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Abstract Integrated energy systems (IES) face increasing challenges in achieving low-carbon and economically efficient operation because of the strong inter-temporal coupling of long-duration energy storage and the limited coordination of carbon and oxygen utilization. However, the coordinated integration of long-duration liquid CO₂ energy storage (LCES) scheduling with carbon–oxygen recycling has received limited attention.
Abstract Pitting corrosion is one of the most prevalent and detrimental forms of localized corrosion in stainless steels exposed to chloride-containing environments. Its initiation and propagation are governed by the combined effects of alloy composition, environmental conditions, and experimental parameters.
Abstract To enhance the accuracy of day-ahead photovoltaic (PV) power forecasting and overcome the limited adaptability of individual models under varying weather conditions, this paper proposes a scenario-aware dynamic model selection method based on an actor-critic contextual policy learning approach.
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