?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Reducing+false+alarm+rates+in+observer-based+distributed+fault+detection+schemes+by+analyzing+moving+averages&rft.creator=Attuati%2C+S&rft.creator=Farina%2C+M&rft.creator=Boem%2C+F&rft.creator=Parisini%2C+T&rft.description=In+this+paper%2C+we+first+analyze+the+possible+limitations+of+a+model-based+fault+detection+method+grounded+on+a+partition-based+distributed+Luenberger+observer.+The+corresponding+fault+detection+test+consists+of+comparing%2C+for+each+time+instant%2C+the+output+prediction+error+with+a+suitable+bound%2C+computed+analytically+in+a+distributed+and+scalable+way+As+a+result%2C+we+highlight+the+presence+of+an+often+restrictive+tradeoff+between+false-alarm+and+missed-detection+rates.+To+overcome+this+significant+drawback%2C+we+resort+to+a+method+based+on+the+analysis+of+moving+averages+of+residuals.+Tests+on+an+academic+case+study+show+the+effectiveness+of+this+approach.&rft.subject=Model-based+distributed+fault+detection%2C+partition-based+observers&rft.publisher=Elsevier&rft.date=2018&rft.type=Proceedings+paper&rft.publisher=10th+IFAC+Symposium+on+Fault+Detection%2C+Supervision+and+Safety+for+Technical+Processes%2C+Safeprocess+2018&rft.language=eng&rft.source=+++++In%3A++IFAC-PapersOnLine.++(pp.+pp.+473-479).++Elsevier+(2018)+++++&rft.format=text&rft.identifier=https%3A%2F%2Fdiscovery.ucl.ac.uk%2Fid%2Feprint%2F10051702%2F1%2FDF_dataseries_final_sub.pdf&rft.identifier=https%3A%2F%2Fdiscovery.ucl.ac.uk%2Fid%2Feprint%2F10051702%2F&rft.rights=open