Shapley Value Ranks Which Heat Pump Submodels Matter Most for Grid Flexibility
Researchers used the Shapley value from cooperative game theory to quantify how much each submodel contributes to white-box heat pump ...
Tag: distributed energy resources
Dual moving average trick spots microgrid islanding in milliseconds
A dual exponential moving average algorithm detects microgrid islanding in 7 to 20 milliseconds using only voltage measurements and basic ...
Autonomous AI framework detects and restores grid faults in smart distribution networks
An AI framework combining supervised learning, autoencoder anomaly detection and a multi-agent system detected known and unseen faults in a ...
Hierarchical machine learning framework targets smarter energy management in distribution grids
A new open access study proposes a four-layer framework combining machine learning forecasting, uncertainty-aware optimization, and automated fault redispatch for ...
Digital grids need social science as much as engineering, researchers argue
Researchers argue that digitalizing and decentralizing electricity grids is a socio-technical transition requiring interdisciplinary study of technology, labor and grid ...
Survey maps how AI could run power grids flooded with solar, batteries and EVs
A new open access survey reviews AI methods for operating power grids with high penetration of distributed energy resources and ...
Survey maps a unified AI framework for renewable-dominated power grids
A new survey in Artificial Intelligence Review proposes a unified framework linking hybrid forecasting, explainable AI and multi-agent optimization for ...
A four-step framework for utility cybersecurity spending on the carbon-neutral grid
A new open-access review proposes a four-component framework combining compliance floors, loss-based benchmarks, real options staging and FERC incentives to ...
Genetic Algorithm Sculpts Compact High-Frequency Transformer for Solid-State Power Conversion
A constraint-driven multi-objective optimization framework produced a nanocrystalline high-frequency transformer whose design was verified by finite-element analysis and a 150 ...
Adaptive fairness algorithm delivers near-perfect energy sharing in peer-to-peer microgrids
A new evaluation of six energy allocation strategies shows an adaptive fairness framework achieving a yearly Jain index of 0.9995 ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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