Cintia Machado de Oliveira
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Cintia Machado de Oliveira has a total of 22 co-authors. Here are the top co-authors by number of shared publications:
- Joyce Azevedo Caetano
Transport Engineering Program COPPE/UFRJ, Federal University of Rio de Janeiro, Rio de Janeiro 21941-914, Brazil
5 shared publications - Rômulo Dante Orrico Filho
Transport Engineering Program COPPE/UFRJ, Federal University of Rio de Janeiro, Rio de Janeiro 21941-914, Brazil
4 shared publications - Marina Leite de Barros Baltar
Transport Engineering Program COPPE/UFRJ, Federal University of Rio de Janeiro, Rio de Janeiro 21941-914, Brazil
3 shared publications - Felipe Do Carmo Amorim
Postgraduate Program in Mechanical Engineering and Materials Technology (PPEMM), Celso Suckow da Fonseca Federal Center for Technology and Education (CEFET/RJ), Rio de Janeiro, Brazil
2 shared publications - Glaydston Mattos Ribeiro
Transport Engineering Program COPPE/UFRJ, Federal University of Rio de Janeiro, Rio de Janeiro 21941-914, Brazil
2 shared publications - Leonardo Da Silva Ribeiro
Transport Engineering Program COPPE/UFRJ, Federal University of Rio de Janeiro, Rio de Janeiro 21941-914, Brazil
2 shared publications
Latest Publications
- Open Access
Correlation Between Risk Factors for the Occurrence and Severity of Traffic Crashes in the City of Rio de Janeiro
The high number of deaths and serious injuries in traffic crashes can be considered a silent global epidemic, as it is still understood by part of society as an inherent consequence of road traffic. There are several risk factors that can increase the occurrence or severity of crashes on roads, acting alone or in combination. Road safety diagnoses based on facts and evidence are essential for improving public policies to reduce victims. With the aim of assisting in these diagnoses and since the official database on these victims is not made available in detail to the public, this work investigates the relationship between seven indicators, collected in field research and in public databases, and the occurrence and fatality of traffic victims in the City of Rio de Janeiro. Linear regression models are developed for each approach and the one with the best statistical parameters is chosen. The model with greater robustness demonstrated that helmet non-use, the density of traffic enforcement cameras, and illiteracy together explain a significant portion of the variation in the fatality rate. The results are considered satisfactory, since a limited number of existing risk factors for road safety were used.
Open AccessCorrelation Between Risk Factors for the Occurrence and Severity of Traffic Crashes in the City of Rio de Janeiro
The high number of deaths and serious injuries in traffic crashes can be considered a silent global epidemic, as it is still understood by part of society as an inherent consequence of road traffic. There are several risk factors that can increase the occurrence or severity of crashes on roads, acting alone or in combination. Road safety diagnoses based on facts and evidence are essential for improving public policies to reduce victims. With the aim of assisting in these diagnoses and since the official database on these victims is not made available in detail to the public, this work investigates the relationship between seven indicators, collected in field research and in public databases, and the occurrence and fatality of traffic victims in the City of Rio de Janeiro. Linear regression models are developed for each approach and the one with the best statistical parameters is chosen. The model with greater robustness demonstrated that helmet non-use, the density of traffic enforcement cameras, and illiteracy together explain a significant portion of the variation in the fatality rate. The results are considered satisfactory, since a limited number of existing risk factors for road safety were used.
- Open Access
- 28 January 2026
- Published by MDPI AG in Future Transportation
- Vol. 6 (1) , 28
Comparative Benchmarking Study of Leading International and Brazilian Metro Systems
Metro systems are high-capacity urban rail networks designed to provide fast, reliable, and efficient transportation. This article presents a comparative benchmarking study of six leading metro systems in Brazil and six prominent international cases, aiming to identify best practices and recurring challenges based on key operational, planning, design, governance, and performance indicators. The Brazilian systems analyzed are located in Rio de Janeiro, São Paulo, Belo Horizonte, Fortaleza, Recife, and Salvador, while the international cases include London, Paris, Tokyo, Berlin, New York, and Madrid. The methodology combined documentary research with technical analysis of public data sources, institutional reports, and performance indicators. The results reveal significant contrasts in network scale, operational efficiency, governance models, funding mechanisms, and integration with urban planning. São Paulo’s system stands out for its network robustness, automation, and consolidated monitoring framework, while other Brazilian cities face limitations in service coverage and financial sustainability. The international cases offer valuable insights into fare integration, the use of emerging technologies, and the application of performance metrics to foster more sustainable and efficient high-capacity urban transit systems. The findings provide relevant evidence to support policymakers, transport authorities, and urban planners in improving the planning, management, and sustainability of high-capacity urban transit systems.
- 28 January 2026
- Published by MDPI AG in Future Transportation
- Vol. 6 (1) , 28
Open AccessComparative Benchmarking Study of Leading International and Brazilian Metro Systems
Metro systems are high-capacity urban rail networks designed to provide fast, reliable, and efficient transportation. This article presents a comparative benchmarking study of six leading metro systems in Brazil and six prominent international cases, aiming to identify best practices and recurring challenges based on key operational, planning, design, governance, and performance indicators. The Brazilian systems analyzed are located in Rio de Janeiro, São Paulo, Belo Horizonte, Fortaleza, Recife, and Salvador, while the international cases include London, Paris, Tokyo, Berlin, New York, and Madrid. The methodology combined documentary research with technical analysis of public data sources, institutional reports, and performance indicators. The results reveal significant contrasts in network scale, operational efficiency, governance models, funding mechanisms, and integration with urban planning. São Paulo’s system stands out for its network robustness, automation, and consolidated monitoring framework, while other Brazilian cities face limitations in service coverage and financial sustainability. The international cases offer valuable insights into fare integration, the use of emerging technologies, and the application of performance metrics to foster more sustainable and efficient high-capacity urban transit systems. The findings provide relevant evidence to support policymakers, transport authorities, and urban planners in improving the planning, management, and sustainability of high-capacity urban transit systems.
- Open Access
- 10 January 2026
- Published by Elsevier in Computers & Industrial Engineering
- Vol. 213
Beyond static schedules: Dynamic maintenance optimization with double deep reinforcement learning
- 10 January 2026
- Published by Elsevier in Computers & Industrial Engineering
- Vol. 213
Open AccessBeyond static schedules: Dynamic maintenance optimization with double deep reinforcement learning
- Open Access
- 23 October 2025
- Published by MDPI AG in Urban Science
- Vol. 9 (11) , 438
BRT in the Middle Mile: A Potential Urban Logistics Platform
The growth of e-commerce has imposed new challenges on urban supply chains, especially in the middle mile, which still lacks structured, sustainable and scalable logistics solutions. This study investigates the feasibility of using the Bus Rapid Transit (BRT) system, widely present in cities of emerging economies, as an urban logistics platform for the transport of light and traceable goods. This research adopts a qualitative approach, with analysis of international experiences and development of a methodological framework based on three main components: technical, economic and governance. The results reveal that the use of idle operating windows, load compatibility and institutional articulation are key factors for the implementation of the system. The proposal represents a logistical innovation aligned with the new paradigms of urban resilience and the multifunctionality of public infrastructure. This study suggests that BRT could serve as a potential logistics platform for the middle mile, under specific operational and governance conditions.
- 23 October 2025
- Published by MDPI AG in Urban Science
- Vol. 9 (11) , 438
Open AccessBRT in the Middle Mile: A Potential Urban Logistics Platform
The growth of e-commerce has imposed new challenges on urban supply chains, especially in the middle mile, which still lacks structured, sustainable and scalable logistics solutions. This study investigates the feasibility of using the Bus Rapid Transit (BRT) system, widely present in cities of emerging economies, as an urban logistics platform for the transport of light and traceable goods. This research adopts a qualitative approach, with analysis of international experiences and development of a methodological framework based on three main components: technical, economic and governance. The results reveal that the use of idle operating windows, load compatibility and institutional articulation are key factors for the implementation of the system. The proposal represents a logistical innovation aligned with the new paradigms of urban resilience and the multifunctionality of public infrastructure. This study suggests that BRT could serve as a potential logistics platform for the middle mile, under specific operational and governance conditions.
- Open Access
- 8 October 2025
- Published by MDPI AG in Urban Science
- Vol. 9 (10) , 414
BRT Systems in Brazil: Technical Analysis of Advances, Challenges, and Operational Gaps
This paper examines the advances and challenges of Bus Rapid Transit (BRT) systems in Brazil, considering their potential in promoting sustainable urban mobility. Rapid urbanization and the predominance of private motorized transport have intensified the need for efficient, accessible, and environmentally sound collective transport solutions. BRT has emerged as a cost-effective alternative to rail systems, combining high capacity, lower implementation costs, and operational flexibility. The study focuses on three Brazilian cities (Rio de Janeiro, Belo Horizonte, and Fortaleza) selected for their regional diversity and distinct BRT models. Using the Delphi method, the analysis was structured around three dimensions: road infrastructure, transport planning and networks, and system operation and performance. Results indicate significant progress in terms of exclusive corridors, integration terminals, express services, and the adoption of Intelligent Transport Systems. However, structural gaps persist, particularly regarding incomplete infrastructure, weak integration between trunk and feeder lines, limited monitoring of feeder services, and insufficient adaptation of networks to urban dynamics. The findings highlight that the effectiveness of Brazilian BRT systems depends on strengthening feeder lines, improving physical and fare integration, and expanding sustainable infrastructure.
- 8 October 2025
- Published by MDPI AG in Urban Science
- Vol. 9 (10) , 414
Open AccessBRT Systems in Brazil: Technical Analysis of Advances, Challenges, and Operational Gaps
This paper examines the advances and challenges of Bus Rapid Transit (BRT) systems in Brazil, considering their potential in promoting sustainable urban mobility. Rapid urbanization and the predominance of private motorized transport have intensified the need for efficient, accessible, and environmentally sound collective transport solutions. BRT has emerged as a cost-effective alternative to rail systems, combining high capacity, lower implementation costs, and operational flexibility. The study focuses on three Brazilian cities (Rio de Janeiro, Belo Horizonte, and Fortaleza) selected for their regional diversity and distinct BRT models. Using the Delphi method, the analysis was structured around three dimensions: road infrastructure, transport planning and networks, and system operation and performance. Results indicate significant progress in terms of exclusive corridors, integration terminals, express services, and the adoption of Intelligent Transport Systems. However, structural gaps persist, particularly regarding incomplete infrastructure, weak integration between trunk and feeder lines, limited monitoring of feeder services, and insufficient adaptation of networks to urban dynamics. The findings highlight that the effectiveness of Brazilian BRT systems depends on strengthening feeder lines, improving physical and fare integration, and expanding sustainable infrastructure.
- 21 March 2025
- Published by Springer Nature
- p. 287-298
Optimization Model for the Design of Cycling Networks: Study in the City of Salvador
- 21 March 2025
- Published by Springer Nature
- p. 287-298
Optimization Model for the Design of Cycling Networks: Study in the City of Salvador
- Open Access
- 31 July 2024
- Published by MDPI AG in Urban Science
- Vol. 8 (3) , 103
Study into the Impact of the Pandemic on Travel Patterns within the Metropolitan Area of Rio de Janeiro
Despite the ending of social distancing and post-pandemic return to normal activities, the impacts of COVID-19 on urban mobility persist, particularly with regard to public transport. Consequently, this study looks into the post-pandemic changes in travel patterns, seeking to comprehend the effects on the municipalities and suggest helpful measures geared to achieving more sustainable patterns following the lockdown isolation. The chosen case study is the Metropolitan Area of Rio de Janeiro, Brazil. The study was divided into four distinct phases, namely understanding the problems, choosing the study area, field research and making recommendations based not only on the literature but on consultation with operators and experts. The methodological process involves the analysis of data from the field research, to assess any changes in patterns that may have been identified. The results show the changes in the means of travel, with emphasis on a preference for app-based transport services, to the detriment of sustainable transport. The study also shows the challenges facing public transport and the relationship between the choice of travel means and the socioeconomic profile of the passenger.
- 31 July 2024
- Published by MDPI AG in Urban Science
- Vol. 8 (3) , 103
Open AccessStudy into the Impact of the Pandemic on Travel Patterns within the Metropolitan Area of Rio de Janeiro
Despite the ending of social distancing and post-pandemic return to normal activities, the impacts of COVID-19 on urban mobility persist, particularly with regard to public transport. Consequently, this study looks into the post-pandemic changes in travel patterns, seeking to comprehend the effects on the municipalities and suggest helpful measures geared to achieving more sustainable patterns following the lockdown isolation. The chosen case study is the Metropolitan Area of Rio de Janeiro, Brazil. The study was divided into four distinct phases, namely understanding the problems, choosing the study area, field research and making recommendations based not only on the literature but on consultation with operators and experts. The methodological process involves the analysis of data from the field research, to assess any changes in patterns that may have been identified. The results show the changes in the means of travel, with emphasis on a preference for app-based transport services, to the detriment of sustainable transport. The study also shows the challenges facing public transport and the relationship between the choice of travel means and the socioeconomic profile of the passenger.
- Open Access
Transport Sustainability Index: An Application Multicriteria Analysis
The unrestricted consumption of fossil fuels negatively impacts the economic, social and environmental aspects, observed from a sustainable perspective. Therefore, it is necessary to develop and adopt skills that enable the monitoring and mitigation of risks to the environment. In view of this, we propose a method with multiple approaches emphasizing a three-dimensional perspective of energy consumption by diesel engines, which represent one of the main pollutants emitters in transport. As a methodology, fuzzy logic was adopted, together with a recognition system, in order to mitigate the uncertainties inherent to the applied data. The procedure was applied to the city of Rio de Janeiro, Brazil, with information collected from seven toll plazas and a radar with volumetric counting. The results indicate a good adherence of the sustainability index to real cases, allowing a better observation of changes in environmental criteria and a more efficient inspection in the application of good practices, in addition to enabling greater participation of society in the inspection and adoption of environmental criteria in transport.
Open AccessTransport Sustainability Index: An Application Multicriteria Analysis
The unrestricted consumption of fossil fuels negatively impacts the economic, social and environmental aspects, observed from a sustainable perspective. Therefore, it is necessary to develop and adopt skills that enable the monitoring and mitigation of risks to the environment. In view of this, we propose a method with multiple approaches emphasizing a three-dimensional perspective of energy consumption by diesel engines, which represent one of the main pollutants emitters in transport. As a methodology, fuzzy logic was adopted, together with a recognition system, in order to mitigate the uncertainties inherent to the applied data. The procedure was applied to the city of Rio de Janeiro, Brazil, with information collected from seven toll plazas and a radar with volumetric counting. The results indicate a good adherence of the sustainability index to real cases, allowing a better observation of changes in environmental criteria and a more efficient inspection in the application of good practices, in addition to enabling greater participation of society in the inspection and adoption of environmental criteria in transport.