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International Journal of Pavement Engineering Volume 20, 2019 - Issue 7
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Original Articles

Rigid pavement performance models by means of Markov Chains with half-year step time

Heriberto Pérez-AceboMechanical Engineering Department, Universidad del País Vasco UPV/EHU, Bilbao, SpainCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0003-0577-9597View further author information
ORCID Icon,
Nicolae MindraMinistry of Transport and Road Infrastructure, Chisinau, Republic of MoldovaView further author information
,
Alexandru RaileanDepartment of Roads, Materials and Machines for Construction, Technical University of Moldova, Chisinau, Republic of MoldovaView further author information
&
Eduardo RojíMechanical Engineering Department, Universidad del País Vasco UPV/EHU, Bilbao, SpainORCID Iconhttp://orcid.org/0000-0003-3322-5524View further author information
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Pages 830-843 | Received 07 Oct 2016, Accepted 23 Jun 2017, Published online: 25 Jul 2017

Citations (41)

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Ahmad Altarabsheh, Ibrahim Altarabsheh & Mario Ventresca. (2023) A hybrid genetic algorithm to maintain road networks using reliability theory. Structure and Infrastructure Engineering 19:6, pages 810-823.
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Nahla Alaswadko & Khulood Hwayyis. (2023) An approach to investigate the supplementary inconsistency between time series data for predicting road pavement performance models. International Journal of Pavement Engineering 24:2.
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Jalal Barzegaran, Reza Shahni Dezfoulian & Mansour Fakhri. (2022) Estimation of IRI from PASER using ANN based on k-means and fuzzy c-means clustering techniques: a case study. International Journal of Pavement Engineering 23:14, pages 5153-5167.
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Yiching Wu, Yichang (James) Tsai, Georgene M. Geary & Ryan Salameh. (2022) JPCP Slab-Level condition forecasting for slab replacement planning using 3D pavement surface data. International Journal of Pavement Engineering 23:14, pages 4958-4965.
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Felix Obunguta & Kakuya Matsushima. (2022) Optimal pavement management strategy development with a stochastic model and its practical application to Ugandan national roads. International Journal of Pavement Engineering 23:7, pages 2405-2419.
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Chenglong Liu, Difei Wu, Yishun Li, Shengchuan Jiang & Yuchuan Du. (2022) Mathematical insights into the relationship between pavement roughness and vehicle vibration. International Journal of Pavement Engineering 23:6, pages 1935-1947.
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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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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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Heriberto Pérez-Acebo, Mikel Montes-Redondo, Andreas Appelt & Daniel J. Findley. (2022) A simplified skid resistance predicting model for a freeway network to be used in a pavement management system. International Journal of Pavement Engineering 0:0, pages 1-19.
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Sylvester Inkoom & John O. Sobanjo. (2019) Competing risks models for the deterioration of highway pavement subject to hurricane events. Structure and Infrastructure Engineering 15:6, pages 837-850.
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David Vallès-VallèsCristina Torres-Machi. (2023) Deterioration of Flexible Pavements Induced by Flooding: Case Study Using Stochastic Monte Carlo Simulations in Discrete-Time Markov Chains. Journal of Infrastructure Systems 29:1.
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Ángela Alonso Solórzano, Heriberto Pérez Acebo, Alaitz Linares Unamunzaga & Hernán Gonzalo Orden. (2023) Probabilistic International Roughness Index (IRI) prediction model for a climate homogeneous region. Transportation Research Procedia 71, pages 46-52.
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Yishun Li, Chenglong Liu, Qian Gao, Difei Wu, Feng Li & Yuchuan Du. (2022) ConTrack Distress Dataset: A Continuous Observation for Pavement Deterioration Spatio-Temporal Analysis. IEEE Transactions on Intelligent Transportation Systems 23:12, pages 25004-25017.
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Yazan Abukhalil, Mohamed S. Yamany & Omar Smadi. (2022) Detection of Unreported Treatments in Pavement Management System of Iowa DOT Using Machine Learning Classification Algorithm. Journal of Transportation Engineering, Part B: Pavements 148:4.
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Qiao Dong, Xueqin Chen, Shi Dong & Fujian Ni. (2022) Data Analysis in Pavement Engineering: An Overview. IEEE Transactions on Intelligent Transportation Systems 23:11, pages 22020-22039.
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Filip Šroubek, Michal Šorel & Josef Žák. (2021) Precise International Roughness Index Calculation. International Journal of Pavement Research and Technology 15:6, pages 1413-1419.
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Han-Cheng Dan, Chongyu Ling, Zhiheng Zhu, Liansheng Gao & Xiaojun Zeng. (2022) A data fusion approach for estimating traffic distribution characteristics of expressway: A case study of guangdong province, china. Frontiers in Materials 9.
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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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Faizan Mushtaq, Zhian Huang, Syyed Adnan Raheel Shah, Yinghua Zhang, Yukun Gao, Marc Azab, Sajid Hussain & Muhammad Kashif Anwar. (2022) Performance Optimization Approach of Polymer Modified Asphalt Mixtures with PET and PE Wastes: A Safety Study for Utilizing Eco-Friendly Circular Economy-Based SDGs Concepts. Polymers 14:12, pages 2493.
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Omid Rahmani, Hosein Ghasemzadeh Tehrani & Amir Saman Abdollahzadeh Nasiri. (2022) A new procedure for analysis of ride quality in roads using multi-body dynamic simulation. Innovative Infrastructure Solutions 7:3.
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Martin Decky, Zuzana Papanova, Michal Juhas & Maria Kudelcikova. (2022) Evaluation of the Effect of Average Annual Temperatures in Slovakia between 1971 and 2020 on Stresses in Rigid Pavements. Land 11:6, pages 764.
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Amirreza Mahpour & Tamer El-Diraby. (2022) Application of Machine-Learning in Network-Level Road Maintenance Policy-Making: The Case of Iran. Expert Systems with Applications 191, pages 116283.
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Mohamed Gharieb, Takafumi NishikawaShozo Nakamura & Khampaseuth Thepvongsa. (2022) MODELING OF PAVEMENT ROUGHNESS UTILIZING ARTIFICIAL NEURAL NETWORK APPROACH FOR LAOS NATIONAL ROAD NETWORK. JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT 28:4, pages 261-277.
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Khaled A. Abaza. (2022) Simplified Exhaustive Search Approach for Estimating the Nonhomogeneous Transition Probabilities for Infrastructure Asset Management. Journal of Infrastructure Systems 28:1.
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Vidas Žuraulis, Henrikas Sivilevičius, Eldar Šabanovič, Valentin Ivanov & Viktor Skrickij. (2021) Variability of Gravel Pavement Roughness: An Analysis of the Impact on Vehicle Dynamic Response and Driving Comfort. Applied Sciences 11:16, pages 7582.
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Mohamed S. Yamany, Dulcy M. AbrahamSamuel Labi. (2021) Comparative Analysis of Markovian Methodologies for Modeling Infrastructure System Performance. Journal of Infrastructure Systems 27:2.
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Khaled A. Abaza. (2021) Empirical-Markovian approach for estimating the flexible pavement structural capacity: Caltrans method as a case study. International Journal of Transportation Science and Technology 10:2, pages 156-166.
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Heber Hernández, Elisabete Alberdi, Heriberto Pérez-Acebo, Irantzu Álvarez, María José García, Isabel Eguia & Kevin Fernández. (2021) Managing Traffic Data through Clustering and Radial Basis Functions. Sustainability 13:5, pages 2846.
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Mohamed S. Yamany & Dulcy M. Abraham. (2021) Hybrid Approach to Incorporate Preventive Maintenance Effectiveness into Probabilistic Pavement Performance Models. Journal of Transportation Engineering, Part B: Pavements 147:1, pages 04020077.
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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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Heriberto Pérez-Acebo, Hernán Gonzalo-Orden, Daniel J. Findley & Eduardo Rojí. (2021) Modeling the international roughness index performance on semi-rigid pavements in single carriageway roads. Construction and Building Materials 272, pages 121665.
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Costel Pleșcan, Elena-Loredana Pleșcan, Mariana D. Stanciu, Marius Botiș & Daniel Taus. (2021) Sensitivity Analysis of Rigid Pavement Design Based on Semi-Empirical Methods: Romanian Case Study. Symmetry 13:2, pages 168.
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David Llopis-Castelló, Tatiana García-Segura, Laura Montalbán-Domingo, Amalia Sanz-Benlloch & Eugenio Pellicer. (2020) Influence of Pavement Structure, Traffic, and Weather on Urban Flexible Pavement Deterioration. Sustainability 12:22, pages 9717.
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B. Moins, C. France, W. Van den bergh & A. Audenaert. (2020) Implementing life cycle cost analysis in road engineering: A critical review on methodological framework choices. Renewable and Sustainable Energy Reviews 133, pages 110284.
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Heriberto Pérez-Acebo, Hernán Gonzalo-Orden, Daniel J. Findley & Eduardo Rojí. (2020) A skid resistance prediction model for an entire road network. Construction and Building Materials 262, pages 120041.
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Yingjun Jiang, Yong Yi, Tian Tian, Jiangtao Fan, Kejia Yuan, Changqing Deng & Jinshun Xue. (2020) Development and Application of Skid Resistance Fog Seal for Pavements. Coatings 10:9, pages 867.
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Heriberto Pérez-Acebo, Alaitz Linares-Unamunzaga, Eduardo Rojí & Hernán Gonzalo-Orden. (2020) IRI Performance Models for Flexible Pavements in Two-Lane Roads until First Maintenance and/or Rehabilitation Work. Coatings 10:2, pages 97.
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Alireza Mohammadi, Luis Amador-JimenezFeras Elsaid. (2019) Simplified Pavement Performance Modeling with Only Two-Time Series Observations: A Case Study of Montreal Island. Journal of Transportation Engineering, Part B: Pavements 145:4, pages 05019004.
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Syyed Raheel Shah, Hunain Arshad, Ahsan Waqar, Muhammad Saeed, Salman Hafeez, Junaid Mansoor, Abdullah Sadiq & Muhammad Malik. (2018) Saving Energy in the Transportation Sector: An Analysis of Modified Bitumen Application Based on Marshall Test. Energies 11:11, pages 3025.
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Heriberto Pérez-Acebo, Alaitz Linares-Unamunzaga, Ricardo Abejón & Eduardo Rojí. (2018) Research Trends in Pavement Management during the First Years of the 21st Century: A Bibliometric Analysis during the 2000–2013 Period. Applied Sciences 8:7, pages 1041.
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