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Nonlinear systems of Volterra equations with piecewise smooth kernels: Numerical solution and application for power systems operation

Sidorov D., Tynda A., Muftahov I., Dreglea A., Liu F. Nonlinear systems of Volterra equations with piecewise smooth kernels: Numerical solution and application for power systems operation // Mathematics. Vol.8. №8. ID: 1257. 2020. DOI: 10.3390/MATH8081257 The evolutionary integral dynamical models of storage systems are addressed. Such models are based on systems of weakly regular nonlinear Volterra integral equations with piecewise smooth kernels. These equations can have non-unique solutions that...

Теги: direct discretization , discontinuous kernels , energy storage , inverse problem , load leveling , midpoint rectangles , newton-kantorovich method , nonlinear volterra equations , polynomial-collocation schem
Раздел: ИСЭМ СО РАН
Energy balancing using charge/discharge storages control and load forecasts in a renewable-energy-based grids

Sidorov D., Tao Q., Muftahov I., Zhukov A., Karamov D., Dreglea A., Liu F. Energy balancing using charge/discharge storages control and load forecasts in a renewable-energy-based grids // Chinese Control Conference, CCC. Vol.2019-July. ID: 8865777. 2019. P.6865-6870. ISBN (print): 9789881563972. DOI: 10.23919/ChiCC.2019.8865777 Renewable-energy-based grids development needs new methods to maintain the balance between the load and generation using the efficient energy storages models. Most of the...

Теги: deep learning. , energy storage , forecasting , integral equations , inverse problem , machine learning , numerical methods , power systems , svm
Раздел: ИСЭМ СО РАН


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