K-means and alternative clustering methods in modern power systems

SM Miraftabzadeh, CG Colombo, M Longo… - IEEE …, 2023 - ieeexplore.ieee.org
As power systems evolve by integrating renewable energy sources, distributed generation,
and electric vehicles, the complexity of managing these systems increases. With the …

Review of multiple load forecasting method for integrated energy system

Y Liu, Y Li, G Li, Y Lin, R Wang, Y Fan - Frontiers in Energy Research, 2023 - frontiersin.org
In order to further improve the efficiency of energy utilization, Integrated Energy Systems
(IES) connect various energy systems closer, which has become an important energy …

Bayesian Optimization-Based LSTM for Short-Term Heating Load Forecasting

B Li, Y Shao, Y Lian, P Li, Q Lei - Energies, 2023 - mdpi.com
With the increase in population and the progress of industrialization, the rational use of
energy in heating systems has become a research topic for many scholars. The accurate …