 23:8, pages 2821-2828.
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Fengdi Guo, Xingang Zhao, Jeremy Gregory & Randolph Kirchain. (2022) A weighted multi-output neural network model for the prediction of rigid pavement deterioration. International Journal of Pavement Engineering 23:8, pages 2631-2643.
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Saeid Alimoradi, Amir Golroo & Seyed Mohammad Asgharzadeh. (2022) Development of pavement roughness master curves using Markov Chain. International Journal of Pavement Engineering 23:2, pages 453-463.
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Vidhi Vyas, Ajit Pratap Singh & Anshuman Srivastava. (2021) Entropy-based fuzzy SWOT decision-making for condition assessment of airfield pavements. International Journal of Pavement Engineering 22:10, pages 1226-1237.
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Saleh Abu Dabous, Waleed Zeiada, Rami Al-Ruzouq, Khaled Hamad & Ghadeer Al-Khayyat. (2021) Distress-based evidential reasoning method for pavement infrastructure condition assessment and rating. International Journal of Pavement Engineering 22:4, pages 455-466.
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Amjad Issa & Franck Schoefs. (2020) Assessment of uncertainty propagation using first-order Markov chain for maintenance of pavement degradation. International Journal of Pavement Engineering 21:14, pages 1841-1852.
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Heriberto Pérez-Acebo, Nicolae Mindra, Alexandru Railean & Eduardo Rojí. (2019) Rigid pavement performance models by means of Markov Chains with half-year step time. International Journal of Pavement Engineering 20:7, pages 830-843.
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Khaled A. Abaza. (2018) Empirical-Markovian model for predicting the overlay design thickness for asphalt concrete pavement. Road Materials and Pavement Design 19:7, pages 1617-1635.
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André V. Moreira, Joaquim Tinoco, Joel R. M. Oliveira & Adriana Santos. (2018) An application of Markov chains to predict the evolution of performance indicators based on pavement historical data. International Journal of Pavement Engineering 19:10, pages 937-948.
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Susan Rose, Binu Sara Mathew, Kuncheria P. Isaac & A. S. Abhaya. (2018) Risk based probabilistic pavement deterioration prediction models for low volume roads. International Journal of Pavement Engineering 19:1, pages 88-97.
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Putu Mandiartha, Colin F. Duffield, Russell G. Thompson & Marcus R. Wigan. (2017) Measuring pavement maintenance effectiveness using Markov Chains analysis. Structure and Infrastructure Engineering 13:7, pages 844-854.
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Khaled A. Abaza. (2017) Empirical Markovian-based models for rehabilitated pavement performance used in a life cycle analysis approach. Structure and Infrastructure Engineering 13:5, pages 625-636.
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Khaled A. Abaza. (2017) Empirical approach for estimating the pavement transition probabilities used in non-homogenous Markov chains. International Journal of Pavement Engineering 18:2, pages 128-137.
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Khaled A. Abaza. (2016) Simplified staged-homogenous Markov model for flexible pavement performance prediction. Road Materials and Pavement Design 17:2, pages 365-381.
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Alessandra Bianchini. (2014) Thin asphalt pavement performance equation through direct computation of falling weight deflectometer-derived strains. International Journal of Pavement Engineering 15:9, pages 831-839.
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Oldřich Kropáč & Peter Múčka. (2008) Deterioration Model of Longitudinal Road Unevenness Based on its Power Spectral Density Indices. Road Materials and Pavement Design 9:3, pages 389-420.
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M. Sanchez-Silva, O. Arroyo, M. Junca, S. Caro & B. Caicedo. (2005) Reliability based design optimization of asphalt pavements. International Journal of Pavement Engineering 6:4, pages 281-294.
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Articles from other publishers (33)

Nader Karballaeezadeh, Ali Maaruof, Mohammadzadeh S. Danial, Sepehr Zamani & Mohammed Mudabbiruddin. (2023) Machine Learning Approaches for Detection/Classification and Prediction Purposes in Pavement Engineering Studies: An Overview. Machine Learning Approaches for Detection/Classification and Prediction Purposes in Pavement Engineering Studies: An Overview.
Aswani K. Haridas, Naga Siva Pavani Peraka & Krishna Prapoorna Biligiri. (2023) Structural Behavior Prediction Model for Asphalt Pavements: A Deep Neural Network Approach. Journal of Testing and Evaluation 51:2, pages 20210804.
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Maher Mahmood, Uthayasooriyan Anuraj, Senthan Mathavan & Mujib Rahman. (2023) A unified artificial neural network model for asphalt pavement condition prediction. Proceedings of the Institution of Civil Engineers - Transport 176:1, pages 14-24.
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Krishna Singh Basnet, Jagat Kumar Shrestha & Rabindranath Shrestha. (2023) Pavement performance model for road maintenance and repair planning: a review of predictive techniques. Digital Transportation and Safety 0:0, pages 1-14.
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Baoli Wei, Chengchao Guo & Miaoyi Deng. (2022) An Innovation of the Markov Probability Model for Predicting the Remaining Service Life of Civil Airport Rigid Pavements. Materials 15:17, pages 6082.
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Aihui Hu, Qiang Bai, Lin Chen, Siyuan Meng, Qihui Li & Zhiman Xu. (2022) A review on empirical methods of pavement performance modeling. Construction and Building Materials 342, pages 127968.
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Yunsheng Zhu, Jinxu Chen, Kaifeng Wang, Yong Liu & Yanting Wang. (2021) Research on Performance Prediction of Highway Asphalt Pavement Based on Grey–Markov Model. Transportation Research Record: Journal of the Transportation Research Board 2676:4, pages 194-209.
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Rita Justo-Silva, Adelino Ferreira & Gerardo Flintsch. (2021) Review on Machine Learning Techniques for Developing Pavement Performance Prediction Models. Sustainability 13:9, pages 5248.
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V. U. Rejani, Velayudhan Sunitha & Samson Mathew. (2020) Upgradation of pavement deterioration models for urban roads by non-hierarchical clustering. International Journal of Pavement Research and Technology 14:2, pages 243-251.
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Akira Tanimoto. (2021) Combinatorial Q-Learning for Condition-Based Infrastructure Maintenance. IEEE Access 9, pages 46788-46799.
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Yanshun Jia, Yunmeng Yang, Guoqiang Liu, Ying Gao, Tao Yang & Dongliang Hu. (2020) Reliability assessment of flexural fatigue failure of asphalt mixture: A new perspective. Construction and Building Materials 257, pages 119553.
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Taavi DettenbornAri HartikainenLeena Korkiala-Tanttu. (2020) Pavement Maintenance Threshold Detection and Network-Level Rutting Prediction Model Based on Finnish Road Data. Journal of Infrastructure Systems 26:2.
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Waleed Zeiada, Saleh Abu Dabous, Khaled Hamad, Rami Al-Ruzouq & Mohamad A. Khalil. (2020) Machine Learning for Pavement Performance Modelling in Warm Climate Regions. Arabian Journal for Science and Engineering 45:5, pages 4091-4109.
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Maher Mahmood, Mujib Rahman & Senthan Mathavan. (2020) Multi-Types of Flexible Pavement Deterioration Prediction Models. Multi-Types of Flexible Pavement Deterioration Prediction Models.
Amit Srivastava, Dharmendra Kumar Srivastava & Anil Kumar Misra. (2019) Spatial variability modeling and reliability analysis of flexible pavement through mechanistic–empirical model. Journal of Engineering, Design and Technology 17:6, pages 1129-1145.
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Maher MahmoodMujib Rahman & Senthan Mathavan. (2019) A multi-input deterioration-prediction model for asphalt road networks. Proceedings of the Institution of Civil Engineers - Transport 172:1, pages 12-23.
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Md Mostaqur Rahman, M. Majbah Uddin & Sarah L. Gassman. (2017) Pavement performance evaluation models for South Carolina. KSCE Journal of Civil Engineering 21:7, pages 2695-2706.
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Jan Mikolaj, Lubos Remek & Marian Macula. (2017) Asphalt Concrete Overlay Optimization Based on Pavement Performance Models. Advances in Materials Science and Engineering 2017, pages 1-10.
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Ufuk Kırbaş & Mustafa Karaşahin. (2016) Performance models for hot mix asphalt pavements in urban roads. Construction and Building Materials 116, pages 281-288.
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Jan Mikolaj, Frantisek Schlosser, Lubos Remek & Aurelia Chytcakova. (2015) Asphalt Concrete Mixtures: Requirements with regard to Life Cycle Assessment. Advances in Materials Science and Engineering 2015, pages 1-7.
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Animesh Das. 2014. Analysis of Pavement Structures. Analysis of Pavement Structures 157 192 .
Leslie Odartey MillsNii Attoh-Okine. (2014) Analysis of ground penetrating radar data using hierarchical Markov Chain Monte Carlo simulation. Canadian Journal of Civil Engineering 41:1, pages 9-16.
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Jih Chiang Lee, Jyh Dong Lin, Chin Rung Chiou & Han Yi Wang. (2013) A Performance-Specified and Reliability-Based Approach for Life-Cycle Cost Analysis of Long Term Pavement Maintenance Contracts. Advanced Materials Research 723, pages 721-728.
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Animesh Das. 2013. Proceedings of the International Symposium on Engineering under Uncertainty: Safety Assessment and Management (ISEUSAM - 2012). Proceedings of the International Symposium on Engineering under Uncertainty: Safety Assessment and Management (ISEUSAM - 2012) 345 354 .
Maria Cristina Mariani, Alessandra Bianchini & Paola Bandini. (2012) Normalized truncated Levy walk applied to flexible pavement performance. Transportation Research Part C: Emerging Technologies 24, pages 1-8.
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Leslie Nii Odartey MillsNii O. Attoh-OkineSue McNeil. (2012) Developing Pavement Performance Models for Delaware. Transportation Research Record: Journal of the Transportation Research Board 2304:1, pages 97-103.
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I. P. Mandiartha, C. F. Duffield & R. G. Thompson. 2012. Engineering Asset Management and Infrastructure Sustainability. Engineering Asset Management and Infrastructure Sustainability 599 611 .
Vighnesh P. DeshpandeIvan D. DamnjanovicPaolo Gardoni. (2010) Modeling Pavement Fragility. Journal of Transportation Engineering 136:6, pages 592-596.
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Khaled A. AbazaMaher M. Murad. (2010) Pavement Rehabilitation Project Ranking Approach Using Probabilistic Long-Term Performance Indicators. Transportation Research Record: Journal of the Transportation Research Board 2153:1, pages 3-12.
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Alessandra Bianchini & Paola Bandini. (2010) Prediction of Pavement Performance through Neuro-Fuzzy Reasoning. Computer-Aided Civil and Infrastructure Engineering 25:1, pages 39-54.
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Maryam Miradi, Andre A. A. Molenaar & Martin F. C. van de Ven. 2009. Intelligent and Soft Computing in Infrastructure Systems Engineering. Intelligent and Soft Computing in Infrastructure Systems Engineering 107 176 .
Khaled A. AbazaMaher M. Murad. (2007) Dynamic Probabilistic Approach for Long-Term Pavement Restoration Program with Added User Cost. Transportation Research Record: Journal of the Transportation Research Board 1990:1, pages 48-56.
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Khaled A. Abaza. (2006) Iterative Linear Approach for Nonlinear Nonhomogenous Stochastic Pavement Management Models. Journal of Transportation Engineering 132:3, pages 244-256.
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