专题：Electric Power System Optimization

This cluster of papers focuses on the operation and optimization of electricity markets, with a particular emphasis on unit commitment, economic dispatch, renewable energy integration, market power, transmission expansion planning, stochastic optimization, wind power forecasting, ancillary services, electricity market reform, and price volatility.
最新文献
Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition

article Full Text OpenAlex

Market bidding for multiple photovoltaic-storage systems: A two-stage bidding strategy based on a non-cooperative game

article Full Text OpenAlex

Strategy for optimizing the bidirectional time-of-use electricity price in multi-microgrids coupled with multilevel games

article Full Text OpenAlex

Optimal investment and bidding strategies for wind power in electricity and green certificates markets

article Full Text OpenAlex

Using stochastic dual dynamic programming to design long-term operation policy of hydro-wind-solar energy systems considering multiple coupled uncertainties and end-of-year carryover storage

article Full Text OpenAlex

A multi-market equilibrium model considering the carbon-green certificate mutual recognition trading mechanism under the electricity market

article Full Text OpenAlex

Enhancing power grid stability with a hybrid framework for wind power forecasting: Integrating Kalman Filtering, Deep Residual Learning, and Bidirectional LSTM

article Full Text OpenAlex

Research on the Co-Evolution Mechanism of Electricity Market Entities Enabled by Shared Energy Storage: A Tripartite Game Perspective Incorporating Dynamic Incentives/Penalties and Stochastic Disturbances

article Full Text OpenAlex

Day-ahead bidding and dispatch strategy of novel battery charging and swapping station under multiple uncertainties

article Full Text OpenAlex

A binary bat algorithm with improved crossover operators and Cauchy mutation for unit commitment problem

article Full Text OpenAlex

近5年高被引文献
A review of wind speed and wind power forecasting with deep neural networks

review Full Text OpenAlex 760 FWCI49.14124271

A novel genetic LSTM model for wind power forecast

article Full Text OpenAlex 449 FWCI32.18017946

A Short-Term Load Forecasting Method Using Integrated CNN and LSTM Network

article Full Text OpenAlex 430 FWCI28.69628539

An initialization-free distributed algorithm for dynamic economic dispatch problems in microgrid: Modeling, optimization and analysis

article Full Text OpenAlex 331 FWCI82.12152325

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

article Full Text OpenAlex 331 FWCI35.63106442

COA-CNN-LSTM: Coati optimization algorithm-based hybrid deep learning model for PV/wind power forecasting in smart grid applications

article Full Text OpenAlex 284 FWCI47.11102708

Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features

article Full Text OpenAlex 267 FWCI44.29100081

Power systems optimization under uncertainty: A review of methods and applications

review Full Text OpenAlex 239 FWCI25.72756615

Review and prospect of data-driven techniques for load forecasting in integrated energy systems

article Full Text OpenAlex 236 FWCI25.40462599

Short-term offshore wind power forecasting - A hybrid model based on Discrete Wavelet Transform (DWT), Seasonal Autoregressive Integrated Moving Average (SARIMA), and deep-learning-based Long Short-Term Memory (LSTM)

article Full Text OpenAlex 230 FWCI15.12743479