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Department of Complex and Regional Problems in Energy #60

... policy;  Principles. methods and models for studying and choosing the rational lines of energy development in the country and regions;  Methodological approaches, systems of models and databases for forecasting the regional energy demand; State of energy markets in Northeast Asia (NEA) countries; Forecasts, concepts and alternative scenarios of energy development in the country and regional energy development in Siberia and the Far East considering the energy cooperation with NEA countries; Possibility ...

Теги: energy market , energy cooperation , forecast , energy economy
Раздел: ESI SB RAS
Forecasting nonstationary time series based on Hilbert-Huang transform and machine learning

... employs a hybrid genetic algorithm to train an artificial neural network and a regressive model based on support vector machines. The efficiency of the proposed approach is demonstrated on real data coming from Nord Pool Spot and Australian National Energy Market.

Теги: control , forecast , energy market
Раздел: ESI SB RAS

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