Paper Abstract and Keywords |
Presentation |
2013-05-16 10:30
Estimation of fuel consumption using an acoustic signal and multi-sensing signals of smartphone Shohei Nanba, Sunao Hara, Masanobu Abe (Okayama Univ.) EA2013-1 SIP2013-1 SP2013-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Fuel-consumption meters are equipped with many vehicles, however, they can only show the fuel-consumption/-efficiency value but not allow to use for other purpose, e.g., gathering, analyzing, etc. One of a method to output vehicles data is to use a diagnostic connector having compliant with OBD2 standards, that can output several vehicles' signals, such as, velocity, revolution of engine, and fuel consumption. However, because the protocols depend on manufactures or types of the vehicles, the method is not easy to use for the public.
In this study, we aim to estimate the fuel consumption using acoustic signals and several sensor's signals equipped with a smartphone. An estimation of a number of revolutions of engine and an estimation of torque are needed for the estimation of fuel consumption. For the estimation of the number of revolutions, we analyze the acoustic signals from the engine by fast Fourier transform and calculate the estimation value from acoustic signal reducing road-noise approximated as a Gamma mixture distribution. For the estimation of the torque, we use physics of the car with the outputs of several sensors and the vehicle's data. We finally get the fuel consumption refer to a table of fuel-consumption rate, which is created in advance, by the estimated number of revolutions and the estimated torque. As a result of a experiment for the estimation of fuel-consumption, we can achieved a acceptable values of instantaneous fuel consumption, although values of average fuel comsumption have some errors. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Vehicle signal processing / Multi sensors / Mobile application / Noise reduction / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 29, SP2013-1, pp. 1-6, May 2013. |
Paper # |
SP2013-1 |
Date of Issue |
2013-05-09 (EA, SIP, SP) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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EA2013-1 SIP2013-1 SP2013-1 |
Conference Information |
Committee |
SP EA SIP |
Conference Date |
2013-05-16 - 2013-05-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Speech and Acoustic Signal Processing, Speech, and Related Topics |
Paper Information |
Registration To |
SP |
Conference Code |
2013-05-SP-EA-SIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimation of fuel consumption using an acoustic signal and multi-sensing signals of smartphone |
Sub Title (in English) |
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Keyword(1) |
Vehicle signal processing |
Keyword(2) |
Multi sensors |
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Mobile application |
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Noise reduction |
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1st Author's Name |
Shohei Nanba |
1st Author's Affiliation |
Okayama University (Okayama Univ.) |
2nd Author's Name |
Sunao Hara |
2nd Author's Affiliation |
Okayama University (Okayama Univ.) |
3rd Author's Name |
Masanobu Abe |
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Okayama University (Okayama Univ.) |
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Speaker |
Author-2 |
Date Time |
2013-05-16 10:30:00 |
Presentation Time |
25 minutes |
Registration for |
SP |
Paper # |
EA2013-1, SIP2013-1, SP2013-1 |
Volume (vol) |
vol.113 |
Number (no) |
no.27(EA), no.28(SIP), no.29(SP) |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2013-05-09 (EA, SIP, SP) |
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