2021
DOI: 10.3390/su132111614
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Fuel Consumption Monitoring through COPERT Model—A Case Study for Urban Sustainability

Abstract: Trackers installed in vehicles gives insights into many useful information and predict future mobility patterns and other aspects related to vehicles movement which can be used for smart and sustainable cities planning. A novel approach is used with the COPERT model to estimate fuel consumption on a huge dataset collected over a period of one year. Since the data size is enormous, Apache Spark, a big data analytical framework is used for performance gains while estimating vehicle fuel consumption with the lowe… Show more

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Cited by 15 publications
(11 citation statements)
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References 37 publications
(39 reference statements)
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“…The analysis carried out for the last 15 years in Spain has been quite revealing about a problem of urban planning in cities that, due to its fairly recent nature, has had little attention paid to it in the current scientific literature [ 46 , 47 , 48 , 49 ]. One of the issues found during the bibliographic review of the 47 urban mobility plans analyzed, was the existence of a certain heterogeneity in their approach.…”
Section: Discussionmentioning
confidence: 99%
“…The analysis carried out for the last 15 years in Spain has been quite revealing about a problem of urban planning in cities that, due to its fairly recent nature, has had little attention paid to it in the current scientific literature [ 46 , 47 , 48 , 49 ]. One of the issues found during the bibliographic review of the 47 urban mobility plans analyzed, was the existence of a certain heterogeneity in their approach.…”
Section: Discussionmentioning
confidence: 99%
“…where: Ei -emission of exhaust component i (g), FCj,m -fuel consumption for vehicle category j, using fuel m (kg), EFi,j,m -fuel consumption emission factor of component i for vehicle category j and fuel m (g/kg). We can consider petrol, diesel, LPG, and CNG as fuels in this model [74].…”
Section: Macroscopic Emission Modelsmentioning
confidence: 99%
“…compared to diesel buses. Ali et al [34] addressed vehicle emissions for a developing country by applying COPERT model which utilises the impact of fuel technology, vehicle engine type and technology level, speed, and mileage on the emissions. However, a strong criticism of these models is that they use average speed to calculate the effect of driving on emissions without any regards for the on-road conditions and the actual speed profiles that affect the accuracy of results [35].…”
Section: Introductionmentioning
confidence: 99%