OBD-II and Big Data: A Powerful Combination to Solve the Issues of Automobile Care

Meenakshi, Meenakshi; Nandal, Rainu; Awasthi, Nitin

doi:10.1007/978-981-15-7907-3_14

Cited by 4 publications

(4 citation statements)

References 10 publications

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“…The OBD-II socket, a 16-pin connector, is typically located near the driver's wheel, under the dashboard. The inception of OBD can be traced back to California, where the CARB (California Air Resources Board) implemented strict regulations and raised awareness regarding emissions control [24]. CARB mandated the use of OBD in all cars manufactured after 1991 to monitor and regulate the emission of harmful gases [25].…”

Section: Obd Readingmentioning

confidence: 99%

“…It operates on the CAN (Controller Area Network) protocol, allowing the vehicle to connect with scanning tools and external hardware known as OBD scanners. These scanners can be connected to PCs or laptops to extract information from the vehicle's onboard computer, providing parameters such as driving speeds, engine speeds, coolant levels, coolant temperature, emission control, engine idle time, and other vital engine information [24].…”

Section: Obd Readingmentioning

confidence: 99%

“…Look-up tables are used to decipher the received data. OBD functions as the higher layer, handling presentation and application aspects, while the CAN Bus serves as the communication layer, dealing with data transmission and physical layer issues [24].…”

Section: Obd Readingmentioning

confidence: 99%

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Periodical Vehicle Inspections with Smart Technology

et al. 2023

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This paper presents the major outcomes of the utilization of smart phone applications in the periodical technical inspection process. Road safety is one of the main topics in transportation. Technical defects of vehicles can play an important role in fatal accidents; therefore, periodical vehicle inspection is a common practice amongst many countries across all continents. The authors observed that advancements in smart technologies presented an opportunity to enhance the efficiency and effectiveness of vehicle inspections. They specifically focused on the Slovak Republic and described the transition of technical inspections towards smart technologies in this country. The goal was to utilize new technologies and improvements without increasing costs dramatically. The paper discusses the outcomes of the first two years of using this app at every technical inspection station in the Slovak Republic. The smart phones were used not only to help with process management but the novelty is that they also collected data from the sensors and used their own sensors for the vehicle dynamics measurements. One of the important factors is the successful implementation of low cost devices at such a large scale, country wise.

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Section: Obd Readingmentioning

confidence: 99%

Section: Obd Readingmentioning

confidence: 99%

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Periodical Vehicle Inspections with Smart Technology

et al. 2023

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“…These scanners, which can be connected to PCs or laptops, provide users with access to valuable information from the vehicle's onboard computer. This information includes driving speeds, engine speeds, coolant levels, coolant temperature, emission control, idle time of the engine, and other essential engine-related data [32].…”

Section: Introductionmentioning

confidence: 99%

On-Board Fuel Consumption Meter Field Testing Results

Tapak,

Kocur,

Matej

2023

Energies

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This paper aims to investigate and compare the fuel consumption data obtained from on-board fuel consumption meters (OBFCMs) from approximately 1000 vehicles through field testing. Furthermore, this research aims not only to compare the OBFCM readings but also to juxtapose them against the fuel consumption specifications provided by the respective vehicle manufacturers. To collect data, a cost-effective on-board diagnostics (OBD) reader and a user-friendly mobile app were employed, providing an accessible and efficient method for fuel consumption analysis. Field testing involved a diverse range of vehicles, covering various makes, models, and years of production. The OBCFM readings were recorded over a 9-month period, probably capturing a wide range of driving conditions and patterns. In order to ensure the reliability of the OBCFM readings, the fuel consumption measurements obtained from the manufacturers specifications were utilized as a reference benchmark. Preliminary data analysis indicates that there are noticeable variations in the fuel consumption data obtained from the OBCFM and the manufacturer specifications. These differences can be attributed to various factors. The novelty of the presented data lies in using a new feature implemented in EU cars since 2019. The study capitalizes on this feature, allowing for the collection of data from a broad spectrum of vehicles throughout the country under genuine driving conditions.

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A framework on driving behavior and pattern using On-Board diagnostics (OBD-II) tool

Malik

Nandal

2023

Materials Today: Proceedings

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OBD-II and Big Data: A Powerful Combination to Solve the Issues of Automobile Care

Cited by 4 publications

References 10 publications

Periodical Vehicle Inspections with Smart Technology

Periodical Vehicle Inspections with Smart Technology

On-Board Fuel Consumption Meter Field Testing Results

A framework on driving behavior and pattern using On-Board diagnostics (OBD-II) tool

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