Titlebook: Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewa; 5th ECML PKDD Worksh Wei Lee Woon,Zey

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Singular Values of Compact Operators a set of energy consumption strategies, which would span from maximum cost saving strategy, to maximum comfort preserving strategy. The discomfort of user caused by load shifting is expressed here as a Euclidean distance between recommended and forecasted consumption. Recommendation is formulated a

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I. Gohberg,M. A. Kaashoek,S. Goldbergries data. Abnormal behaviours leading to over-consumption can be detected by experts and represented by sub-sequences in time series, which are patterns. Predictive time series rules are used to detect new occurrences of these patterns as soon as possible..Standard rule discovery algorithms discret

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I. Gohberg,M. A. Kaashoek,S. Goldberg is so fluctuating that it must be integrated to the electricity grid in a planned way. Wind power forecast methods have an important role in this integration. These methods can be broadly classified as . or . methods. The point forecasting methods are more deterministic and they are concerned with