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 review on the integration of probabilistic solar forecasting in power systems
As one of the fastest growing renewable energy sources, the integration of solar power
poses great challenges to power systems due to its variable and uncertain nature. As an …
poses great challenges to power systems due to its variable and uncertain nature. As an …
Privacy-preserving spatiotemporal scenario generation of renewable energies: A federated deep generative learning approach
Scenario generation is a fundamental and crucial tool for decision-making in power systems
with high-penetration renewables. Based on big historical data, in this article, a novel …
with high-penetration renewables. Based on big historical data, in this article, a novel …
Model-free renewable scenario generation using generative adversarial networks
Scenario generation is an important step in the operation and planning of power systems
with high renewable penetrations. In this work, we proposed a data-driven approach for …
with high renewable penetrations. In this work, we proposed a data-driven approach for …
Review of wind power scenario generation methods for optimal operation of renewable energy systems
J Li, J Zhou, B Chen - Applied Energy, 2020 - Elsevier
Scenario generation is an effective method for addressing uncertainties in stochastic
programming for energy systems with integrated wind power. To comprehensively …
programming for energy systems with integrated wind power. To comprehensively …
Data-driven scenario generation of renewable energy production based on controllable generative adversarial networks with interpretability
W Dong, X Chen, Q Yang - Applied Energy, 2022 - Elsevier
Efficient and reliable scenario generation is of paramount importance in the modeling of
uncertainties and fluctuations of wind and solar based renewable energy production for …
uncertainties and fluctuations of wind and solar based renewable energy production for …
Wind and solar power integration in electricity markets and distribution networks through service-centric virtual power plants
D Koraki, K Strunz - IEEE Transactions on Power Systems, 2017 - ieeexplore.ieee.org
A virtual power plant (VPP) is formulated and developed as a service-centric aggregator that
enables the market integration of distributed energy resources and simultaneously supports …
enables the market integration of distributed energy resources and simultaneously supports …
Deep learning-based multivariate probabilistic forecasting for short-term scheduling in power markets
JF Toubeau, J Bottieau, F Vallée… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In the current competition framework governing the electricity sector, complex dependencies
exist between electrical and market data, which complicates the decision-making procedure …
exist between electrical and market data, which complicates the decision-making procedure …
[HTML][HTML] A review on long-term electrical power system modeling with energy storage
Driven by the demand for intermittent power generation, Energy Storage (ES) will be widely
adopted in future electricity grids to provide flexibility and resilience. Technically, there are …
adopted in future electricity grids to provide flexibility and resilience. Technically, there are …
Autism in Brazil: a systematic review of family challenges and coping strategies
PTM Gomes, LHL Lima, MKG Bueno, LA Araújo… - Jornal de …, 2015 - SciELO Brasil
OBJECTIVE: To describe the challenges faced by families caring for children with autism
spectrum disorder (ASD) in Brazil and the coping strategies employed. SOURCES …
spectrum disorder (ASD) in Brazil and the coping strategies employed. SOURCES …