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Original Articles

Prediction of Pavement Remaining Service Life Using Roughness Data—Case Study in Dubai

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Pages 121-129 | Received 29 Nov 2001, Published online: 31 Jan 2007

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Read on this site (9)

Cafer Kayadelen, Yakup Önal, Gökhan Altay, Mitat Öztürk & Sercan Serin. (2023) Effects of maintenance, traffic and climate condition on International Roughness Index of flexible pavement. International Journal of Pavement Engineering 24:1.
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Ali Morovatdar, Reza S. Ashtiani & Enad Mahmoud. (2023) Mechanistic approach to predict service life of flexible pavements subjected to heavy traffic loads. Road Materials and Pavement Design 24:2, pages 427-446.
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Arieh Sidess, Amnon Ravina & Eyal Oged. (2022) A model for predicting the deterioration of the international roughness index. International Journal of Pavement Engineering 23:5, pages 1393-1403.
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Luis Fuentes, Rafael Camargo, Julián Arellana, Claudia Velosa & Gilberto Martinez. (2021) Modelling pavement serviceability of urban roads using deterministic and probabilistic approaches. International Journal of Pavement Engineering 22:1, pages 77-86.
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Nader Abdelaziz, Ragaa T. Abd El-Hakim, Sherif M. El-Badawy & Hafez A. Afify. (2020) International Roughness Index prediction model for flexible pavements. International Journal of Pavement Engineering 21:1, pages 88-99.
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Nader Karballaeezadeh, Danial Mohammadzadeh S, Shahaboddin Shamshirband, Pouria Hajikhodaverdikhan, Amir Mosavi & Kwok-wing Chau. (2019) Prediction of remaining service life of pavement using an optimized support vector machine (case study of Semnan–Firuzkuh road). Engineering Applications of Computational Fluid Mechanics 13:1, pages 188-198.
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Hongduo Zhao, Lukuan Ma & Jiake Zhang. (2018) Estimating the remaining life of airfield flexible pavements considering environmental factors. HKIE Transactions 25:3, pages 208-216.
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Parisa Khavassefat, Denis Jelagin & Björn Birgisson. (2016) The non-stationary response of flexible pavements to moving loads. International Journal of Pavement Engineering 17:5, pages 458-470.
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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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Articles from other publishers (29)

Changbai Wang, Wei Xiao & Jimin Liu. (2023) Developing an improved extreme gradient boosting model for predicting the international roughness index of rigid pavement. Construction and Building Materials 408, pages 133523.
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Yan Li, Zhengbo Zou, Jiupeng Zhang, Yinzhang He, Guojing Huang & Junbo Li. (2023) Refined evaluation methods for preventive maintenance of project-level asphalt pavement based on confusion-regression model. Construction and Building Materials 403, pages 133105.
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Hamed Naseri, Mohammad Shokoohi, Hamid Jahanbakhsh, Mohammad M Karimi & E.O.D. Waygood. (2023) Novel Soft-Computing Approach to Better Predict Flexible Pavement Roughness. Transportation Research Record: Journal of the Transportation Research Board, pages 036119812311610.
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Abdulgazi Gedik. (2023) A Retrospective Study Quantifying the Effects of Mixture Design and Constituent Properties on Asphalt Pavement Roughness. Journal of Materials in Civil Engineering 35:1.
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M. R. Archana, V. Anjaneyappa, M. S. Amarnath & A. Veeraragavan. 2023. Recent Advances in Transportation Systems Engineering and Management. Recent Advances in Transportation Systems Engineering and Management 205 215 .
Jian Liu, Fangyu Liu, Chuanfeng Zheng, Ebenezer O. Fanijo & Linbing Wang. (2022) Improving asphalt mix design considering international roughness index of asphalt pavement predicted using autoencoders and machine learning. Construction and Building Materials 360, pages 129439.
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Yang Song, Yizhuang David Wang, Xianbiao Hu & Jenny Liu. (2022) An Efficient and Explainable Ensemble Learning Model for Asphalt Pavement Condition Prediction Based on LTPP Dataset. IEEE Transactions on Intelligent Transportation Systems 23:11, pages 22084-22093.
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Ming Zhang, Chong Wang, Lulu Fan & Junyan Yi. (2022) Decision-Making for Typical Pavement Structure Based on Life-Cycle Economic Evaluation and Key Performance Indicators. Coatings 12:8, pages 1124.
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Turki I. Al-Suleiman (Obaidat)Yazan Ibrahim Alatoom. (2022) Development of pavement roughness regression models based on smartphone measurements. Journal of Engineering, Design and Technology.
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Abdullah I. Al-Mansour & Amr A. Shokri. (2022) Correlation of Pavement Distress and Roughness Measurement. Applied Sciences 12:8, pages 3748.
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Amir Shtayat, Sara Moridpour, Berthold Best & Shahriar Rumi. (2022) An Overview of Pavement Degradation Prediction Models. Journal of Advanced Transportation 2022, pages 1-15.
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S. Madeh Piryonesi & Tamer El-Diraby. (2021) Climate change impact on infrastructure: A machine learning solution for predicting pavement condition index. Construction and Building Materials 306, pages 124905.
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Giuseppe Loprencipe, Flavio Guilherme Vaz de Almeida Filho, Rafael Henrique de Oliveira & Salvatore Bruno. (2021) Validation of a Low-Cost Pavement Monitoring Inertial-Based System for Urban Road Networks. Sensors 21:9, pages 3127.
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S. Madeh Piryonesi & Tamer E. El-Diraby. (2021) Examining the relationship between two road performance indicators: Pavement condition index and international roughness index. Transportation Geotechnics 26, pages 100441.
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Miaomiao Zhang, Hongren Gong, Xiaoyang Jia, Rui Xiao, Xi Jiang, Yuetan Ma & Baoshan Huang. (2020) Analysis of critical factors to asphalt overlay performance using gradient boosted models. Construction and Building Materials 262, pages 120083.
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Ali MorovatdarReza S. AshtianiCarlos LiconJr.Jr.. (2020) Development of a Mechanistic Framework to Predict Pavement Service Life Using Axle Load Spectra from Texas Overload Corridors. Development of a Mechanistic Framework to Predict Pavement Service Life Using Axle Load Spectra from Texas Overload Corridors.
S. Madeh PiryonesiTamer E. El-Diraby. (2020) Role of Data Analytics in Infrastructure Asset Management: Overcoming Data Size and Quality Problems. Journal of Transportation Engineering, Part B: Pavements 146:2, pages 04020022.
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Mohamed S. Yamany, Tariq Usman Saeed, Matthew Volovski & Anwaar Ahmed. (2020) Characterizing the Performance of Interstate Flexible Pavements Using Artificial Neural Networks and Random Parameters Regression. Journal of Infrastructure Systems 26:2.
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Hui Wang, Zhoucong Xu & Lei Yue. (2020) Comparing of Data Collection for Network Level Pavement Management of Urban Roads and Highways. Journal of Advanced Transportation 2020, pages 1-11.
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Narjes Nabipour, Nader Karballaeezadeh, Adrienn Dineva, Amir Mosavi, Danial Mohammadzadeh S. & Shahaboddin Shamshirband. (2019) Comparative Analysis of Machine Learning Models for Prediction of Remaining Service Life of Flexible Pavement. Mathematics 7:12, pages 1198.
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Mansour Fakhri & Reza Shahni Dezfoulian. (2019) Pavement structural evaluation based on roughness and surface distress survey using neural network model. Construction and Building Materials 204, pages 768-780.
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Aioub H. Guha & Gabriel J. Assaf. 2019. Testing and Characterization of Asphalt Materials and Pavement Structures. Testing and Characterization of Asphalt Materials and Pavement Structures 136 150 .
Jared S. Baxter, W. Spencer Guthrie, Tenli Waters, Jeffrey D. Barton & Brian A. Mazzeo. Vertical electrical impedance evaluation of asphalt overlays on concrete bridge decks. Vertical electrical impedance evaluation of asphalt overlays on concrete bridge decks.
G. Sollazzo, T.F. Fwa & G. Bosurgi. (2017) An ANN model to correlate roughness and structural performance in asphalt pavements. Construction and Building Materials 134, pages 684-693.
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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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Ellie (Elham) H. FiniMahour Mellat-Parast. (2012) Effect of Pavement Type on Overlay Roughness Progression. Journal of Transportation Engineering 138:12, pages 1558-1562.
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Can Chen & Jie Zhang. (2011) Comparisons of IRI-Based Pavement Deterioration Prediction Models Using New Mexico Pavement Data. Comparisons of IRI-Based Pavement Deterioration Prediction Models Using New Mexico Pavement Data.
Can Chen & Jie Zhang. (2010) A Review on Flexible Pavement Performance Life Assessment. A Review on Flexible Pavement Performance Life Assessment.
Hamed Naseri, Mohammad Shokoohi, Hamid Jahanbakhsh & Mohammad M. Karimi. (2022) A Novel Soft Computing Approach to Better Predict Flexible Pavements Roughness. SSRN Electronic Journal.
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