Fuzzy rules intelligent car real-time diagnostic system

被引：0
|
作者：
Zielonka, Adam [1 ]
Sikora, Andrzej [2 ]
Wozniak, Marcin [1 ]
机构：
[1] Silesian Tech Univ, Fac Appl Math, Kaszubska 23, PL-44100 Gliwice, Poland
[2] Silesian Tech Univ, Fac Elect Engn, B Krzywoustego 2, PL-44100 Gliwice, Poland
来源：
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | 2024年 / 135卷
关键词：
Fuzzy rules; Control system; Frequency analysis; Smart car; IoT;
D O I：
10.1016/j.engappai.2024.108648
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Advanced collaborative technologies for Artificial Intelligence of Things (AIoT) play main role in the development of smart technologies. In this article we present research results on the development of novel complex type -2 fuzzy control system to help in real-time measuring and diagnostic of vibration, temperature and air quality for optimal car driving. Real-time information allows the driver to be informed about the possibility of a potential failure. It gives a chance to avoid failure and related consequences. The paper presents both theoretical aspects of applied type -2 fuzzy control and practical constructions for sensors, electronics and software implementations to compose a novel control module implemented for car radio systems. The developed system was tested in various driving conditions and results of measurements and predictions were confirmed by the certified car diagnostic station.
引用
收藏
页数：16
相关论文
共 50 条
  • [21] Automated Intelligent real-time system for aggregate classification
    Isa, Nor Ashidi Mat
    Sani, Zamani Md
    Al-Batah, Mohammad Subhi
    [J]. INTERNATIONAL JOURNAL OF MINERAL PROCESSING, 2011, 100 (1-2) : 41 - 50
  • [22] An intelligent system for real-time monitoring and fault predicting
    Rao, M
    Feng, JL
    Zhou, JM
    Xu, YS
    Liu, QJ
    Wen, J
    [J]. PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 2737 - 2741
  • [23] An Intelligent Real-Time Object Detection System on Drones
    Chen, Chao
    Min, Hongrui
    Peng, Yi
    Yang, Yongkui
    Wang, Zheng
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (20):
  • [24] A Real-time Intelligent Shoe System for Writing by Foot
    Tao, Yanbo
    Qian, Huihuan
    Yang, Yong
    Han, Long
    Xu, Yangsheng
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS IEEE-ROBIO 2014, 2014, : 2110 - 2115
  • [25] An intelligent real-time monitoring system for compaction times
    Feng Dengchao
    Wang Yonglong
    Tan Zhenkun
    Wang Haipeng
    Zhao Xuemei
    [J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 AND 2, 2014, : 22 - 26
  • [26] An intelligent real-time system for polymer and composite processing
    Maguire, JF
    Miller, MA
    Venkatesen, S
    LeClair, SR
    [J]. ARTIFICIAL INTELLIGENCE IN REAL-TIME CONTROL 1995 (AIRTC'95), 1996, : 259 - 262
  • [27] Real-Time Collision Risk Assessment System Based on the Fuzzy Theory in Accordance with Collision Avoidance Rules
    Namgung, Ho
    Jeong, Jung Sik
    Kim, Joo-Sung
    [J]. 2020 JOINT 11TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS AND 21ST INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (SCIS-ISIS), 2020, : 48 - 51
  • [28] Intelligent and secure real-time auto-stop car system using deep-learning models
    Ahmed, Hiba Ali
    Al-hayanni, Mohammed A. Noaman
    Croock, Muayad Sadik
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, 2024, 15 (01) : 31 - 39
  • [29] Experimental Research of Real-time Floating Car System in Beijing
    Zhu, Liyun
    Sun, Jianping
    Wen, Huimin
    Chen, Feng
    Gao, Yong
    [J]. PROCEEDINGS OF THE 11TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2008, : 1173 - +
  • [30] Real-time car tracking system based on surveillance videos
    Jung, Seungwon
    Kim, Yongsung
    Hwang, Eenjun
    [J]. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2018,
12345