This paper investigates how to estimate instantaneous fuel consumption using smartphones and OBD-II (On-board Diagnostics) adapters.

Oct 5, 2020 · We develop a smartphone-based, crowdsourcing system for instant fuel consumption estimation. It is easy to install and is compatible with most ...

Jan 10, 2020 · In this study, evaluation models of fuel consumption were developed using instantaneous acceleration, and defined the critical aggressive ...

Apr 15, 2019 · This paper presents a novel vehicle fuel consumption soft sensor based on Recurrent Neural Networks. Most of the contributions in the literature ...

Instantaneous vehicle fuel consumption estimation using smartphones and Recurrent Neural Networks. Abstract: The high level of air pollution in urban areas ...

Instantaneous Fuel Consumption Estimation Using Smartphones · Samuel Shaw, Yunfei Hou, +3 authors. Lu Su · Published in IEEE Vehicular Technology… 1 September ...

Jul 6, 2023 · This study aims to develop practical and accurate models to estimate instantaneous fuel consumption based on on-board diagnostics (OBD) data.

Instantaneous vehicle fuel consumption estimation using smartphones and recurrent neural networks · List of references · Publications that cite this publication.

We consider using the interactive nature of the new smart phones nowadays to predict vehicle fuel consumption based on instantaneous speed and acceleration. We ...

During the test, we used one additional smartphone to record dashboard mpg readings with its camera. Then, we manually extract the dashboard readings from these ...