This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.
OBDII ELM Bluetooth Dataset
About this project
Data capture script - https://github.com/edgeimpulse/obd-automotive-data/blob/main/collect_obd_data.py
Tutorial - https://docs.edgeimpulse.com/tutorials/end-to-end/obd-automotive-data
Related works:
E. Jordan, M. Serrano, A. Gyrard, E. Song, T. Roth and D. Wollman, "Semantics for Enhancing Communications- and Edge-Intelligence-enabled Smart Sensors: A Practical Use Case in Federated Automotive Diagnostics," IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society, Chicago, IL, USA, 2024, pp. 1-6, doi: 10.1109/IECON55916.2024.10905565. keywords: {Semiconductor device measurement;Event detection;Reviews;Image edge detection;Semantics;Ontologies;Real-time systems;Intelligent sensors;Standards;Automotive engineering;Artificial Intelligence;Automotive Industry;Edge Intelligence;Internet of Things;Ontology Engineering;Semantic Technologies;Smart Sensors}, https://ieeexplore.ieee.org/document/10905565
Run this model
Dataset summary
Data collected
40m 0sSensors
RPM [RPM], PEDAL INPUT [%], MAF [g/s], NOx [ppm] @ 2HzLabels
airleak_nox, healthyProject info
| Project ID | 767694 |
| License | BSD 3-Clause Clear |
| No. of views | 13,713 |
| No. of clones | 11 |
