Concepedia

Intelligent Forecasting and Optimization in Electrical Power Systems: Advances in Models and Applications

Grzegorz Dudek, P. Piotrowski, D. Baczyński

Energies · 2023 · 20 citations · 9 references

DOIFull text

Open access

Concepts

Abstract

A modern power system is a complex network of interconnected components, such as generators, transmission lines, and distribution subsystems, that are designed to provide electricity to consumers in an efficient and reliable manner [...]

References

9

A Comprehensive Study of Random Forest for Short-Term Load Forecasting

Grzegorz Dudek · Energies · 2022 · 132 citations · Full text

, , +16

Offshore Wind Power Forecasting—A New Hyperparameter Optimisation Algorithm for Deep Learning Models

Shahram Hanifi, Saeid Lotfian, Hossein Zare‐Behtash et al. · Energies · 2022 · 48 citations · Full text

, , +16

Advanced Ensemble Methods Using Machine Learning and Deep Learning for One-Day-Ahead Forecasts of Electric Energy Production in Wind Farms

P. Piotrowski, D. Baczyński, Marcin Kopyt et al. · Energies · 2022 · 45 citations · Full text

, , +16

Analysis and Forecasting of Monthly Electricity Demand Time Series Using Pattern-Based Statistical Methods

Paweł Pełka · Energies · 2023 · 42 citations · Full text

, , +16

Short-Term Occupancy Forecasting for a Smart Home Using Optimized Weight Updates Based on GA and PSO Algorithms for an LSTM Network

Sameh Mahjoub, Sami Labdai, Larbi Chrifi‐Alaoui et al. · Energies · 2023 · 28 citations · Full text

, , +17