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
A branch-adaptive framework for multi-timescale wind power forecasting: Optimization via hybrid evolutionary algorithm and physics-informed modeling

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Safe Deep Reinforcement Learning for Real-time AC Optimal Power Flow: A Near-optimal Solution

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Risk-averse co-optimization of virtual power plants in multi-markets considering scheduling costs and uncertainties of controllable loads

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Diagnostic analytics of electricity tariff design in Nepal

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A linear programming model for power system planning with hydrogen integration

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Optimization of interpretable hydropower reservoir operation rules by denoising diffusion probabilistic model, parallel chaotic cooperation search algorithm and liquid neural network

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Distributed optimization strategy for shared energy storage stations and multi-energy microgrids under uncertainty: Low-carbon coordinated scheduling based-asymmetric Nash bargaining

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Financial markets and renewable energy transitions: Evidence from energy investment, domestic credit, market capitalisation and institutional quality

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Electric-carbon market coupling and price transmission mechanism in China: An empirical analysis and development barriers study

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A large-scale multi-objective evolutionary neural network model considering robustness for short-term wind power prediction

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近5年高被引文献
Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

article Full Text OpenAlex 390 FWCI32.9872

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

article Full Text OpenAlex 340 FWCI63.0541

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

article Full Text OpenAlex 334 FWCI44.2126

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

article Full Text OpenAlex 317 FWCI41.9623

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

article Full Text OpenAlex 266 FWCI23.5054

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

review Full Text OpenAlex 261 FWCI22.8487

Wind power forecasting considering data privacy protection: A federated deep reinforcement learning approach

article Full Text OpenAlex 236 FWCI20.8218

A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction

article Full Text OpenAlex 228 FWCI19.8083

A player unknown's battlegrounds ranking based optimization technique for power system optimization problem

article Full Text OpenAlex 225 FWCI20.6479

Forecasting Renewable Energy Generation with Machine Learning and Deep Learning: Current Advances and Future Prospects

article Full Text OpenAlex 221 FWCI29.4406