Data Analytics to Support a Smart Fleet Management Strategy

Editorial Material Environmental Sciences

Promising Occupational Safety, Health, and Well-Being Approaches to Explore the Future of Work in the USA: An Editorial

Sara L. Tamers et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2022)

Article Environmental Studies

A methodology for measuring the environmental effect of autonomous bus considering platooning

Yixin Zhang et al.

Summary: With the development of autonomous bus (AB) technology, this study investigates the energy consumption of ABs considering platooning, and discusses the environmental benefits of platooning.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2022)

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Article Engineering, Civil

Navigating Electric Vehicles Along a Signalized Corridor via Reinforcement Learning: Toward Adaptive Eco-Driving Control

Jian Zhang et al.

Summary: This paper proposes an adaptive eco-driving method for electric vehicles using reinforcement learning technology. It considers factors such as safety, traffic mobility, energy consumption, and comfort, and achieves balanced and stable performance in simulation studies.

TRANSPORTATION RESEARCH RECORD (2022)

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Article Engineering, Civil

Micro-Safe: Microservices- and Deep Learning-Based Safety-as-a-Service Architecture for 6G-Enabled Intelligent Transportation System

Chandana Roy et al.

Summary: This paper introduces a microservices and deep learning-based scheme for Safety-as-a-Service provision in a 6G environment. The proposed solution improves latency, energy consumption, and throughput compared to existing schemes through the use of microservices and deep learning models.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2022)

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Article Engineering, Electrical & Electronic

Incorporating Driving Style Recognition Into MPC for Energy Management of Plug-In Hybrid Electric Buses

Xiang Tian et al.

IEEE Transactions on Transportation Electrification (2022)

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Article Environmental Sciences

Working Conditions Influencing Drivers' Safety and Well-Being in the Transportation Industry: On Board Program

Susan E. Peters et al.

Summary: This study identified three primary issues in the working conditions of bus drivers: lack of trust, shift and route scheduling, and difficulties in implementing healthy behaviors. The findings highlight the value of using participatory methods with key stakeholders to address safety, health, and well-being in an organization.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2021)

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Article Green & Sustainable Science & Technology

Beside and Behind the Wheel: Factors that Influence Driving Stress and Driving Behavior

Victor Corcoba Magana et al.

Summary: This paper focuses on studying the relationship between driving behavior, driving stress, and influencing factors, with working hours being identified as the most critical factor affecting both.

SUSTAINABILITY (2021)

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Article Computer Science, Information Systems

COVID-19 and Its Effects on the Driving Style of Spanish Drivers

Victor Corcoba et al.

Summary: Spain has been severely affected by the COVID-19 pandemic, leading to increased strain on the healthcare system. Despite a decrease in travel volume, the number of traffic accidents has not significantly changed, with some individuals adopting a more aggressive driving style.

IEEE ACCESS (2021)

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Review Ergonomics

Analyzing driver behavior under naturalistic driving conditions: A review

Harpreet Singh et al.

Summary: Researchers have found that driving behavior data has a significant impact on road accidents, and naturalistic driving studies can improve road safety. It was discovered that drivers tend to reduce their speed and increase headway as a compensatory measure during distracting activities and adverse weather conditions. Providing feedback to drivers about their driving behavior can lead to an improvement in driving behavior.

ACCIDENT ANALYSIS AND PREVENTION (2021)

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Article Ergonomics

Commuting accidents of Spanish professional drivers: when occupational risk exceeds the workplace

Javier Llamazares et al.

Summary: This study examined and described commuting traffic crashes of Spanish professional drivers over the past 12 years, finding that characteristics of commuting crashes were associated with demographic and job-related variables of the drivers. The study also identified different trends in accident severity and characteristics based on drivers' gender, time slots, and the specific hour of the event.

INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS (2021)

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Article Environmental Sciences

Factors affecting variability in fossil-fueled transit bus emission rates

Tongchuan Wei et al.

ATMOSPHERIC ENVIRONMENT (2020)

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Article Computer Science, Artificial Intelligence

Analysis of Driving Patterns and On-Board Feedback-Based Training for Proactive Road Safety Monitoring

Laura Pozueco et al.

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS (2020)

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Proceedings Paper Computer Science, Interdisciplinary Applications

On-Board Comfort of Different Age Passengers and Bus-Lane Characteristics

Mauro Coni et al.

COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2020, PT VII (2020)

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Article Engineering, Civil

Analytic System to Evaluate Efficient Driving Programs in Professional Fleets

Laura Pozueco et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2019)

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Article Environmental Studies

Multivariate analysis of fuel consumption related to eco-driving: Interaction of driving patterns and external factors

David Lois et al.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2019)

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Article Engineering, Civil

Standing Passenger Comfort: A New Scale for Evaluating the Real-Time Driving Style of Bus Transit Services

Benedetto Barabino et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2019)

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Article Psychology, Multidisciplinary

Psychosocial Work Factors, Job Stress and Strain at the Wheel: Validation of the Copenhagen Psychosocial Questionnaire (COPSOQ) in Professional Drivers

Sergio A. Useche et al.

FRONTIERS IN PSYCHOLOGY (2019)

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Article Information Science & Library Science

Mobile apps and employee behavior: An empirical investigation of the implementation of a fleet-management app

Michal Levi-Bliech et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2019)

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Article Computer Science, Information Systems

A Comparative Study of Aggressive Driving Behavior Recognition Algorithms Based on Vehicle Motion Data

Yongfeng Ma et al.

IEEE ACCESS (2019)

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Article Engineering, Civil

Visualization of Driving Behavior Based on Hidden Feature Extraction by Using Deep Learning

HaiLong Liu et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2017)

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Article Engineering, Electrical & Electronic

Impact of on-board tutoring systems to improve driving efficiency of non-professional drivers

Laura Pozueco et al.

IET INTELLIGENT TRANSPORT SYSTEMS (2017)

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Article Transportation Science & Technology

A methodology to evaluate driving efficiency for professional drivers based on a maturity model

Laura Pozueco et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2017)

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Article Green & Sustainable Science & Technology

Does Operation Scheduling Make a Difference: Tapping the Potential of Optimized Design for Skipping-Stop Strategy in Reducing Bus Emissions

Xumei Chen et al.

SUSTAINABILITY (2017)

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Article Health Care Sciences & Services

Accuracy and Precision of an Accelerometer-Based Smartphone App Designed to Monitor and Record Angular Movement over Time

Adam J. Bittel et al.

TELEMEDICINE AND E-HEALTH (2016)

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Article Health Care Sciences & Services

Accuracy and Precision of an Accelerometer-Based Smartphone App Designed to Monitor and Record Angular Movement over Time

Adam J. Bittel et al.

TELEMEDICINE AND E-HEALTH (2016)

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Article Computer Science, Interdisciplinary Applications

An Architecture for a Learning Analytics System Applied to Efficient Driving

Alejandro G. Paneda et al.

IEEE REVISTA IBEROAMERICANA DE TECNOLOGIAS DEL APRENDIZAJE-IEEE RITA (2016)

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Article Public, Environmental & Occupational Health

Driving Fatigue in Professional Drivers: A Survey of Truck and Taxi Drivers

Fanxing Meng et al.

TRAFFIC INJURY PREVENTION (2015)

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Article Transportation Science & Technology

Drivers' ability to learn eco-driving skills; effects on fuel efficient and safe driving behaviour

Samantha L. Jamson et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

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Article Environmental Studies

Optimal bus fleet management strategy for emissions reduction

Lu Li et al.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2015)

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Article Engineering, Industrial

Psychological work characteristics, psychological workload and associated psychological and cognitive requirements of train drivers

Ilona Zoer et al.

ERGONOMICS (2014)

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Data Analytics to Support a Smart Fleet Management Strategy

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