Diagnostics of mobile machinery: Future trends

Ville Vidqvist, Jarmo Alanen, Jyrki Tervo

    Research output: Book/ReportReport


    In this report various future trends are listed for mobile machinery diagnostics. Standards, legislation, sensors, vehicle networks, data-analysis and prognostics are discussed. Mobile machinery diagnostics are studied from two points of view: process industry condition monitoring and automotive vehicle diagnostics. Some standards for these industries are listed. Sensor discussion is mainly from an automotive point of view and vehicle networks are targeted towards wireless communication. The data-analysis part includes basics of neural networks, fuzzy systems and genetic algorithms. Bayesian networks are also covered into some depth. In the end an example of modern vehicle diagnostic system is presented.
    Original languageEnglish
    Place of PublicationEspoo
    PublisherVTT Technical Research Centre of Finland
    Number of pages51
    Publication statusPublished - 2002
    MoE publication typeD4 Published development or research report or study

    Publication series

    SeriesVTT Tuotteet ja tuotanto. Tutkimusraportti


    • diagnostics
    • sensors
    • vechile networks
    • mobile machinery


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