AI ee Kediska Dayactirka Saadaasha

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Dhibaato noocee ah ayaa dayactirka saadaasha ugu horrayn xalliyaa marka la barbar dhigo dayactirka ka hortagga?
   • Waxay ka fogaanaysaa in lagu beddelo qaybaha caafimaadka qaba jadwal go'an iyadoo hagaajinaysa kaliya marka loo baahdo
   • Waxay meesha ka saaraysaa baahida dareemayaasha
   • Waxay ka dhigtaa mashiinnada inay si degdeg ah u shaqeeyaan
   • Waxay gabi ahaanba meesha ka saaraysaa baahida farsamoyaqaannada
2. Waa maxay qiyaasta 'Nolosha waxtarka leh ee hadhay' (RUL)?
   • Qiimaha guud ee mishiinka
   • Intee in le'eg ayaa qayb ka tagay ka hor inta aanu fashilmin
   • Tamarta uu matoorku ku isticmaalo saacadiiba
   • Tirada dareemayaasha qalabka
3. Which signal is collected in the Case Western bearing fault dataset for rotating-machine diagnostics?
   • Patient electrocardiograms
   • Satellite color channels
   • Vibration acceleration
   • Text sentiment scores
4. Sidee buu autoencoder caadi ahaan u taageeraa ogaanshaha cilladaysan ee PdM?
   • Waxay si otomaatig ah ugu calaamadaynaysaa nooc kasta oo khalad ah magaca
   • Waxay soo saartaa mashiinno cusub
   • Waxay beddeshaa dareemayaasha gariirka
   • Waxaa lagu tababbaray oo keliya xogta caafimaadka qabta waxayna calaamadisaa khaladka dib-u-dhiska sare oo aan caadi ahayn
5. What edge-computing approach does the cited condition-monitoring paper study?
   • Federated autoencoder training using vibration data at devices near the monitored machines
   • Centralizing all raw data in a public image database
   • Training a language model on maintenance manuals only
   • Replacing sensors with a periodic questionnaire
6. How does NIST define a digital twin?
   • A maintenance calendar with no model of equipment
   • A virtual representation of a physical or perceived real-world entity
   • A physical duplicate machine kept in storage
   • A guarantee that a machine will not fail
7. What is the NASA C-MAPSS dataset used to evaluate?
   • Cancer grade classification from biopsy slides
   • Speech recognition in noisy rooms
   • Turbofan engine degradation and remaining-useful-life prediction
   • Global climate averages without time series
8. How should an anomaly alert from a predictive-maintenance model be interpreted?
   • As a guaranteed failure date
   • As an automatic repair prescription
   • As evidence that no human review is needed
   • As a signal for inspection, not proof of a specific fault or failure time