Abstract
Autonomous driving has gained momentum in recent years. To help create a sustainable future, an autonomous vehicle should take into account its carbon footprint. This work proposes a new, portable, cost-effective carbon dioxide (CO2) emissions sensor installed in a Light Duty Vehicle (LDV), as a novel enabler towards carbon footprint aware autonomous driving. This work achieves the ability to report real-time metrics about the instantaneous CO2 emissions whilst satisfying non-invasive procedures (weight <1 kg) by means of Unified Diagnostic Services (UDS) compliant interrogators. The proposed solution is validated in compliance with European Union’s official emissions test procedures, and compared with other commercial off-the-shelf solutions. During the test, a 50 km trip divided in 3 driving cycles is performed to obtain the instantaneous CO2 emission, achieving a measuring rate similar to other commercial, non-portable and expensive alternatives.
Original language | English |
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Article number | 100755 |
Number of pages | 40 |
Journal | Internet of Things |
Volume | 22 |
Early online date | 13 Mar 2023 |
DOIs | |
Publication status | Published - 31 Jul 2023 |
Keywords
- CO2 emissions
- PEMS
- CAN bus
- vehicle pollution