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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
Department of Energy-Economy Interactions #20

... Methods for the estimation of possible macroeconomic and social consequences of different energy development strategies and policies;  Study on the energy consumption regularities and development of methods for the prediction of situation in the regional energy markets;  Modeling and study of how the uncertainty of future conditions influences the efficiency and implementability of the scenarios of energy systems development; Methods for estimating how inertia, economic, and other barriers affect the ...

Теги: energy economy , energy market
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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