符合 ISOBAR 标准.pdf

1、?ISOBAR ComplianceFLY AI Forum22nd-23rdApril 2025Benjamin CRAMETMihai OGICAEUROCONTROLIt all started from thereiFlow and ISOBAR 181How does it look like?NM Lab Presentation182How does it look like?NM Lab Presentation183How does it look like?NM Lab Presentation184WeatherDemandAirspaceCategorisation(R

2、andom Forest)Regressor(XGBoost)?iFlow and ISOBAR 186?iFlow and ISOBAR 187?The end-users of the ISOBAR project are the Deputy Operation Managers(DOMs),who are responsible for monitoring and managing the European Network.The end-users can use the predictions from the ISOBAR models,the EUMETNET and ICO

3、Nv weather prediction to enhance their understanding about capacity in engaging with FMPs.The end-users can also provide feedback and suggestions to improve the ISOBAR project.iFlow and ISOBAR 188?The operational environment of the ISOBAR project is the European airspace,where weather events can cau

4、se disruptions and delays in air traffic flow and capacity.The ISOBAR project is integrated into the existing Cross Border Weather procedure,which aims to reduce weather-related air traffic flow and capacity management(ATFCM)delays.Scenario 1:DOM in action Scenario 2:Monitoring/Digital TwiniFlow and

5、 ISOBAR 189?Weather does not occur where we think it willRegulation can be placed at other places than the weather to protect flowsMetrics are computed at ACC level for:Classifier Confusion matrix,recal,F1 RegressorRMSE,MAEiFlow and ISOBAR 190?It is an enabler to engage into constructive discussion

6、with end-usersLearning Assurance objectives very useful for the design and usage of data pipeline Several objectives appear as not in correlation of the safety impact of the AI modelInformation to be provided is very into data-science and requires a deep knowledge of AI which app