4.7 Article

Eco-driving key factors that influence fuel consumption in heavy truck fleets: A Colombian case

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.trd.2017.08.012

关键词

Fuel consumption; Eco-driving training; Freight transportation; Statistical analyses; Driver behavior; Driving errors

资金

  1. Logistics & Transport from CORONA Organization
  2. Colombian Administrative Department of Science, Technology and Innovation (COLCIENCIAS) [650-2014]
  3. LOGYCA/RESEARCH Foundation in Colombia (MIT Center for Latin American Logistics and Innovation - CLI)
  4. Tecnologico de Monterrey in Mexico

向作者/读者索取更多资源

This research identifies key variables that influence fuel consumption that might be improved through eco-driving training programs under three circumstances that have been scarcely studied before: (a) heavy- and medium-duty truck fleets, (b) long-distance freight transport, and (c) the Latin American region. Based on statistical analyses that include multivariate regression of operational variables on fuel consumption, the impacts of an eco-driving training campaign were measured by comparing ex ante and ex post data. Operational variables are grouped into driving errors, trip conditions, driver behavior, driver profile, and vehicle attributes. The methodology is applied in a freight fleet with nationwide transport operations located in Colombia, where the steepness of its roads plays an important role in fuel consumption. The fleet, composed of 18 trucks, is equipped with state-of-the-art real-time data logger systems. During four months, 517 trips traveling a total distance of 292,512 km and carrying a total of 10,034 tons were analyzed. The results show a baseline average fuel consumption (FC) of 1.716 liters per ton-100 km. A different logistics performance indicator, which measures FC in liters per ton transported each 100 km, shows an average of 3.115. After the eco-driving campaign, reductions of 6.8% and 5.5% were obtained. Drivers' experience, driving errors, average speed, and weight-capacity ratio, among others, were found to be highly relevant to FC. In particular, driving errors such as acceleration, braking and speed excesses are the most sensitive to eco-driving training, showing reductions of up to 96% on the average number of events per trip.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Food Science & Technology

Increasing productivity and reducing energy consumption in the pizza industry by the synergetic combination of cooking technologies

David Mastrascusa, Patricia Vazquez-Villegas, Jose Ignacio Huertas, Esther Perez-Carrillo, Alejandro J. Garcia-Cuellar, Roberto Nevarez

Summary: Researchers explored the use of various technologies in the pizza industry and found that incorporating infrared technology can reduce cooking time by 50%, while reducing energy consumption by 27% and CO2 emissions by 27.1%, maintaining the quality properties of the pizza.

JOURNAL OF FOOD PROCESSING AND PRESERVATION (2021)

Article Engineering, Industrial

The impact of shipment consolidation strategies for green home delivery: a case study in a Mexican retail company

Andres Munoz-Villamizar, Josue C. Velazquez-Martinez, Christopher Mejia-Argueta, Karla Gamez-Perez

Summary: The growth of e-commerce has led to an increase in home deliveries in retail operations, with the use of optimization models to reduce routing distance being a popular approach. Recently, understanding customer purchasing behavior has become important in improving supply chain effectiveness. Extending delivery time slots can lead to significant savings in total distance, costs, and fuel consumption or CO2 emissions.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2022)

Article Chemistry, Multidisciplinary

Design of Road-Side Barriers to Mitigate Air Pollution near Roads

Jose I. Huertas, Javier E. Aguirre, Omar D. Lopez Mejia, Cristian H. Lopez

Summary: The study quantified the effects of using solid barriers on the dispersion of air pollutants emitted from traffic on roads over flat areas, aiming to identify the geometry that maximizes the mitigation effect of air pollution at the lowest cost.

APPLIED SCIENCES-BASEL (2021)

Article Environmental Studies

Main characteristic parameters to describe driving patterns and construct driving cycles

Luis F. Quirama, Michael Giraldo, Jose I. Huertas, Juan E. Tibaquira, Daniel Cordero-Moreno

Summary: This study identified the characteristic parameters that must be included in the micro-trips method to construct driving cycles that accurately represent local driving patterns, based on analysis of energy consumption, speed, and emissions data from a vehicle fleet. The results showed that mean speed, percentage of idling time, and standard deviation of acceleration are crucial for evaluating vehicle energy consumption and emissions.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2021)

Article Green & Sustainable Science & Technology

Data-Driven Methodology to Support Long-Lasting Logistics and Decision Making for Urban Last-Mile Operations

Edgar Gutierrez-Franco, Christopher Mejia-Argueta, Luis Rabelo

Summary: This study proposes a data- and model-driven framework for decision making in urban distribution, addressing challenges in last-mile operations. The framework integrates various techniques, focuses on urban characteristics, and aims to enhance resource utilization efficiency.

SUSTAINABILITY (2021)

Review Chemistry, Multidisciplinary

Sensors for Sustainable Smart Cities: A Review

Mauricio A. Ramirez-Moreno, Sajjad Keshtkar, Diego A. Padilla-Reyes, Edrick Ramos-Lopez, Moises Garcia-Martinez, Monica C. Hernandez-Luna, Antonio E. Mogro, Jurgen Mahlknecht, Jose Ignacio Huertas, Rodrigo E. Peimbert-Garcia, Ricardo A. Ramirez-Mendoza, Agostino M. Mangini, Michele Roccotelli, Blas L. Perez-Henriquez, Subhas C. Mukhopadhyay, Jorge de Jesus Lozoya-Santos

Summary: Experts predict that 85% of the world's population will live in cities by 2050, leading to a push towards smart cities; sensors play a crucial role in gathering real-time information from cities, citizens, and communication networks, categorized into energy, health, mobility, security, water, and waste management groups; transitioning to smart cities presents both opportunities and challenges, with an emphasis on improving quality of life through new sensing capabilities and digitization developments.

APPLIED SCIENCES-BASEL (2021)

Article Management

Can you grow your supply chain without skills? The role of human resource management for better supply chain management in Latin America

Andrea Stefano Patrucco, Liliana Rivera, Christopher Mejia-Argueta, Yossi Sheffi

Summary: The study found that a broad professional network of relationships contributes to increasing the skills and competencies of SC professionals, which impact job satisfaction and SC performance. Investing in skilled human talent is valuable for knowledge acquisition, utilization, and SC competitiveness. Companies benefit from stronger SC outcomes by investing more in training their SC employees.

INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (2022)

Article Management

Mapping research in logistics and supply chain management during COVID-19 pandemic

Jairo R. Montoya-Torres, Andres Munoz-Villamizar, Christopher Mejia-Argueta

Summary: This paper provides a comprehensive analysis of the impact of the COVID-19 outbreak on supply chains through a thorough review of peer-reviewed papers published in 2020. It establishes a framework based on recent literature to address major disruptions in supply chain management and highlights areas for further research and strategies to promote awareness among supply chain stakeholders.

INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS (2023)

Article Engineering, Manufacturing

Assessment of the effect of using air conditioning on the vehicle's real fuel consumption

A. E. Mogro, J. I. Huertas

Summary: The study found that the impact of air conditioning on vehicle fuel consumption depends on vehicle speed, with specific fuel consumption due to A/C peaking at low speeds and decreasing as speed increases. It is suggested to report A/C added fuel consumption using the fuel consumption rate metric to reduce the interference of speed on the actual effect. Additionally, the study found that the A/C added load to the engine forces it to operate in regions of better efficiencies.

INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM (2021)

Article Energy & Fuels

Real vehicle fuel consumption in logistic corridors

Jose Huertas, Oscar Serrano-Guevara, Jenny Diaz-Ramirez, Daniel Prato, Lina Tabares

Summary: Fleet managers find that fuel consumption constitutes a significant portion of operating costs for vehicle fleets, leading transport companies to employ telematics services to track units and monitor fuel usage. This information is utilized to identify events that contribute to excessive fuel consumption and inform managers of the need for maintenance. The research proposed the use of this data to determine fuel consumption on specific roads, considering factors such as altitude, road grade, and vehicle age. The study conducted in Colombia's main logistic corridor demonstrated a strong correlation between actual and estimated fuel consumption, highlighting the potential benefits of utilizing this information for cost estimation, emission control, and determining areas with high fuel consumption. Additionally, the analysis found that altitude has a negligible effect on fuel consumption.

APPLIED ENERGY (2022)

Article Computer Science, Interdisciplinary Applications

A smart school routing and scheduling problem for the new normalcy

Jenny Diaz-Ramirez, Carlos Mario Leal-Garza, Carlos Gomez-Acosta

Summary: One of the critical actions during the New Normalcy after COVID-19 lockdowns is the safe return to schools and workplaces. This study addresses the issues of adapting transportation services in a university context to meet new requirements and proposes an integrated transport solution to optimize social interests.

COMPUTERS & INDUSTRIAL ENGINEERING (2022)

Article Green & Sustainable Science & Technology

Experiential Learning for Sustainability in Supply Chain Management Education

David Ernesto Salinas-Navarro, Christopher Mejia-Argueta, Luis Montesinos, Ericka Z. Rodriguez-Calvo

Summary: This work examines sustainability-related learning experiences in the discipline of supply chain management in higher education. Through a case study, it demonstrates the application of an actionable framework in an undergraduate course, leading to positive learning outcomes. This work is significant for preparing future professionals and decision-makers.

SUSTAINABILITY (2022)

Article Environmental Studies

Characterization of urban distribution networks with light electric freight vehicles

Jenny Diaz-Ramirez, Sebastian Zazueta-Nassif, Roberto Galarza-Tamez, Daniel Prato-Sanchez, Jose I. Huertas

Summary: The massive incorporation of light electric freight vehicles (LEFV) in large Latin American cities has been identified as a cleaner and more effective alternative for logistics operations. By using a routing optimization model, this paper evaluated the reduction in operational cost and GHG emissions achieved by replacing fuel-based cargo trucks or motorcycles with LEFV (e-trikes or e-bikes) in the last mile distribution. The results showed that using LEFV could reduce operational cost by over 50% and GHG emissions by over 95% in a commercial area in Bogota, considering parcel delivery and dry chain operations. These significant reductions are attributed to the synergistic effect of switching to electricity and reducing energy consumption of vehicles.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2023)

Article Green & Sustainable Science & Technology

Out of the Box: Exploring Cardboard Returnability in Nanostore Supply Chains

David Hidalgo-Carvajal, Edgar Gutierrez-Franco, Christopher Mejia-Argueta, Helen Suntura-Escobar

Summary: Packaging plays a vital role in ensuring safe delivery, standardization, and serving as a selling tool along the supply chain. However, it also presents economic and environmental costs. This study investigates the impact of nanostores on the return of cardboard packaging and the willingness of shopkeepers to support a closed-loop supply chain system. The findings suggest that certain strategies can increase the returnability rate of packaging, and thicker cardboard packaging promotes reuse and recycling rates. Startups are advised to bridge the gap, while the government should develop supportive regulations.

SUSTAINABILITY (2023)

Review Business

A systematic literature review of data science, data analytics and machine learning applied to healthcare engineering systems

Roberto Salazar-Reyna, Fernando Gonzalez-Aleu, Edgar M. A. Granda-Gutierrez, Jenny Diaz-Ramirez, Jose Arturo Garza-Reyes, Anil Kumar

Summary: The purpose of this paper is to assess and synthesize the literature on the application of data analytics, big data, data mining and machine learning to healthcare engineering systems. A systematic literature review was conducted to obtain relevant papers, and the findings indicate a growing field with new research areas and applications. Social network analysis was used to identify main authors and collaboration groups, providing insights for researchers with common interests in the field.

MANAGEMENT DECISION (2022)

暂无数据