AI ee Kediska Saadaasha Dabaysha iyo Korontada Qorraxda

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Maxay saadaasha dabaysha iyo cadceedu uga adag tahay saadaasha wax soo saarka dhirta dhuxusha?
   • Wax soo saarkoodu wuxuu ku xiran yahay cimilada isbedbedesha sida xawaaraha dabaysha iyo daboolida daruuraha
   • Dhirta la cusboonaysiin karo had iyo jeer waxay ku yaalliin xeebta
   • Waxay soo saaraan qulqul toos ah oo aan la qiyaasi karin
   • Ma hayaan xog taariikhi ah oo la heli karo
2. Which probabilistic methods did the cited offshore-wind study compare?
   • Only a CNN on sky-camera images
   • Conformalized quantile regression, natural gradient boosting, and conditional diffusion models
   • A fixed timetable and linear trend
   • A speech recognizer and image captioner
3. Waa maxay saadaasha macquulka ah?
   • Saadaasha had iyo jeer sax ah
   • Saadaasha la sameeyay iyada oo aan wax xog cimilo ahi jirin
   • Saadaasha bixisa kala duwanaansho ama qaybinta wax soo saarka suurtogalka ah, maaha hal lambar oo keliya
   • Saadaasha kaliya ee sanadka soo socda
4. In the cited Belgian offshore-wind study, what did using an ensemble of weather forecasts change?
   • Accuracy fell by 17% in every region
   • The model no longer needed weather data
   • It proved all renewable forecasts are exact
   • Average point-forecast accuracy improved by 17% in the reported evaluation
5. Maxay saadaasha cimiladu tirooyinka (NWP) gacan ka geysataa saadaasha dib loo cusboonaysiin karo ee hawada dheer?
   • Waxa ay jidh ahaan u ekaysiisaa jawiga si ay u saadaaliso dabaysha iyo ilaysyada maalmaha soo socda
   • Waxay tirisaa tirada marawaxadaha
   • Waxay cabbirtaa qiimaha korontada
   • Waxay bedeshaa baahida AI kasta
6. How much historical data did the cited wind-power forecasting study use for validation?
   • Four hours from one solar panel
   • Four years from Belgian offshore wind farms
   • Forty years from every national grid
   • One year of coal-plant output
7. Why are probabilistic renewable-energy forecasts useful to grid operators?
   • They guarantee the exact power output
   • They remove weather uncertainty
   • They communicate a range of possible generation outcomes for planning reserves and balancing
   • They replace grid measurements
8. What happens when actual cloud cover differs from the weather forecast used by a solar model?
   • The solar panels stop generating electricity
   • The model becomes a deterministic forecast
   • The error is always canceled by wind
   • The generation forecast can be wrong, so updates and uncertainty monitoring matter