https://dasya.itu.dk/tags/forecasting/ Recent content in Forecasting on DASYA Hugo -- gohugo.io en-us © DASYA, IT University of Copenhagen Thu, 20 Aug 2020 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/automl-forecasting-energy/ Thu, 20 Aug 2020 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/automl-forecasting-energy/ With the recent hunger for being “data driven”, many organizations are eager for integrating ML in there decision making process. Unfortunately, competent data scientists are still relatively scarce, and manual model development cannot keep up with the demand for magic AI solutions. This is no less true when it comes to forecasting. Knowing the future is extremely handy when making decisions. AutoML for Time Series Forecasting Subsequently many systems are now developing and integrating AutoML tools for time series forecasting. https://dasya.itu.dk/for-students/proposals/archive/wind-turbine-electricity-production-prediction/ Mon, 16 Dec 2019 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/wind-turbine-electricity-production-prediction/ The goal of the project is to explore the accuracy of electricity production predictions based on historical data and weather predictions. This may be tackled as a sequence prediction problem using recurrent neural networks The long term goal is to incorporate wind turbines in the reserve market for electricity. https://dasya.itu.dk/for-students/projects/archive/powering-the-orkney-cloud/ Thu, 31 May 2018 00:00:00 +0000 https://dasya.itu.dk/for-students/projects/archive/powering-the-orkney-cloud/ Modeling and Understanding Curtailment in Orkney