Iceland wind farm assessment case study and development: An empirical data from wind and wind turbine

•Wind farm production calculation without wake loss effect leads to overestimation.•Wind speed prediction is a crucial issue for power producer.•The wake loss model output could be deep learning training data, in wind forecasting.•A reliable wind farm model leads to a cleaner and more sustainable production.•Developing deep learning in wind power forecasting makes significant sustainability.