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
Simplified short-term electricity market designs: Evidence from Europe

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Exploring harmony search for power system optimization: applications, formulations, and open problems

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Optimal hour-ahead commitment and storage decisions of wind power producers

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Power Flows: Transmission Lines, Allocative Efficiency, and Corporate Profits

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City Energy Transitions: Modelling Policy Alignments with Sectoral Integration at Sub-City Levels

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Enhancing Power Grid Stability with a Hybrid Framework for Wind Power Forecasting: Integrating Kalman Filtering, Deep Residual Learning, and Bidirectional LSTM

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Electricity market design with increasing renewable generation: Lessons from Alberta

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Lights Out: Political and Economic Determinants of Electricity Shutoffs in the United States

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Expansion planning studies of generation sector in highly renewable energy systems considering flexibility requirements

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Deep learning-based prediction models for spot electricity market prices in the Spanish market

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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 633 FWCI10.93

A novel genetic LSTM model for wind power forecast

article Full Text OpenAlex 390 FWCI26.597

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

article Full Text OpenAlex 340 FWCI22.751

Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark

review Full Text OpenAlex 313 FWCI5.476

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

article Full Text OpenAlex 310 FWCI82.628

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

article Full Text OpenAlex 257 FWCI24.074

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

article Full Text OpenAlex 216 FWCI34.694

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

article Full Text OpenAlex 213 FWCI33.549

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 199 FWCI13.058

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

article Full Text OpenAlex 196 FWCI18.629