A Driver-Assistant System for Efficient DPF Regeneration

被引:0
|
作者
Lopes, A. [1 ]
Grilo, C. [2 ]
Santos, H. [1 ,3 ]
Ferreira, L. [4 ,5 ]
Martinho, R. [6 ]
Rijo, R. [6 ]
Silva, S. [4 ]
机构
[1] Polytech Leiria, DEM, ESTG, Leiria, Portugal
[2] Polytech Leiria, CIIC, ESTG, Leiria, Portugal
[3] IPLeiria Delegat, ADAI LAETA, Leiria, Portugal
[4] Polytech Leiria, DEE, ESTG, Leiria, Portugal
[5] Inst Telecomunicacoes, Leiria, Portugal
[6] Polytech Leiria, INESCC DL, ESTG, Leiria, Portugal
关键词
Controller area network; Diesel particle filter; Diesel particle filter regeneration; Fuzzy logic; On-board diagnostics; Powertrain control module;
D O I
10.1007/978-3-031-54394-4_18
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The current standards for controlling pollutant emissions require that diesel engine vehicles be equipped with increasingly complex and efficient exhaust gas after treatment systems. One of these systems is the so-called Diesel Particle Filter (DPF) for retaining combustion polluting particles. To prolong the life of this system, which is normally quite expensive, there are precautions that must be taken by the driver and the most important consists of not interrupting the regeneration cycles, during which the retained particles are turned into ashes so as not to clog the filter. This paper presents a system that uses a proprietary algorithm which adapts to the available information that the vehicles provide through On-Board Diagnostics (OBD) and when no specific information about the DPF is available, uses fuzzy logic to process other data to detect the need of a regeneration and advise the driver about the correct procedures to extend the useful life of the DPF. The system outputs to an integrated display if a regeneration is being performed, the DPF state of health and a prediction of when the next regeneration will happen. Amongst extensive tests, two were selected to be discussed where a regeneration was detected and cancelled and another test where a faulty DPF was used.
引用
收藏
页码:221 / 231
页数:11
相关论文
共 50 条
  • [1] Driver-Assistant System Using Computer Vision and Machine Learning
    Valencia-Payan, Cristian
    Munoz-Ordonez, Julian
    Pencue-Fierro, Leonairo
    REVISTA FACULTAD DE INGENIERIA, UNIVERSIDAD PEDAGOGICA Y TECNOLOGICA DE COLOMBIA, 2020, 29 (54):
  • [2] Calibration of an embedded camera for driver-assistant systems
    Bellino, M
    de Meneses, YL
    Kolski, S
    Jacot, J
    2005 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2005, : 354 - 359
  • [3] Mapping auditory instructions onto gaze trajectories: How attention is guided by driver-assistant systems
    Koesling, H.
    Reilly, R. G.
    PERCEPTION, 2006, 35 : 146 - 146
  • [4] Drowsy driver assistant system
    ElSabrouty, M.
    Hamdy, A.
    Fawky, A.
    Khalil, S.
    2007 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1-3, 2007, : 720 - 724
  • [5] Will the Assistant Become the Driver, and the Driver Become the Assistant?
    Meck, Anna-Maria
    Sardone, Marion
    Cullmann, Jacqueline
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON CONVERSATIONAL USER INTERFACES, CUI 2023, 2023,
  • [6] Injection strategy of diesel fuel for an active regeneration DPF system
    Lee, C. -H.
    Oh, K. -C.
    Lee, C-B
    Kim, D-J
    Jo, J. -D.
    Cho, T. -D.
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2007, 8 (01) : 27 - 31
  • [7] Traffic Sign Detection and Classification for Driver Assistant System
    Ali, Nursabillilah Mohd
    Sobran, Nur Maisarah Mohd
    Ghazaly, M. M.
    Shukor, S. A.
    Ibrahim, A. F. Tuani
    8TH INTERNATIONAL CONFERENCE ON ROBOTIC, VISION, SIGNAL PROCESSING & POWER APPLICATIONS: INNOVATION EXCELLENCE TOWARDS HUMANISTIC TECHNOLOGY, 2014, 291 : 277 - 283
  • [8] A dvanced Driver Assistant System Based on Monocular Camera
    Kang, Jun-Su
    Kim, Jihun
    Lee, Minho
    2014 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2014, : 57 - 58
  • [9] Child Safety Driver Assistant System and its Acceptance
    Quendler, Elisabeth
    Diskus, Christian
    Pohl, Alfred
    Buchegger, Thomas
    Beranek, Ernst
    Boxberger, Josef
    JOURNAL OF AGROMEDICINE, 2009, 14 (02) : 82 - 89
  • [10] Detection of lateral and longitudinal distances for driver assistant system
    Jiang, GY
    Yu, M
    Yu, BK
    2000 IEEE ASIA-PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS: ELECTRONIC COMMUNICATION SYSTEMS, 2000, : 457 - 460