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Ask an Expert Forum Damage detection of roads using piezo sensors
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Damage detection of roads using piezo sensors

AniketVis
AniketVis over 2 years ago

I'm working on a project called damage detection in roads using piezoelectric sensor....i need some help and guidance regarding this....

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  • scottiebabe
    scottiebabe over 2 years ago +3
    I'm not sure of your location but the search term "smartphone pothole detection" should lead to lots of research papers that might be helpful
  • Gough Lui
    Gough Lui over 2 years ago +3
    There's a mob here that uses accelerometers and cameras mounted to our bus fleet to scan the roads on a nearly continuous basis: https://www.arrb.com.au/news/using-the-sydney-bus-network-to-find-potholes…
  • Jan Cumps
    Jan Cumps over 2 years ago in reply to michaelkellett +2
    AniketVis , I can point you to some of the posts that Michael discusses above. They will help you with 3 things: turn the piezo signal into a safe signal, and condition / buffer it (front end) : Piezo…
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  • michaelkellett
    michaelkellett over 2 years ago

    You'll need to tell us a bit more.

    What sort of piezo electric sensor ?

    I know of force, displacement, acceleration, pressure, microphones, acoustic emitters and more.

    Why don't you explain what your project is, what you have done so dar and where you are stuck ?

    MK

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  • AniketVis
    AniketVis over 2 years ago in reply to michaelkellett

    We have taken some readings and waveforms with this piezo sensor on a road using digital oscilloscope....but we don't know how to interpret those readings....our target is to detect how damaged the road is from inside by using these readings we received....we need basically all guidance about instrument, sensor, method....or if we get any good research paper it will be a great help....thank youimage

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  • dougw
    dougw over 2 years ago in reply to AniketVis

    Interesting project. There are lots of causes of road damage, but the result is usually a bumpier road. When vehicles go over a bump, their suspension and tires oscillate. You may be able to detect this oscillation and its amplitude with this sensor. It will take some experimentation to get the sensor coupled to the road properly without damaging the road and more experimentation to make sense of the data. You may find some frequencies correlate better to road damage. This is a good application for machine learning, but you probably need multiple installations.

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  • dougw
    dougw over 2 years ago in reply to AniketVis

    Interesting project. There are lots of causes of road damage, but the result is usually a bumpier road. When vehicles go over a bump, their suspension and tires oscillate. You may be able to detect this oscillation and its amplitude with this sensor. It will take some experimentation to get the sensor coupled to the road properly without damaging the road and more experimentation to make sense of the data. You may find some frequencies correlate better to road damage. This is a good application for machine learning, but you probably need multiple installations.

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  • dougw
    dougw over 2 years ago in reply to dougw

    If you are instrumenting the vehicle instead of the road, there are papers on this. I was a reviewer of a Master's thesis on a similar topic a decade ago. It was aimed more at determining when the vehicle would need maintenance, but the instrumentation would be similar.

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