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Conflict-averse federated multi-task learning for power system stability assessment

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Sample-efficient LLM fault diagnosis for HVAC systems via active sampling and SHAP-guided evidence condensation

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Physics-informed reinforcement learning for energy-efficient minute-scale control of split-type air-conditioning systems: Experimental validation on real hardwa...

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Bridging macro-trend and micro-dynamics: A robust mixed-frequency framework for mid-term load forecasting

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An adaptive modeling method with optimal order selection for thermostatically controlled loads

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Toward trustworthy AI in real-time event-driven power system emergency control: A knowledge-surrogate-guided deep learning approach

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A two-stage distributed optimization for non-convex P2P energy trading in prosumer-based distribution networks

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Non-iterative coordinated optimal scheduling for multi-microgrid distribution system under frequency-aware islanding constraints

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Electricity consumption forecasting for multiple customers using a temporal and cross-task co-learning framework

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Energy flexibility estimation and forecasting in large buildings for local flexibility markets applications

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Do generation diversity and renewables mitigate price shocks? Empirical evidence from the 2022 European energy crisis

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Multi-facility analysis using metered power data to quantify MRI energy use and utility bill costs across scanner operating modes

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A capacity allocation agent with high accuracy and efficiency for PV-BESS-EV with V2G system: Integrating BNN prediction and DDPG optimization

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Assessing the photovoltaic development potential and predicting deployment suitability of open-pit mines in China: A BBE-weighted positive–unlabeled learning fr...

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Hybrid shared energy storage planning for enhanced reliability in multi-energy complementary systems: a bi-level optimization framework integrating geospatial a...

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Generative model-enabled lifelong reinforcement learning for robust energy management of fuel cell vehicles

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A flexibility architectural design for enhancing energy management and sharing benefits in low-voltage microgrid systems using a big data platform

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First-life histories leave lasting imprints: decoding path-dependent fingerprints governing second-life battery degradation and safety

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Sparse electrochemical impedance spectroscopy for online battery SOH monitoring

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Optimal scheduling of multi-agent hydrogen-integrated energy systems based on improved spatio-temporal clustering and multi-agent optimal compromise reinforceme...

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