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Department of Complex and Regional Problems in Energy #60

... topics: Scientific principles of the regional energy 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 ...

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

We propose a modification of the adaptive approach to time series forecasting. On the first stage, the original signal is decomposed with respect to a special empirical adaptive orthogonal basis, and the Hilbert’s integral transform is applied. On the second stage, the resulting orthogonal functions and their instantaneous ...

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


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