BRAYAN GONZÁLEZ-HERNÁNDEZ

PhD Graduate

PhD program:: XXXIV


supervisor: Prof. Luca Persia
advisor: Ing. Davide Shingo Usami

Thesis title: DEVELOPMENT AND CALIBRATION OF A SIMPLIFIED ROAD ASSESSMENT PROGRAMME METHODOLOGY

The scope of this thesis is to develop and pilot a new simplified methodology for road infrastructures’ safety assessment. The underpinning idea is to rapidly recognize road safety issues connected with road infrastructure characteristics at a low cost and without the specific need for road traffic crash data. The proposed methodology is based on the concept of Crash Modification Factor (CMF), and the common definition given by the combination of key factors such as Danger (the likelihood that a crash can happen), Vulnerability (risk of injury of road users given a crash occurred) and Exposure (amount of “activity” a user is exposed to risk), to calculate a risk index based on the physical characteristics. The main features used to calculate the risk index were: operating speed, median type, intersection type, area type access points, number of lanes, lane width, curvature, grade, surface conditions, delineation, pedestrian crossing, speed management/traffic calming measures, paved shoulder width, roadside severity - distance, sidewalk, facilities of bicycling, motorcycle dedicated lane, bicycle observed flow, and pedestrian observed flow. Risk values are calculated separately for each 100 m road section for motor vehicles, cyclists and pedestrians. In addition, the Global Risk Score (GRS) has been proposed. Five colors represent the risk levels for each road user category and the GRS. Green = very low risk, yellow = low risk, dark orange = medium risk, red = high risk, and black = very high risk. After defining the simplified risk assessment methodology, it has been implemented into software for automatic road risk assessment. The software can be installed on personal computers using Windows or Apple. It allows to input manually some road attributes, while all the others are automatically calculated thanks to automatic video analysis. After calculating the road attributes, the software automatically implements the above-described methodology to calculate the crash risk for the three road user categories and the Global Risk Score. The risk assessment results are provided in two tables (summary attributes and summary risk index) and on a map for 100-meter road sections. Finally, the proposed methodology was tested through a pilot road assessment of 465 km of national highways in Mozambique, 510 km of national highways in Liberia, and 1.220 km of national motorways in Belarus. In addition, it was validated comparing the GRS values and RTC history data on the national motorway M-1/E30 road sections Kozlovichi (Poland border) – Minsk – Red’ki (Russian border) in Belarus.

Research products

11573/1673560 - 2023 - The problem of women’s “road unsafety” in Africa
Gonzalez, Brayan; Saporito, Maria Rosaria; Meta, Eleonora; Usami, Davide Shingo; Persia, Luca - 01a Articolo in rivista
paper: TRANSPORTATION RESEARCH PROCEDIA ([Amsterdam] : Elsevier B.V.) pp. 807-814 - issn: 2352-1465 - wos: (0) - scopus: 2-s2.0-85159059945 (0)

11573/1673559 - 2023 - A methodology to explore the road safety impact of fitness to drive solutions for commercial drivers: The PANACEA project
Usami, Davide Shingo; Gonzalez, Brayan; Pepkolaj, Kristaq; Persia, Luca - 01a Articolo in rivista
paper: TRANSPORTATION RESEARCH PROCEDIA ([Amsterdam] : Elsevier B.V.) pp. 823-830 - issn: 2352-1465 - wos: (0) - scopus: 2-s2.0-85159140545 (1)

11573/1593255 - 2021 - Development of a methodology to transfer road safety good practices in African countries
Gonzalez, Brayan; Meta, E.; Usami, D. S.; Cardoso, J. L.; Persia, L. - 01a Articolo in rivista
paper: ADVANCES IN TRANSPORTATION STUDIES (Aracne editrice S.r.l., Rome) pp. 121-136 - issn: 1824-5463 - wos: (0) - scopus: 2-s2.0-85115871815 (5)

11573/1620376 - 2021 - Defining suitable Safe System projects: The experience of the SaferAfrica project in five African countries
Usami, Davide S.; Gonzalez, Brayan; Persia, Luca; Kunsoan, Noella B.; Meta, Eleonora; Saporito, Maria R.; Schermers, Govert; Carnis, Laurent; Yerpez, Joel; Bouhamed, Nesrine; Cardoso, Joao; Kluppels, Ludo; Vandemeulebroek, Felix - 01a Articolo in rivista
paper: IATSS RESEARCH (Amsterdam : Elsevier) pp. 594-601 - issn: 2210-4240 - wos: WOS:000734958600021 (3) - scopus: 2-s2.0-85118153943 (6)

11573/1443645 - 2020 - Operating speed models for heavy vehicles on tangents of two-lane rural roads
Gonzalez, B.; Llopis-Castello, D.; Garcia, A. - 01a Articolo in rivista
paper: ADVANCES IN TRANSPORTATION STUDIES (Aracne editrice S.r.l., Rome) pp. 5-18 - issn: 1824-5463 - wos: (0) - scopus: 2-s2.0-85084114110 (4)

11573/1321687 - 2020 - The driver’s visual perception research to analyze pedestrian safety at twilight
González, B.; Usami, D. S.; Prasolenko, O.; Burko, D.; Galkin, A.; Lobashov, O.; Persia, L. - 04c Atto di convegno in rivista
paper: TRANSPORTATION RESEARCH PROCEDIA ([Amsterdam] : Elsevier B.V.) pp. 827-834 - issn: 2352-1465 - wos: (0) - scopus: 2-s2.0-85083461583 (13)
conference: Transport Infrastructure and systems in a changing world. Towards a more sustainable, reliable and smarter mobility.TIS Roma 2019 Conference Proceedings (Rome)

11573/1443651 - 2020 - Identifying barriers to the potential implementation of road safety good practices in Africa
Gonzalez, Brayan; Meta, Eleonora; Persia, Luca; Usami, Davide Shingo; Lourenço Cardoso, João - 04b Atto di convegno in volume
conference: 99th Annual Meeting of Transportation Research Board, Washington (Washington, DC.)
book: 99th Annual Meeting of Transportation Research Board, Washington - ()

11573/1443657 - 2020 - Road safety issues addressed by Africa Road Safety Plan: Are still relevant?
Gonzalez, Brayan; Usami, Davide Shingo; Persia, Luca - 04b Atto di convegno in volume
conference: World Multidisciplinary Civil Engineering-Architecture-Urban Planning Symposium-WMCAUS (Prague)
book: World Multidisciplinary Civil Engineering-Architecture-Urban Planning Symposium-WMCAUS - ()

11573/1443653 - 2020 - Defining suitable Safe System Projects in Africa
Usami, D. S.; Gonzalez, Brayan; Persia, L.; Kunsoa, N. B.; Meta, E.; Saporito, M. R.; Schermers, G.; Carnis, L.; Yerpez, J.; Bouhamed, N.; Cardoso, J.; Kluppels, L.; Vandemeulebroek, F. - 04b Atto di convegno in volume
conference: 5th World Multidisciplinary Civil Engineering-Architecture-Urban Planning Symposium-WMCAUS (Prague)
book: World Multidisciplinary Civil Engineering-Architecture-Urban Planning Symposium-WMCAUS - ()

11573/1321685 - 2019 - Operating Speed models for heavy vehicles on tangents of Spanish two-lane rural roads
González, B.; Llopis-Castelló, D.; García, A - 04b Atto di convegno in volume
conference: 98th Annual Meeting of Transportation Research Board (Washington, DC.)
book: 98th Annual Meeting of Transportation Research Board - ()

11573/1400233 - 2019 - Lo sviluppo dei sistemi di trasporto stradale e dell’incidentalità nei paesi a basso e medio reddito
Persia, Luca; Gonzalez, Brayan; Carroccia, Roberto; Saporito, Maria Rosaria; Usami, Davide Shingo - 01a Articolo in rivista
paper: MEDIC. METODOLOGIA DIDATTICA E INNOVAZIONE CLINICA (Ospedaletto, PI : Pacini, 2013- Roma : Critical Medicine Publishing) pp. 81-87 - issn: 1824-3991 - wos: (0) - scopus: (0)

11573/1321690 - 2019 - Developing Safe System Projects in Africa
Usami, Ds; Kunsoa, Nb; Persia, L; González, B; Meta, E; Saporito, M. R; Schermers, G.; Carnis, L.; Yerpez, J.; Bouhamed, N.; Cardoso, J.; Kluppels, L.; Vandemeulebroek, F. - 04b Atto di convegno in volume
conference: 26th World Road Congress - PIARC (Abu Dhabi)
book: 26th World Road Congress - PIARC - ()

11573/1321683 - 2018 - Speed prediction models for trucks on horizontal curves of Spanish two-lane rural roads
Llopis-Castelló, D.; González, B.; Pérez-Zuriaga, A. M.; García, A. - 04b Atto di convegno in volume
conference: 97th Annual Meeting of Transportation Research Board (Washington, DC)
book: TRB Annual Meeting 2018 : compendium of papers : January 7-11, 2018, Washington, DC - ()

11573/1321679 - 2018 - Speed Prediction Models for Trucks on Horizontal Curves of Two-Lane Rural Roads
Llopis-Castello, D.; Gonzalez, Brayan; Perez-Zuriaga, A. M.; Garcia, A. - 01a Articolo in rivista
paper: TRANSPORTATION RESEARCH RECORD (Transportation Research Board:500 Fifth Street Northwest:Washington, DC 20001:(202)334-3213, EMAIL: trbsales@nas.edu, INTERNET: http://www.trb.org, Fax: (202)334-2003) pp. 72-82 - issn: 0361-1981 - wos: WOS:000467406000007 (22) - scopus: 2-s2.0-85047920220 (26)

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