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Vehicle Emission Models and Traffic Simulators: A Review

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  • Maksymilian Mądziel

    (Faculty of Mechanical Engineering and Aeronautics, Rzeszow University of Technology, 35-959 Rzeszow, Poland)

Abstract

Accurate estimations and assessments of vehicle emissions can support decision-making processes. Current emission estimation tools involve several calculation methods that provide estimates of the exhaust components that result from driving on urban arterial roads. This is an important consideration, as the emissions generated have a direct impact on the health of pedestrians near the roads. In recent years, there has been an increase in the use of emission models, especially in combination with traffic simulator models. This is because it is very difficult to obtain an actual measurement of road emissions for all vehicles travelling along the analysed road section. This paper concerns a review of selected traffic simulations and the estimation of exhaust gas components models. The models presented have been aggregated into a group with respect to their scale of accuracy as micro, meso, and macro. This paper also presents an overview of selected works that combine both traffic and emission models. The presented literature review also emphasises the proper calibration process of simulation models as the most important factor in obtaining accurate estimates. This work also contains information and recommendations on modelling that may be helpful in selecting appropriate emission estimation tools to support decision-making processes for, e.g., road managers.

Suggested Citation

  • Maksymilian Mądziel, 2023. "Vehicle Emission Models and Traffic Simulators: A Review," Energies, MDPI, vol. 16(9), pages 1-31, May.
  • Handle: RePEc:gam:jeners:v:16:y:2023:i:9:p:3941-:d:1141188
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    1. Min Li & Dijia Luo & Bilong Liu & Xilong Zhang & Zhen Liu & Mengshan Li, 2022. "Arterial Coordination Control Optimization Based on AM–BAND–PBAND Model," Sustainability, MDPI, vol. 14(16), pages 1-24, August.
    2. Patrick Connerton & João Vicente de Assunção & Regina Maura de Miranda & Anne Dorothée Slovic & Pedro José Pérez-Martínez & Helena Ribeiro, 2020. "Air Quality during COVID-19 in Four Megacities: Lessons and Challenges for Public Health," IJERPH, MDPI, vol. 17(14), pages 1-24, July.
    3. Monika Ziemska-Osuch & Dawid Osuch, 2022. "Modeling the Assessment of Intersections with Traffic Lights and the Significance Level of the Number of Pedestrians in Microsimulation Models Based on the PTV Vissim Tool," Sustainability, MDPI, vol. 14(14), pages 1-11, July.
    4. Stuart Batterman & Rajiv Ganguly & Paul Harbin, 2015. "High Resolution Spatial and Temporal Mapping of Traffic-Related Air Pollutants," IJERPH, MDPI, vol. 12(4), pages 1-21, April.
    5. Caiyun Sun & Jiquan Zhang & Qiyun Ma & Yanan Chen, 2015. "Human Health and Ecological Risk Assessment of 16 Polycyclic Aromatic Hydrocarbons in Drinking Source Water from a Large Mixed-Use Reservoir," IJERPH, MDPI, vol. 12(11), pages 1-14, October.
    6. Demin Nalic & Aleksa Pandurevic & Arno Eichberger & Martin Fellendorf & Branko Rogic, 2021. "Software Framework for Testing of Automated Driving Systems in the Traffic Environment of Vissim," Energies, MDPI, vol. 14(11), pages 1-9, May.
    7. Wei Nai & Zan Yang & Yinzhen Wei & Jierui Sang & Jialu Wang & Zhou Wang & Peiyu Mo, 2022. "A Comprehensive Review of Driving Style Evaluation Approaches and Product Designs Applied to Vehicle Usage-Based Insurance," Sustainability, MDPI, vol. 14(13), pages 1-20, June.
    8. Gennaro Nicola Bifulco & Francesco Galante & Luigi Pariota & Maria Russo Spena, 2015. "A Linear Model for the Estimation of Fuel Consumption and the Impact Evaluation of Advanced Driving Assistance Systems," Sustainability, MDPI, vol. 7(10), pages 1-18, October.
    9. Rachana Vidhi & Prasanna Shrivastava, 2018. "A Review of Electric Vehicle Lifecycle Emissions and Policy Recommendations to Increase EV Penetration in India," Energies, MDPI, vol. 11(3), pages 1-15, February.
    10. Tommi Inkinen & Esa Hämäläinen, 2020. "Reviewing Truck Logistics: Solutions for Achieving Low Emission Road Freight Transport," Sustainability, MDPI, vol. 12(17), pages 1-11, August.
    11. Alessandro Severino & Giuseppina Pappalardo & Salvatore Curto & Salvatore Trubia & Isaac Oyeyemi Olayode, 2021. "Safety Evaluation of Flower Roundabout Considering Autonomous Vehicles Operation," Sustainability, MDPI, vol. 13(18), pages 1-14, September.
    12. Ryuji Kawamoto & Hideo Mochizuki & Yoshihisa Moriguchi & Takahiro Nakano & Masayuki Motohashi & Yuji Sakai & Atsushi Inaba, 2019. "Estimation of CO 2 Emissions of Internal Combustion Engine Vehicle and Battery Electric Vehicle Using LCA," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    13. Yana Jin & Henrik Andersson & Shiqiu Zhang, 2016. "Air Pollution Control Policies in China: A Retrospective and Prospects," IJERPH, MDPI, vol. 13(12), pages 1-22, December.
    14. Barouch Giechaskiel & Simone Casadei & Tommaso Rossi & Fabrizio Forloni & Andrea Di Domenico, 2021. "Measurements of the Emissions of a “Golden” Vehicle at Seven Laboratories with Portable Emission Measurement Systems (PEMS)," Sustainability, MDPI, vol. 13(16), pages 1-13, August.
    15. Feng Mao & Zhiheng Li & Kai Zhang, 2021. "A Comparison of Carbon Dioxide Emissions between Battery Electric Buses and Conventional Diesel Buses," Sustainability, MDPI, vol. 13(9), pages 1-15, May.
    16. Jacek Pielecha & Kinga Skobiej & Karolina Kurtyka, 2020. "Exhaust Emissions and Energy Consumption Analysis of Conventional, Hybrid, and Electric Vehicles in Real Driving Cycles," Energies, MDPI, vol. 13(23), pages 1-21, December.
    17. Nils Hooftman & Luis Oliveira & Maarten Messagie & Thierry Coosemans & Joeri Van Mierlo, 2016. "Environmental Analysis of Petrol, Diesel and Electric Passenger Cars in a Belgian Urban Setting," Energies, MDPI, vol. 9(2), pages 1-24, January.
    18. Mohammed Obaid & Arpad Torok & Jairo Ortega, 2021. "A Comprehensive Emissions Model Combining Autonomous Vehicles with Park and Ride and Electric Vehicle Transportation Policies," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
    19. Tolgahan Kaya & Osman Akın Kutlar & Ozgur Oguz Taskiran, 2018. "Evaluation of the Effects of Biodiesel on Emissions and Performance by Comparing the Results of the New European Drive Cycle and Worldwide Harmonized Light Vehicles Test Cycle," Energies, MDPI, vol. 11(10), pages 1-14, October.
    20. Taghreed Alghamdi & Sifatul Mostafi & Ghadeer Abdelkader & Khalid Elgazzar, 2022. "A Comparative Study on Traffic Modeling Techniques for Predicting and Simulating Traffic Behavior," Future Internet, MDPI, vol. 14(10), pages 1-21, October.
    21. Minjun Kim & Gi-Hyoug Cho, 2020. "Influence of Evacuation Policy on Clearance Time under Large-Scale Chemical Accident: An Agent-Based Modeling," IJERPH, MDPI, vol. 17(24), pages 1-18, December.
    22. Vladislav Krivda & Jan Petru & David Macha & Jakub Novak, 2021. "Use of Microsimulation Traffic Models as Means for Ensuring Public Transport Sustainability and Accessibility," Sustainability, MDPI, vol. 13(5), pages 1-38, March.
    23. Yvenn Amara-Ouali & Yannig Goude & Pascal Massart & Jean-Michel Poggi & Hui Yan, 2021. "A Review of Electric Vehicle Load Open Data and Models," Energies, MDPI, vol. 14(8), pages 1-35, April.
    24. Yslene Kachba & Daiane Maria de Genaro Chiroli & Jônatas T. Belotti & Thiago Antonini Alves & Yara de Souza Tadano & Hugo Siqueira, 2020. "Artificial Neural Networks to Estimate the Influence of Vehicular Emission Variables on Morbidity and Mortality in the Largest Metropolis in South America," Sustainability, MDPI, vol. 12(7), pages 1-15, March.
    25. Izabela Sówka & Marcin Pawnuk & Urszula Miller & Agnieszka Grzelka & Alicja Wroniszewska & Yaroslav Bezyk, 2020. "Assessment of the Odour Impact Range of a Selected Agricultural Processing Plant," Sustainability, MDPI, vol. 12(18), pages 1-18, September.
    26. Maksymilian Mądziel & Tiziana Campisi & Artur Jaworski & Giovanni Tesoriere, 2021. "The Development of Strategies to Reduce Exhaust Emissions from Passenger Cars in Rzeszow City—Poland. A Preliminary Assessment of the Results Produced by the Increase of E-Fleet," Energies, MDPI, vol. 14(4), pages 1-21, February.
    27. Kean, Andrew J. & Harley, Robert A. & Kendall, Gary R., 2003. "Effects of Vehicle Speed and Engine Load on Motor Vehicle Emissions," University of California Transportation Center, Working Papers qt01x9w3kf, University of California Transportation Center.
    28. Artur Jaworski & Maksymilian Mądziel & Hubert Kuszewski, 2022. "Sustainable Public Transport Strategies—Decomposition of the Bus Fleet and Its Influence on the Decrease in Greenhouse Gas Emissions," Energies, MDPI, vol. 15(6), pages 1-14, March.
    29. Li Wang & Buqing Zhong & Sotiris Vardoulakis & Fengying Zhang & Eva Pilot & Yonghua Li & Linsheng Yang & Wuyi Wang & Thomas Krafft, 2016. "Air Quality Strategies on Public Health and Health Equity in Europe—A Systematic Review," IJERPH, MDPI, vol. 13(12), pages 1-22, December.
    30. Ruohua Liao & Xumei Chen & Lei Yu & Xiaofei Sun, 2018. "Analysis of Emission Effects Related to Drivers’ Compliance Rates for Cooperative Vehicle-Infrastructure System at Signalized Intersections," IJERPH, MDPI, vol. 15(1), pages 1-13, January.
    31. Hassan M. Al-Ahmadi & Arshad Jamal & Imran Reza & Khaled J. Assi & Syed Anees Ahmed, 2019. "Using Microscopic Simulation-Based Analysis to Model Driving Behavior: A Case Study of Khobar-Dammam in Saudi Arabia," Sustainability, MDPI, vol. 11(11), pages 1-18, May.
    32. Junhui Chen & Yuan Li & Zhongwei Meng & Xiaoqiong Feng & Junjie Wang & Honghui Zhou & Junjie Li & Jiacheng Shi & Qiang Chen & Hongle Shi & Shuxiao Wang, 2022. "Study on Emission Characteristics and Emission Reduction Effect for Construction Machinery under Actual Operating Conditions Using a Portable Emission Measurement System (Pems)," IJERPH, MDPI, vol. 19(15), pages 1-15, August.
    33. Mittal, Mandeep & Sarkar, Biswajit, 2023. "Stochastic behavior of exchange rate on an international supply chain under random energy price," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 205(C), pages 232-250.
    34. Yaping Dong & Jinliang Xu & Xingliang Liu & Chao Gao & Han Ru & Zhihao Duan, 2019. "Carbon Emissions and Expressway Traffic Flow Patterns in China," Sustainability, MDPI, vol. 11(10), pages 1-12, May.
    35. Athena Progiou & Natalia Liora & Ioannis Sebos & Christina Chatzimichail & Dimitrios Melas, 2023. "Measures and Policies for Reducing PM Exceedances through the Use of Air Quality Modeling: The Case of Thessaloniki, Greece," Sustainability, MDPI, vol. 15(2), pages 1-22, January.
    36. Awais Piracha & Muhammad Tariq Chaudhary, 2022. "Urban Air Pollution, Urban Heat Island and Human Health: A Review of the Literature," Sustainability, MDPI, vol. 14(15), pages 1-19, July.
    37. Maren Schnieder & Chris Hinde & Andrew West, 2022. "Emission Estimation of On-Demand Meal Delivery Services Using a Macroscopic Simulation," IJERPH, MDPI, vol. 19(18), pages 1-17, September.
    38. Santanu Kumar Dash & Suprava Chakraborty & Michele Roccotelli & Umesh Kumar Sahu, 2022. "Hydrogen Fuel for Future Mobility: Challenges and Future Aspects," Sustainability, MDPI, vol. 14(14), pages 1-22, July.
    39. Ragab El-Sehiemy & Mohamed A. Hamida & Ehab Elattar & Abdullah Shaheen & Ahmed Ginidi, 2022. "Nonlinear Dynamic Model for Parameter Estimation of Li-Ion Batteries Using Supply–Demand Algorithm," Energies, MDPI, vol. 15(13), pages 1-20, June.
    40. Jacek Pielecha & Kinga Skobiej & Maciej Gis & Wojciech Gis, 2022. "Particle Number Emission from Vehicles of Various Drives in the RDE Tests," Energies, MDPI, vol. 15(17), pages 1-20, September.
    41. Hung-Ta Wen & Jau-Huai Lu & Deng-Siang Jhang, 2021. "Features Importance Analysis of Diesel Vehicles’ NO x and CO 2 Emission Predictions in Real Road Driving Based on Gradient Boosting Regression Model," IJERPH, MDPI, vol. 18(24), pages 1-28, December.
    42. Bálint Kővári & Lászlo Szőke & Tamás Bécsi & Szilárd Aradi & Péter Gáspár, 2021. "Traffic Signal Control via Reinforcement Learning for Reducing Global Vehicle Emission," Sustainability, MDPI, vol. 13(20), pages 1-18, October.
    43. Jiang, Yanqun & Ding, Zhongjun & Zhou, Jun & Wu, Peng & Chen, Bokui, 2022. "Estimation of traffic emissions in a polycentric urban city based on a macroscopic approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 602(C).
    44. Monika Ziemska, 2021. "Exhaust Emissions and Fuel Consumption Analysis on the Example of an Increasing Number of HGVs in the Port City," Sustainability, MDPI, vol. 13(13), pages 1-14, July.
    45. Raj Kumar Bachar & Shaktipada Bhuniya & Santanu Kumar Ghosh & Biswajit Sarkar, 2022. "Controllable Energy Consumption in a Sustainable Smart Manufacturing Model Considering Superior Service, Flexible Demand, and Partial Outsourcing," Mathematics, MDPI, vol. 10(23), pages 1-29, November.
    46. Ammar Šarić & Suada Sulejmanović & Sanjin Albinović & Mirza Pozder & Žanesa Ljevo, 2023. "The Role of Intersection Geometry in Urban Air Pollution Management," Sustainability, MDPI, vol. 15(6), pages 1-24, March.
    47. Haifeng Liu & Xichang Wang & Diping Zhang & Fang Dong & Xinlu Liu & Yong Yang & Haozhong Huang & Yang Wang & Qianlong Wang & Zunqing Zheng, 2019. "Investigation on Blending Effects of Gasoline Fuel with N-Butanol, DMF, and Ethanol on the Fuel Consumption and Harmful Emissions in a GDI Vehicle," Energies, MDPI, vol. 12(10), pages 1-21, May.
    48. Qian Yu & Lili Lu & Tiezhu Li & Ran Tu, 2022. "Quantifying the Impact of Alternative Bus Stop Platforms on Vehicle Emissions and Individual Pollution Exposure at Bus Stops," IJERPH, MDPI, vol. 19(11), pages 1-16, May.
    49. Heather Kaths & Andreas Keler & Klaus Bogenberger, 2021. "Calibrating the Wiedemann 99 Car-Following Model for Bicycle Traffic," Sustainability, MDPI, vol. 13(6), pages 1-12, March.
    50. Chen Chen & Xiaohua Zhao & Hao Liu & Guichao Ren & Yunlong Zhang & Xiaoming Liu, 2019. "Assessing the Influence of Adverse Weather on Traffic Flow Characteristics Using a Driving Simulator and VISSIM," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    51. Abebe Dress Beza & Mohammad Maghrour Zefreh & Adam Torok, 2022. "Impacts of Different Types of Automated Vehicles on Traffic Flow Characteristics and Emissions: A Microscopic Traffic Simulation of Different Freeway Segments," Energies, MDPI, vol. 15(18), pages 1-19, September.
    52. Shen Li & Qiaojun Xiang & Yongfeng Ma & Xin Gu & Han Li, 2016. "Crash Risk Prediction Modeling Based on the Traffic Conflict Technique and a Microscopic Simulation for Freeway Interchange Merging Areas," IJERPH, MDPI, vol. 13(11), pages 1-14, November.
    53. Aleksandra Deluka Tibljaš & Tullio Giuffrè & Sanja Surdonja & Salvatore Trubia, 2018. "Introduction of Autonomous Vehicles: Roundabouts Design and Safety Performance Evaluation," Sustainability, MDPI, vol. 10(4), pages 1-14, April.
    54. Pieter Jan Kole & Ansje J. Löhr & Frank G. A. J. Van Belleghem & Ad M. J. Ragas, 2017. "Wear and Tear of Tyres: A Stealthy Source of Microplastics in the Environment," IJERPH, MDPI, vol. 14(10), pages 1-31, October.
    55. Li Wang & Fengying Zhang & Eva Pilot & Jie Yu & Chengjing Nie & Jennifer Holdaway & Linsheng Yang & Yonghua Li & Wuyi Wang & Sotiris Vardoulakis & Thomas Krafft, 2018. "Taking Action on Air Pollution Control in the Beijing-Tianjin-Hebei (BTH) Region: Progress, Challenges and Opportunities," IJERPH, MDPI, vol. 15(2), pages 1-27, February.
    56. Timothy Bodisco & Ali Zare, 2019. "Practicalities and Driving Dynamics of a Real Driving Emissions (RDE) Euro 6 Regulation Homologation Test," Energies, MDPI, vol. 12(12), pages 1-19, June.
    57. Hyeonjik Lee & Kihyung Lee, 2020. "Comparative Evaluation of the Effect of Vehicle Parameters on Fuel Consumption under NEDC and WLTP," Energies, MDPI, vol. 13(16), pages 1-19, August.
    58. Monika Andrych-Zalewska & Zdzislaw Chlopek & Jerzy Merkisz & Jacek Pielecha, 2022. "Comparison of Gasoline Engine Exhaust Emissions of a Passenger Car through the WLTC and RDE Type Approval Tests," Energies, MDPI, vol. 15(21), pages 1-13, November.
    59. Jan Paszkowski & Marcus Herrmann & Matthias Richter & Andrzej Szarata, 2021. "Modelling the Effects of Traffic-Calming Introduction to Volume–Delay Functions and Traffic Assignment," Energies, MDPI, vol. 14(13), pages 1-18, June.
    60. Maksymilian Mądziel & Tiziana Campisi, 2023. "Energy Consumption of Electric Vehicles: Analysis of Selected Parameters Based on Created Database," Energies, MDPI, vol. 16(3), pages 1-18, February.
    61. Adam Pel & Michiel Bliemer & Serge Hoogendoorn, 2012. "A review on travel behaviour modelling in dynamic traffic simulation models for evacuations," Transportation, Springer, vol. 39(1), pages 97-123, January.
    62. Asif Iqbal & Shirina Afroze & Md. Mizanur Rahman, 2020. "Vehicular PM Emissions and Urban Public Health Sustainability: A Probabilistic Analysis for Dhaka City," Sustainability, MDPI, vol. 12(15), pages 1-18, August.
    63. Rekha Guchhait & Biswajit Sarkar, 2023. "Increasing Growth of Renewable Energy: A State of Art," Energies, MDPI, vol. 16(6), pages 1-29, March.
    64. Maria Rosaria De Blasiis & Chiara Ferrante & Fulvio Palmieri & Valerio Veraldi, 2022. "Coupling Virtual Reality Simulator with Instantaneous Emission Model: A New Method for Estimating Road Traffic Emissions," Sustainability, MDPI, vol. 14(11), pages 1-13, June.
    65. Xinglong Liu & Fuquan Zhao & Han Hao & Kangda Chen & Zongwei Liu & Hassan Babiker & Amer Ahmad Amer, 2020. "From NEDC to WLTP: Effect on the Energy Consumption, NEV Credits, and Subsidies Policies of PHEV in the Chinese Market," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    66. Sangchul Ko & Junhong Park & Hyungjun Kim & Gunwoo Kang & Jongchul Lee & Jongmin Kim & Jongtae Lee, 2020. "NOx Emissions from Euro 5 and Euro 6 Heavy-Duty Diesel Vehicles under Real Driving Conditions," Energies, MDPI, vol. 13(1), pages 1-13, January.
    67. Mohammed Al-Turki & Arshad Jamal & Hassan M. Al-Ahmadi & Mohammed A. Al-Sughaiyer & Muhammad Zahid, 2020. "On the Potential Impacts of Smart Traffic Control for Delay, Fuel Energy Consumption, and Emissions: An NSGA-II-Based Optimization Case Study from Dhahran, Saudi Arabia," Sustainability, MDPI, vol. 12(18), pages 1-24, September.
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