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Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance
Most existing data-driven power system short-term voltage stability assessment (STVSA)
approaches presume class-balanced input data. However, in practical applications, the …
approaches presume class-balanced input data. However, in practical applications, the …
A review on the integrated optimization techniques and machine learning approaches for modeling, prediction, and decision making on integrated energy systems
The optimal co-planning of the integrated energy system (IES) and machine learning (ML)
application on the multivariable prediction of IES parameters have mostly been carried out …
application on the multivariable prediction of IES parameters have mostly been carried out …
A genetic algorithm optimization approach for smart energy management of microgrids
Optimal management and planning of microgrids (MG) are the most important goals for
operators. In this study, a Multiobjective Genetic Algorithm (MOGA) is applied to the …
operators. In this study, a Multiobjective Genetic Algorithm (MOGA) is applied to the …
[HTML][HTML] SWOT analysis: A framework for comprehensive evaluation of drivers and barriers for renewable energy development in significant countries
Energy has been the cornerstone for all the technological advancements that are happening
in the world. The need for energy at present is great than ever before and it is foreseen to …
in the world. The need for energy at present is great than ever before and it is foreseen to …
Uncertainty parameters of battery energy storage integrated grid and their modeling approaches: A review and future research directions
The continuously growing population and urban growth rates are responsible for the sharp
rise in energy consumption, which leads to increased CO 2 emissions and demand-supply …
rise in energy consumption, which leads to increased CO 2 emissions and demand-supply …
Assessment techniques of the impact of grid-tied rooftop photovoltaic generation on the power quality of low voltage distribution network-A review
Many countries have experienced a surge in the level of the penetration of solar PV systems
in the last decade. A huge portion of the newly deployed PV systems are connected to low …
in the last decade. A huge portion of the newly deployed PV systems are connected to low …
Long-term optimal planning for renewable based distributed generators and battery energy storage systems toward enhancement of green energy penetration
In this paper, we formulate a stochastic long-term optimization planning problem that
addresses the cooperative optimal location and sizing of renewable energy sources (RESs) …
addresses the cooperative optimal location and sizing of renewable energy sources (RESs) …
[HTML][HTML] Power market models for the clean energy transition: State of the art and future research needs
As power systems around the world are rapidly evolving to achieve decarbonization
objectives, it is crucial that power system planners and operators use appropriate models …
objectives, it is crucial that power system planners and operators use appropriate models …
[HTML][HTML] Multi-objective design optimization of multiple energy systems in net/nearly zero energy buildings under uncertainty correlations
Net/nearly zero energy buildings (NZEBs) are being recognized as a promising solution to
improve environmental friendliness and reduce energy consumption in the building sector …
improve environmental friendliness and reduce energy consumption in the building sector …
[HTML][HTML] Design of flexible energy systems for nearly/net zero energy buildings under uncertainty characteristics: A review
Compared to traditional building energy systems, the energy systems used in nearly/net
zero energy buildings face more complex challenges due to highly uncertain characteristics …
zero energy buildings face more complex challenges due to highly uncertain characteristics …