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Concordia Study: Enhanced Wind Forecasts Boost Urban Power

Concordia Study: Enhanced Wind Forecasts Boost Urban Power
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Ramanunni Menon , Ursula Eicker , Pilar Monsalvete , Anton Kaifel , Fuzhan Nasiri , Recurrent Neural Networks , Canada Excellence Research , Agency Institutional Program Secretariat , Centre For Solar Energy , Generation Cities Institute , Hydrogen Research In Stuttgart , Department Of Building , Concordia University , Gina Cody School Of Engineering , International Energy Agency , Environmental Engineering , Gina Cody School , Computer Science , Navid Shirzadi , Long Short Term Memory , Next Generation Cities Institute , Net Zero Emissions , Canada Excellence Research Chair , Resilient Cities , Solar Energy , Hydrogen Research ,

Improved wind speed forecasts can help urban

Researchers at Concordia University present a new wind speed forecasting model that they say can help urban microgrids plan and manage electricity generation. Navid Shirzadi Ph.D. used data from a Weibull probability distribution and numerical weather prediction models and fed it into a recurrent neural network. He says his model improves forecasting by over 30 percent over a 48-horizon. ....

Pilar Monsalvete , Anton Kaifel , Ursula Eicker , Ramanunni Menon , Fuzhan Nasiri , Recurrent Neural Networks , Gina Cody School Of Engineering , Centre For Solar Energy , Department Of Building , International Energy Agency , Hydrogen Research In Stuttgart , Canada Excellence Research , Agency Institutional Program Secretariat , Concordia University , Method Of Research , Generation Cities Institute , Environmental Engineering , Gina Cody School , Computer Science , Navid Shirzadi , Long Short Term Memory , Next Generation Cities Institute , Net Zero Emissions , Canada Excellence Research Chair , Resilient Cities , Solar Energy ,