The core feature of the new power system is that new energy replaces traditional thermal power as the main power source of the power system, and the basic development positioning is clean, low-carbon, safe and efficie...
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With the increasing intelligence and flexibility of the power system, various operators have joined the models of the power market and grid dispatch to predict future electricity demand or power generation, providing ...
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In the new types of power systems, characterized by the dominance of renewable energies, uncertain resources such as wind and solar power will play a significant role in power generation. However, the inherent unpredi...
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The transformer oil temperature is an important indicator that directly reflects the operational lifespan and load capacity of a transformer. Analyzing and predicting transformer oil temperature data is of significant...
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In response to the 'carbon peaking and carbon neutrality' goals, the energy structure in China has undergone a great transformation. Construction of the new power system has begun. The proportion of renewable ...
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The output power of wind, solar, and hydro energy in a multi-energy complementary system (MECS) with the heating system exhibits certain fluctuations. Gas power generation and battery can reduce these problems. Howeve...
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As a decentralized machine learning approach, federated learning has become a key solution for numerous applications. However, one primary challenge lies in the data heterogeneity issue when developing effective feder...
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With the growing demand for sustainable energy, there is an increasing need for efficient management and distribution of renewable energy resources. However, collecting and sharing energy consumption data in a central...
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The coordinated operation of multiple energy complementary power generation is gradually becoming the development direction of future power systems, and accurate analysis of their complementary characteristics is also...
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The distributed energy supply system based on multi-energy complementarity is currently a research hotspot in the field of energy engineering, and the key issue faced by this system is operation optimization. The reas...
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