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Intelligent control of a wind turbine based on reinforcement learning

... turbine based on reinforcement learning // 2019 16th Conference on Electrical Machines, Drives and Power Systems, ELMA 2019 - Proceedings. ID: 8771645. 2019. ISBN (print): 9781728114132. DOI: 10.1109/ELMA.2019.8771645 Advanced controllers of modern wind turbines can help increase energy capture efficiency and reduce structural loading. However, to fulfill the modern wind turbine control demands with contradicting requirements (efficiency and reliability), innovative control methods that can handle ...

Теги: control , mimo control , pitch control , reinforcement learning , torque control , wind turbine , adaptive control systems , control engineering , electric machinery , machine learning , mimo systems , stochastic systems , wind , wind turbines , adaptive control des
Раздел: ИСЭМ СО РАН
Integrated energy supply schemes on basis of cogeneration plants and wind power plants

... reliability and environmental friendliness of energy supply (electricity and heat). This is a result of fuel saving and reduction in CO2 emissions from thermal power plants, which becomes possible when part of fuel is replaced with electric power generated by wind turbines. The technological advantages of the proposed schemes are considered. These advantages expand the range of applications for the technologies both in small-scale and large-scale energy systems. A patent protects the proposed technologies....

Теги: fuel saving , integrated scheme of energy supply , reduction co2 emissions , thermal power plant , wind energy , wind power plant , carbon dioxide , fuel economy , fuels , patents and inventions , thermoelectric power plants , wind power , wind turbines , co2 emission
Раздел: ИСЭМ СО РАН
Modeling of hydrogen and electrical energy storages in wind/PV energy system on the Lake Baikal coast

....ijhydene.2017.02.076 The paper presents a research on a green power supply system (producing no carbon dioxide and other harmful emissions) in the area of Baikal Lake, for the maximum loads of 10 kW and 100 kW. The system includes photovoltaic converters, wind turbines, batteries for electric energy storage and a system for hydrogen production, storage and energy use. Calculations based on the optimization mathematical model demonstrated the efficiency of the combined use of wind and solar energy in the ...

Теги: carbon-free energy technologies , wind turbines , pv , hydrogen , electric energy storage , hydrogen storage , hybrid pv/wind system , renewable energy , management strategies , size optimization , economic-analysis , power-systems , technologies , methodology , integr
Раздел: ИСЭМ СО РАН
Applicability of Volterra integral polynomials in the control systems of electric power facilities

Solodusha S., Suslov K., Gerasimov D. Applicability of Volterra integral polynomials in the control systems of electric power facilities // Proceedings of 2016 International Conference "Stability and Oscillations of Nonlinear Control Systems" (Pyatnitskiy's Conference), STAB 2016. 1 p. ISBN (print): 9 781 467 . DOI: 10.1109/STAB.2016.7541227 The paper presents an approach to the construction of a system for automatic control of nonlinear dynamic objects on the basis of Volterra polynomials...

Теги: automation , control system stability , control systems , differential equations , nonlinear control systems , nonlinear equations , system stability , wind turbines , dynamic characteristics , electric power
Раздел: ИСЭМ СО РАН


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