| Item type |
文献 / Documents(1) |
| 公開日 |
2019-12-18 |
| アクセス権 |
|
|
アクセス権 |
open access |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
|
資源タイプ |
journal article |
| 出版社版DOI |
|
|
|
識別子タイプ |
DOI |
|
|
関連識別子 |
https://doi.org/10.1002/tee.23002 |
|
|
言語 |
ja |
|
|
関連名称 |
10.1002/tee.23002 |
| 出版タイプ |
|
|
出版タイプ |
AM |
|
出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
| タイトル |
|
|
タイトル |
Development of driving fatigue strain index using fuzzy logic to analyze risk levels of driving activity |
|
言語 |
en |
| タイトル別表記 |
|
|
その他のタイトル |
DEVELOPMENT OF DRIVING FATIGUE STRAIN INDEX |
|
言語 |
en |
| タイトル別表記 |
|
|
その他のタイトル |
Development of DFSI using Fuzzy Logic to Analyze Risk Levels of Driving Activity |
|
言語 |
en |
| 著者 |
Ani, Mohammad Firdaus
福見, 稔
RahayuKamat, Seri
Minhat, Mohamad
Husain, Kalthom
|
| 抄録 |
|
|
内容記述タイプ |
Abstract |
|
内容記述 |
The objective of this study is to develop a Driving Fatigue Strain Index using fuzzy logic to analyze the risk levels of driving activity among road users. Driving fatigue is always related to the driving activity and has been identified as one of the vital contributors to the road accidents and fatalities in Malaysia. Therefore, the present paper introduces the use of fuzzy logic for the development of strain index to provide the systematic analysis and propose an appropriate solution in minimizing the number of road accidents and fatalities. The development of strain index is based on the six risk factors associated with driving fatigue; muscle activity, heart rate, hand grip pressure force, seat pressure distribution, whole-body vibration, and driving duration. The data is collected for all the risk factors and consequently, the three conditions or risk levels are defined as “safe”, “slightly unsafe”, and “unsafe”. A membership function is defined for each fuzzy conditions. IF-THEN rules were used to define the input and output variables which correspond to physical measures. This index is a reliable advisory tool for providing analysis and solutions to driving fatigue problem, which constitutes the first effort toward the minimization of road accidents and fatalities. |
|
言語 |
en |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
fatigue |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
strain index |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
fuzzy logic |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
risk levels |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
membership function |
| 書誌情報 |
en : IEEJ Transactions on Electrical and Electronic Engineering
巻 14,
号 12,
p. 1764-1771,
発行日 2019-09-04
|
| 収録物ID |
|
|
収録物識別子タイプ |
ISSN |
|
収録物識別子 |
19314981 |
| 収録物ID |
|
|
収録物識別子タイプ |
NCID |
|
収録物識別子 |
AA1280132X |
| 出版者 |
|
|
出版者 |
Institute of Electrical Engineers of Japan |
|
言語 |
en |
| 出版者 |
|
|
出版者 |
John Wiley & Sons |
|
言語 |
en |
| 備考 |
|
|
言語 |
ja |
|
値 |
This is the peer reviewed version of the following article: Ani, M. F., Fukumi, M. , RahayuKamat, S. , Minhat, M. and Husain, K. (2019), Development of driving fatigue strain index using fuzzy logic to analyze risk levels of driving activity. IEEJ Trans Elec Electron Eng, 14: 1764-1771, which has been published in final form at https://doi.org/10.1002/tee.23002. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. |
| EID |
|
|
識別子 |
359991 |
|
識別子タイプ |
URI |
| 言語 |
|
|
言語 |
eng |
tee_14_12_1764.pdf (1.35 MB)
