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Two-layer Optimization Scheduling for Off-grid Microgrids Based on Multi-agent Deep Policy Gradient
Published 2025-05-01Get full text
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263
Assessment of Ferroresonance Processes in Schemes of 6-35 kV Electrical Grids on the Basis of Reliability Analysis
Published 2020-12-01“…The object of research is the choice of the optimal technical solution to prevent the development or the long existence of ferroresonance processes in electrical distribution grids of 6-35 kV, which are operated in isolated neutral mode. …”
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264
A Comprehensive Survey on the Usage of Machine Learning to Detect False Data Injection Attacks in Smart Grids
Published 2025-01-01“…This article provides a comprehensive survey on the application of machine learning techniques for detecting False Data Injection Attacks (FDIA) in smart grids. It introduces a novel taxonomy categorizing detection methods based on key criteria such as AC and DC systems, performance metrics, bus size, algorithm selection, and specific subcategories of detection problems. …”
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265
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A distributed week-ahead scheduling method for the charging / discharging of plug-in electric vehicles integrated into the grid
Published 2024-01-01“…However, the existing research works on GVI are mainly limited to day-ahead or intra-day schedules which may not fully utilize the EVs' potential in charging/discharging arrangements for the power grid. …”
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267
An optimized system for predicting energy usage in smart grids using temporal fusion transformer and Aquila optimizer
Published 2025-04-01“…This research presents an optimized system for predicting energy usage in smart grids by integrating the Temporal Fusion Transformer (TFT) with the Aquila Optimizer (AO). …”
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268
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Deceptive Cyber-Resilience in PV Grids: Digital Twin-Assisted Optimization Against Cyber-Physical Attacks
Published 2025-06-01“…This research provides a scalable and adaptive cybersecurity framework that can be applied to future renewable energy systems, ensuring grid security, operational stability, and sustainable energy management under adversarial conditions.…”
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270
Optimal allocation of renewable energy resources in a smart grid under neutrosophic credibility-based uncertainty
Published 2025-11-01“…Modern research in renewable energy systems faces many challenges in dealing with uncertain data and inconsistent expert evaluations, particularly in the context of smart grid systems. …”
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An Evolutionary Deep Reinforcement Learning-Based Framework for Efficient Anomaly Detection in Smart Power Distribution Grids
Published 2025-05-01“…The proposed DRL-NSABC model is evaluated using four benchmark datasets: smart grid, advanced metering infrastructure (AMI), smart meter, and Pecan Street, widely recognized in anomaly detection research. …”
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273
Optimization and Integration Strategies for Hybrid Renewable Energy Systems in the Brazilian Power Grid: A Systematic Review
Published 2025-01-01“…This study provides insights for researchers and policymakers to enhance the reliability and efficiency of HRES in large-scale grid applications.…”
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274
A Comprehensive Review of Blockchain and Machine Learning Integration for Peer-to-Peer Energy Trading in Smart Grids
Published 2025-01-01“…The paper underscores the need for global standardization, improved cybersecurity measures, and further research into how blockchain and ML can revolutionize smart grids. …”
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275
Distributed Prescribed Finite Time Consensus Scheme for Economic Dispatch of Smart Grids with the Valve Point Effect
Published 2020-01-01“…The distributed prescribed finite time consensus schemes for economic dispatch (ED) of smart grids with and without the valve point effect are researched in this paper. …”
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276
Optimization and Trends in EV Charging Infrastructure: A PCA-Based Systematic Review
Published 2025-06-01Get full text
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277
Optimization Strategy Based on Users Commuting Behavior for Home Energy Management
Published 2024-02-01Get full text
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278
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