Asphalt pavement water film thickness detection and prediction model: A review
Tài liệu tham khảo
Alber, 2020, Modeling of surface drainage during the service life of asphalt pavements showing long-term rutting: a modular hydromechanical approach, Advances in Materials Science and Engineering, 2020, 10.1155/2020/8793652
Alimasi, 2012, Development of a mobile optical system to detect road-freezing conditions, Bulletin of Glaciological Research, 30, 41, 10.5331/bgr.30.41
Aljuboori, 2014
1990
Anderson, 1998
Casselgren, 2016, Road condition analysis using NIR illumination and compensating for surrounding light, Optics and Lasers in Engineering, 77, 175, 10.1016/j.optlaseng.2015.08.002
Chen, 2013
Chen, 2022, A state-of-the-art review of asphalt pavement surface texture and its measurement techniques, Journal of Road Engineering, 2, 156, 10.1016/j.jreng.2022.05.003
Chesterton, 2006, The use of Gallaway equation for aquaplaning evaluation in New Zealand
Chu, 2016, Incorporating pavement skid resistance and hydroplaning risk considerations in asphalt mix design, Journal of Transportation Engineering, 142, 10.1061/(ASCE)TE.1943-5436.0000872
Chu, 2015, Evaluating hydroplaning potential of rutted highway pavements, Journal of the Eastern Asia Society for Transportation Studies, 11, 1613
Dan, 2014, Optical fiber icing sensor detects the icing process of asphalt pavement, Highway Traffic Technology, 31, 7
Dan, 2019, Transient unsaturated flow in the drainage layer of a highway: solution and drainage performance, Road Materials and Pavement Design, 20, 528, 10.1080/14680629.2017.1397049
Do, 2013, Modeling of the connection road surface microtexture/water depth/friction, Wear, 302, 1426, 10.1016/j.wear.2013.01.031
Gallaway, 1971
Gallaway, 1979
Ge, 1982, Determination of liquid film thickness by laser technology, Chinese Journal of Chemical Engineering, 33, 285
Gnecco, 2009, Analysis of high accuracy rain intensity measurements from a field test site
Han, 2021, Predicting the water film depth: a model based on the geometric features of road and capacity of drainage facilities, PLoS One, 16, 10.1371/journal.pone.0252767
Haug, 2016, Usage of road weather sensors for automatic traffic control on motorways, Transportation Research Procedia, 15, 537, 10.1016/j.trpro.2016.06.045
Höcker, 1971, ‘‘Nasse’’ Fahrbahnoberflächen–Definition und Einflußfaktoren, Straße und Autobahn, 22, 452
Horne, 1968, Tire hydroplaning and its effects on tire traction, Highway Research Record, 214, 24
Horne, 1963
Huang, 2020, Design of highway flood warning system based on UAV images, Industrial Control Computer, 33, 41
Hubbard, 1997, Conservative multidimensional upwinding for the steady two-dimensional shallow water equations, Journal of Computational Physics 1997(2), 419, 10.1006/jcph.1997.5823
Huschek, 1996, Kennzeichung der Oberflaechenrauheit und deren Einfluss auf die Griffigkeit und die Reifengeraeusche, Strasse Und Autobahn, 47, 307
Iguchi, 2011, Evolution of the rain profiling algorithm for the TRMM Precipitation Radar
Jayasooriya, 2014, Evaluation of widely used hydroplaning risk prediction methods using Florida's past crash data, Transportation Research Record, 2457, 140, 10.3141/2457-15
Ji, 2004
Ji, 2004, Test depth of water film on asphalt pavement surface, Journal of Highway and Transportation Research and Development, 2004, 14
Jonsson, 2011, Remote sensor for winter road surface status detection
Jonsson, 2011
Jonsson, 2011, Classification of road conditions: from camera images and weather data
Jonsson, 2011, Road condition discrimination using weather data and camera images
Jonsson, 2015
Jonsson, 2012, Infrared thermometry in winter road maintenance, Journal of Atmospheric and Oceanic Technology, 29, 846, 10.1175/JTECH-D-11-00071.1
Jonsson, 2015, Road surface status classification using spectral analysis of NIR camera images, IEEE Sensors Journal, 15, 1641, 10.1109/JSEN.2014.2364854
Chen, 2021, New innovations in pavement materials and engineering: a review on pavement engineering research 2021, Journal of Traffic and Transportation Engineering (English Edition), 8, 815, 10.1016/j.jtte.2021.10.001
Kane, 2012, Kinematic wave approach to model water depth on road surfaces during and after rainfall events, International Journal of Pavement Engineering, 13, 385, 10.1080/10298436.2011.565768
Kienle, 1994, The influence of road surface texture on the skid resistance under wet conditions, Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology, 234, 10.1177/1350650117753995
Król, 2018, The study of the effect of internal structure on permeability of porous asphalt, Road Materials and Pavement Design, 19, 935, 10.1080/14680629.2017.1283355
Kuehnle, 1998, Winter road condition recognition using video image classification, Transportation Research Record, 1627, 29, 10.3141/1627-05
Kumar, 2012, Study of hydroplaning risk on rolling and sliding passenger car, Procedia-Social and Behavioral Sciences, 53, 1019, 10.1016/j.sbspro.2012.09.951
Li, 2016
Li, 2021
Li, 2011, The research on capacitance sensor with dielectric film coating for thickness measurement of water film, Advanced Materials Research, 317–319, 1020, 10.4028/www.scientific.net/AMR.317-319.1020
Li, 2017, Discrimination of dry and wet state of highway pavement and application of water accumulation model, Journal of Tropical Meteorology, 33, 10
Liang, 2019, Research progress of non-contact road condition detection technology, Sensors and Microsystems, 38, 1
Liu, 2012
Liu, 2021
Lu, 2016
Lubnow, 2018, Water film thickness imaging based on time-multiplexed near-infrared absorption, Optics Express, 26, 20902, 10.1364/OE.26.020902
Lufft, 2022
Luo, 2019, Estimation of water film depth for rutting pavement using IMU and 3D laser imaging data, International Journal of Pavement Engineering, 22, 1
Luo, 2018, Influence of thin water films over road surfaces on driving safety, Journal of Chang'an University (Natural Science Edition), 38, 168
Luo, 2014, Surface drainage evaluation for rigid pavements using IMU and 1 mm 3D texture data, Transportation Research Record, 2457, 121, 10.3141/2457-13
Luo, 2015, Validation test of pavement water film depth prediction model, Journal of China Highway, 28, 57
Luo, 2016, An inspection and evaluation method of thickness of water film on road surface, Journal of Transport Information and Safety, 34, 54
Luo, 2019, Surface drainage evaluation of asphalt pavement using a new analytical water film depth model, Road Materials and Pavement Design, 21, 1
Luo, 2019, Field test validation of water film depth (WFD) prediction models for pavement surface drainage, International Journal of Pavement Engineering, 20, 1170, 10.1080/10298436.2017.1394099
Ma, 2017, Prediction for asphalt pavement water film thickness based on artificial neural network, Journal of Southeast University (English Edition), 33, 490
Mayora, 2009, An assessment of the skid resistance effect on traffic safety under wet-pavement conditions, Accident Analysis & Prevention, 41, 881, 10.1016/j.aap.2009.05.004
Milone Technology, 2015
Moore, 1975
Pedersen, 2020, A study on hybrid sensor technology in winter road assessment, Safety, 6, 17, 10.3390/safety6010017
Peng, 2020, Determination of safe vehicle speeds on wet cross pavement curves, Road Materials and Pavement Design, 22, 2641, 10.1080/14680629.2020.1772350
Piccardi, 2019, Optical detection of dangerous road conditions, Sensors, 19, 1360, 10.3390/s19061360
Pourhassan, 2021, Water film depth prediction model for highly textured pavement surface drainage, Transportation Research Record, 2676, 100, 10.1177/03611981211036349
Praticò, 2007, Permeability and volumetrics of porous asphalt concrete, Road Materials and Pavement Design, 8, 799
Ram, 1987, Drainage of sloping lands with constant replenishment, Journal of Irrigation and Drainage Engineering, 113, 213, 10.1061/(ASCE)0733-9437(1987)113:2(213)
Ranieri, 2012, Drainage modelling of roadway systems with porous friction courses, Journal of Transportation Engineering, 138, 395, 10.1061/(ASCE)TE.1943-5436.0000338
Ross, 1968
Sass, 1992, A numerical model for prediction of road temperature and ice, Journal of Applied Meteorology and Climatology, 31, 1499, 10.1175/1520-0450(1992)031<1499:ANMFPO>2.0.CO;2
Savkoor, 1991, Tribology of tyre traction on dry and wet roads, Tribology Series, 18, 213, 10.1016/S0167-8922(08)70137-8
Schulz, 2021, Water films and hydroplaning on highways: hydrodynamic aspects, Journal of Transportation Engineering, Part B: Pavements, 147
Shen, 2019, Condensation frosting detection and characterization using a capacitance sensing approach, International Journal of Heat and Mass Transfer, 147
Shu, 2017
Song, 2004, Study on measuring thin film thickness by optical method, Optical Technology, 103
Srirangam, 2014, Safety aspects of wet asphalt pavement surfaces through field and numerical modeling investigations, Transportation Research Record, 2446, 37, 10.3141/2446-05
Sun, 2009
Tabatabai, 2017, A novel concrete-based sensor for detection of ice and water on roads and bridges, Sensors, 17, 2912, 10.3390/s17122912
Tan, 2015
Tan, 2017
Tan, 2004, Drainage considerations for porous asphalt surface course design, Transportation Research Record, 1868, 142, 10.3141/1868-15
Wambold, 1995
Wang, 2010, Research on the conductometric measurement technology of flowing liquid film thickness on metal surface, Dongfang Turbine, 21
Wang, 2019, Determining thresholds of traffic volume and skid resistance to reduce pavements wet accident ratio, Journal of Chang'an University (Natural Science Edition), 39, 106
Wang, 2021, Study on water distribution characteristics of surface gathered water and water film thickness model, Alexandria Engineering Journal, 61, 3293, 10.1016/j.aej.2021.08.078
Wilson, 2013
Wolff, 2013
Wu, 2020, Method for non-contact road surface meteorological sensing based on dual-wavelength laser, Acta Optics Sinica, 40
Xu, 2014
Xu, 1999, Computer measuring system for on-line measurement of film thickness with beta rays, Journal of Guangdong University of Technology, 16, 5
Xu, 2003, Flowing state in liquid films over horizontal tubes, Desalination, 156, 101, 10.1016/S0011-9164(03)00332-1
Yan, 2018, Friction test research of commonly used asphalt pavement in water environment, Journal of China & Foreign Highways, 38, 74
Yang, 2022, Evaluation of highway hydroplaning risk based on 3D laser scanning and water-film thickness estimation, International Journal of Environmental Research and Public Health, 19, 7699, 10.3390/ijerph19137699
Yin, 2016
Yuan, 2018, Measuring method of overflow liquid film thickness in hypersonic flow, Scientia Sinica, 48, 629
Zhang, 2020, Research on water treatment measures for superelevation transition sections of expressways in rainy areas, Highway Traffic Technology (Applied Technology Edition), 16, 32
Zhang, 2013, Analysis of the influence of pavement slope on water film thickness, Journal of Chongqing Jiaotong University (Natural Science), 32, 404
Zhang, 2015, Numerical study on the influence of aggregate size on skid resistance performance of porous pavements, Asian Transport Studies, 3, 284
Zhao, 2015, Variation of asphalt pavement friction coefficient with water film thickness, Journal of Civil Aviation University of China, 33, 47
Zhao, 2022, Numerical simulation and law analysis of water accumulation distribution at superelevated transition section of multilane expressway, Journal of Traffic and Transportation Engineering, 22, 187
Zhou, 2012
Zhou, 2013
