Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data
Surveying the condition of the pavement is one of the most important processes in managing the road network. The information collected during these surveys allows for the calculation of the Pavement Condition Index, which is a derivative cumulative qualitative indicator that evaluates various paveme...
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| Format: | Article |
| Language: | English |
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Riga Technical University Press
2023-09-01
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| Series: | The Baltic Journal of Road and Bridge Engineering |
| Subjects: | |
| Online Access: | https://bjrbe-journals.rtu.lv/article/view/7885 |
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| author | Paulius Paplauskas Audrius Vaitkus Rūta Simanavičienė |
| author_facet | Paulius Paplauskas Audrius Vaitkus Rūta Simanavičienė |
| author_sort | Paulius Paplauskas |
| collection | DOAJ |
| description | Surveying the condition of the pavement is one of the most important processes in managing the road network. The information collected during these surveys allows for the calculation of the Pavement Condition Index, which is a derivative cumulative qualitative indicator that evaluates various pavement characteristics and defects. Deterioration modelling of these measured indicators and calculated indices is a critical element and its most accurate prediction brings the process of pavement management closer to a higher quality process by more efficiently allocating funds and repair work. Many different models – both extremely complex and simple – are used in the world to simulate the condition of individual pavement indicators. However, these models are developed based on the data of a certain country or region and are not suitable in another country due to different requirements for pavement structures and other reasons. In Lithuania, measurements of the quality indicators of road surfaces with new generation survey equipment have been carried out recently but the information stored in the databases about road sections is minimal, and it becomes difficult to adapt the models applied abroad due to the missing information. The aim of this study is to create pavement condition index prediction models by evaluating such quantitative and qualitative indicators as traffic loads, road surface unevenness, type of repair, pavement age, climatic zones, and pavement construction classes. |
| format | Article |
| id | doaj-art-8e25b66d44c940c88b50c1ee70f780ea |
| institution | Kabale University |
| issn | 1822-427X 1822-4288 |
| language | English |
| publishDate | 2023-09-01 |
| publisher | Riga Technical University Press |
| record_format | Article |
| series | The Baltic Journal of Road and Bridge Engineering |
| spelling | doaj-art-8e25b66d44c940c88b50c1ee70f780ea2025-01-02T23:17:19ZengRiga Technical University PressThe Baltic Journal of Road and Bridge Engineering1822-427X1822-42882023-09-011837010110.7250/bjrbe.2023-18.6093369Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning DataPaulius Paplauskas0Audrius Vaitkus1Rūta Simanavičienė2Dept of Roads, Vilnius Gediminas Technical University, Vilnius, LithuaniaRoad Research Institute, Vilnius Gediminas Technical University, Vilnius, LithuaniaDept of Mathematical Statistics, Vilnius Gediminas Technical University, Vilnius, LithuaniaSurveying the condition of the pavement is one of the most important processes in managing the road network. The information collected during these surveys allows for the calculation of the Pavement Condition Index, which is a derivative cumulative qualitative indicator that evaluates various pavement characteristics and defects. Deterioration modelling of these measured indicators and calculated indices is a critical element and its most accurate prediction brings the process of pavement management closer to a higher quality process by more efficiently allocating funds and repair work. Many different models – both extremely complex and simple – are used in the world to simulate the condition of individual pavement indicators. However, these models are developed based on the data of a certain country or region and are not suitable in another country due to different requirements for pavement structures and other reasons. In Lithuania, measurements of the quality indicators of road surfaces with new generation survey equipment have been carried out recently but the information stored in the databases about road sections is minimal, and it becomes difficult to adapt the models applied abroad due to the missing information. The aim of this study is to create pavement condition index prediction models by evaluating such quantitative and qualitative indicators as traffic loads, road surface unevenness, type of repair, pavement age, climatic zones, and pavement construction classes.https://bjrbe-journals.rtu.lv/article/view/7885deteriorationiripavement performancepavement condition indexpcipanel data analysisregression analysisroad condition survey |
| spellingShingle | Paulius Paplauskas Audrius Vaitkus Rūta Simanavičienė Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data The Baltic Journal of Road and Bridge Engineering deterioration iri pavement performance pavement condition index pci panel data analysis regression analysis road condition survey |
| title | Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data |
| title_full | Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data |
| title_fullStr | Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data |
| title_full_unstemmed | Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data |
| title_short | Road Pavement Condition Index Deterioration Model for Network-Level Analysis of National Road Network Based on Pavement Condition Scanning Data |
| title_sort | road pavement condition index deterioration model for network level analysis of national road network based on pavement condition scanning data |
| topic | deterioration iri pavement performance pavement condition index pci panel data analysis regression analysis road condition survey |
| url | https://bjrbe-journals.rtu.lv/article/view/7885 |
| work_keys_str_mv | AT pauliuspaplauskas roadpavementconditionindexdeteriorationmodelfornetworklevelanalysisofnationalroadnetworkbasedonpavementconditionscanningdata AT audriusvaitkus roadpavementconditionindexdeteriorationmodelfornetworklevelanalysisofnationalroadnetworkbasedonpavementconditionscanningdata AT rutasimanaviciene roadpavementconditionindexdeteriorationmodelfornetworklevelanalysisofnationalroadnetworkbasedonpavementconditionscanningdata |