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Acoustic monitoring for ice detection and wind park maintenance WinterWind 2017 08.02.2017 Session 9-11 / Boviken
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Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Oct 05, 2020

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Page 1: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Acoustic monitoring for ice detectionand wind park maintenance

WinterWind 201708.02.2017 Session9-11/Boviken

Page 2: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Background

We’ve worked with wind power for 5

years.

Technology developed in-house

Almost 10 years in sounds analysis

Page 3: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Our Way

• Compliance:üBackground noise (long term)üEmission and Immission

monitoring (long Term) • Long Term Monitoring for operational

wind parks

Page 4: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Monitoring setup No need to setup anything at nacelle or blades.

All the installations will be made at ground level close to turbine.

Data will delivered and is accessible online or can be integrated to operational control systems.

Page 5: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

AuresSound™

Monitoring

Real-timeaccess to

data

Monthlyreports

Alarms

Overal noiseTrends

Tonal sounds

Hear what youcan’t see

Icebuild-up?

Abnormal changes?

Erosion?

Professionaldataanalysis

How it works

Page 6: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

What we have learned

Each park has unique soundscape

Each turbine brand and each turbine has different sound

Location (geography, land-scape, etc.) influences sound profoundly

Operational deficiencies can be detected with sound analysis

Page 7: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Normal wind park noise

Page 8: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Monitored Sound PatternSpectrogram: visible rhythm

Page 9: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Abnormal Blade SoundPeak frequency spectrogram: 80 – 100 Hz elevated

Page 10: Acousticmonitoring for ice detection and wind park maintenance · wunderlist.com dropbox.com nettilataukset.waltti.fi 29.122016 ilmatieteenlaitos.fi universalid.verizon.com wiivi.uef.fi

Tonal soundsWind turbines: 7

Hub height: 143 m

Output: 3 MW

Tonality