Prohlížení dle autora "Zjavka, Ladislav"

"Aladin" weather model local revisions using the differential polynomial neural network

Zjavka, Ladislav (Neural Network World. 2014, vol. 24, issue 2, p. 143-156.)

Constructing general partial differential equations using polynomial and neural networks

Zjavka, Ladislav; Pedrycz, Witold (Neural Networks. 2016, vol. 73, p. 58-69.)

Constructing ordinary sum differential equations using polynomial networks

Zjavka, Ladislav; Snášel, Václav (Information Sciences. 2014, vol. 281, p. 462-477.)

Direct wind power forecasting using a polynomial decomposition of the general differential equation

Zjavka, Ladislav; Mišák, Stanislav (IEEE Transactions on Sustainable Energy. 2018, vol. 9, issue 4, p. 1529-1539.)

Local improvements in numerical forecasts of relative humidity using polynomial solutions of general differential equations

Zjavka, Ladislav; Sokol, Zbyněk (Quarterly Journal of The Royal Meteorological Society. 2018, vol. 144, issue 712, p. 780-791.)

Modelling the photovoltaic output power using the differential polynomial network and evolutionary fuzzy rules

Zjavka, Ladislav; Krömer, Pavel; Mišák, Stanislav; Snášel, Václav (Mathematical Modelling and Analysis. 2017, vol. 22, issue 1, p. 78-94.)

Multi-site post-processing of numerical forecasts using a polynomial network substitution for the general differential equation based on operational calculus

Zjavka, Ladislav (Applied Soft Computing. 2018, vol. 73, p. 192-202.)

Numerical weather prediction revisions using the locally trained differential polynomial network

Zjavka, Ladislav (Expert Systems with Applications. 2016, vol. 44, p. 265-274.)

Photo-voltaic power daily predictions using expanding PDE sum models of polynomial networks based on Operational Calculus

Zjavka, Ladislav (Engineering Applications of Artificial Intelligence. 2020, vol. 89, art. no. UNSP 103409.)

Photo-voltaic power intra-day and daily statistical predictions using sum models composed from L-transformed PDE components in nodes of step by step developed polynomial neural networks

Zjavka, Ladislav (Electrical Engineering. 2020.)

Photovoltaic energy all-day and intra-day forecasting using node by node developed polynomial networks forming PDE models based on the L-transformation

Zjavka, Ladislav (Energies. 2021, vol. 14, issue 22, art. no. 7581.)

Photovoltaic power intra- and day-ahead predictions with differential learning producing PDE-modular models based on the node L-transform derivatives

Zjavka, Ladislav (Environmental Progress & Sustainable Energy. 2022, art. no. e13977.)

Power quality 24-hour prediction using differential, deep and statistics machine learning based on weather data in an off-grid

Zjavka, Ladislav (Journal of the Franklin Institute. 2023, vol. 360, issue 17, p. 13712-13736.)

Power quality approximation for household equipment load combinations using a stepwise growth in input parameters of AI models

Zjavka, Ladislav (Scientific Reports. 2022, vol. 12, issue 1, art. no. 19025.)

Power quality estimations for unknown binary combinations of electrical appliances based on the step-by-step increasing model complexity

Zjavka, Ladislav (Cybernetics and Systems. 2022.)

Power quality multi-step predictions with the gradually increasing selected input parameters using machine-learning and regression

Zjavka, Ladislav (Sustainable Energy, Grids & Networks. 2021, vol. 26, art. no. 100442.)

Power quality statistical predictions based on differential, deep and probabilistic learning using off-grid and meteo data in 24-hour horizon

Zjavka, Ladislav (International Journal of Energy Research. 2021.)

PV power intra-day predictions using PDE models of polynomial networks based on operational calculus

Zjavka, Ladislav (IET Renewable Power Generation. 2020, vol. 14, issue 8, special issue, p. 1405-1412.)

Short-term power demand forecasting using the differential polynomial neural network

Zjavka, Ladislav (International Journal of Computational Intelligence Systems. 2015, vol. 8, issue 2, p. 297-306.)

Short-term power load forecasting with ordinary differential equation substitutions of polynomial networks

Zjavka, Ladislav; Snášel, Václav (Electric Power Systems Research. 2016, vol. 137, p. 113-123.)